Run_Project_CS682.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "iRhDslcYvStj",
        "outputId": "4739dd06-91b3-4a92-dad2-3bf4c20f85c2"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://download.pytorch.org/whl/cpu\n",
            "Requirement already satisfied: torch in /usr/local/lib/python3.10/dist-packages (2.0.1+cu118)\n",
            "Requirement already satisfied: torchvision in /usr/local/lib/python3.10/dist-packages (0.15.2+cu118)\n",
            "Requirement already satisfied: torchaudio in /usr/local/lib/python3.10/dist-packages (2.0.2+cu118)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch) (3.12.2)\n",
            "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch) (4.5.0)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch) (1.12)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch) (3.1)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch) (3.1.2)\n",
            "Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch) (2.0.0)\n",
            "Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch) (3.27.4.1)\n",
            "Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch) (16.0.6)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from torchvision) (1.23.5)\n",
            "Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from torchvision) (2.31.0)\n",
            "Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.10/dist-packages (from torchvision) (9.4.0)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch) (2.1.3)\n",
            "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (3.2.0)\n",
            "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (3.4)\n",
            "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (2.0.4)\n",
            "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (2023.7.22)\n",
            "Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch) (1.3.0)\n"
          ]
        }
      ],
      "source": [
        "# Let's do some setup\n",
        "\n",
        "# Install pytorch gpu\n",
        "\n",
        "# Use the command below to install pytorch in gpu\n",
        "#!pip3 install torch torchvision torchaudio\n",
        "\n",
        "# Use command below to install pytorch in cpu\n",
        "!pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# unzip imagenette"
      ],
      "metadata": {
        "id": "IYa6uukerGPH"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/data\n",
        "!ls\n",
        "#!wget https://s3.amazonaws.com/fast-ai-imageclas/imagenette2.tgz"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pwr_INsvCYDz",
        "outputId": "b9c232c5-85a9-405a-9259-faf0d56860df"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/data\n",
            "class_code2name.json  class_id2name.json  imagenet_patch.gz\n",
            "--2023-12-05 13:06:58--  https://s3.amazonaws.com/fast-ai-imageclas/imagenette2.tgz\n",
            "Resolving s3.amazonaws.com (s3.amazonaws.com)... 52.216.216.224, 52.216.43.112, 52.216.61.144, ...\n",
            "Connecting to s3.amazonaws.com (s3.amazonaws.com)|52.216.216.224|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 1557161267 (1.5G) [application/x-tar]\n",
            "Saving to: ‘imagenette2.tgz’\n",
            "\n",
            "imagenette2.tgz     100%[===================>]   1.45G  23.3MB/s    in 56s     \n",
            "\n",
            "2023-12-05 13:07:55 (26.4 MB/s) - ‘imagenette2.tgz’ saved [1557161267/1557161267]\n",
            "\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python index.py --operation attack"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "8WGDJa_8j63U",
        "outputId": "1bd36288-f1e6-4a0b-b355-facf1d18c95e"
      },
      "execution_count": 20,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "program started for operation attack\n",
            "building datasets...\n",
            "\n",
            "Length of train dataset:  9296\n",
            "Length of val dataset:  3856 \n",
            "\n",
            "Reset output directories\n",
            "\n",
            "Loading pretrained model\n",
            "\n",
            "Attack images\n",
            "\tAdding patches to train batch 0\n",
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          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python make_yolov5_dataset.py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "v5ieR_qZqh7m",
        "outputId": "ba01ba44-0f29-4fcd-ad54-2814732aa119"
      },
      "execution_count": 21,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "No of images copied 13152 11826 1326\n",
            "['.config', '__init__.py', '.ipynb_checkpoints', 'models', 'transforms', 'test-mask-2.png', 'README.md', 'test_img.JPEG', 'datautils', 'utils', 'output', 'test-mask.png', 'make_yolov5_dataset.py', 'yolov5', 'preprocessor.py', 'train_loss_history.png', 'test-mask-3.png', 'attack', 'sample_patches.png', 'index.py', 'test-attacked-images', 'yolov5-attacked-images.zip', 'defence', 'config.py', 'data', 'runs', 'patch-detection.yaml', '__pycache__', 'attacked-images.zip', 'sample_data']\n",
            "/content/data/yolov5-attacked-images /content/yolov5/data/yolov5-attacked-images\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python yolov5/train.py --img 224 --batch 32 --epochs 50 --data yolov5/data/patch-detection.yaml --weights yolov5s.pt --workers 24 --name yolo-patch-detection-1"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "CyNd1YDmQqpD",
        "outputId": "10959b26-ecbb-4f78-aef3-94dd98fb5906"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mtrain: \u001b[0mweights=yolov5s.pt, cfg=, data=yolov5/data/patch-detection.yaml, hyp=yolov5/data/hyps/hyp.scratch-low.yaml, epochs=50, batch_size=32, imgsz=224, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, bucket=, cache=None, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=24, project=yolov5/runs/train, name=yolo-patch-detection-1, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest\n",
            "\u001b[34m\u001b[1mgithub: \u001b[0mup to date with https://github.com/ultralytics/yolov5 ✅\n",
            "YOLOv5 🚀 v7.0-247-g3f02fde Python-3.10.12 torch-2.0.1+cu118 CUDA:0 (Tesla T4, 15102MiB)\n",
            "\n",
            "\u001b[34m\u001b[1mhyperparameters: \u001b[0mlr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0\n",
            "\u001b[34m\u001b[1mComet: \u001b[0mrun 'pip install comet_ml' to automatically track and visualize YOLOv5 🚀 runs in Comet\n",
            "\u001b[34m\u001b[1mTensorBoard: \u001b[0mStart with 'tensorboard --logdir yolov5/runs/train', view at http://localhost:6006/\n",
            "Overriding model.yaml nc=80 with nc=2\n",
            "\n",
            "                 from  n    params  module                                  arguments                     \n",
            "  0                -1  1      3520  models.common.Conv                      [3, 32, 6, 2, 2]              \n",
            "  1                -1  1     18560  models.common.Conv                      [32, 64, 3, 2]                \n",
            "  2                -1  1     18816  models.common.C3                        [64, 64, 1]                   \n",
            "  3                -1  1     73984  models.common.Conv                      [64, 128, 3, 2]               \n",
            "  4                -1  2    115712  models.common.C3                        [128, 128, 2]                 \n",
            "  5                -1  1    295424  models.common.Conv                      [128, 256, 3, 2]              \n",
            "  6                -1  3    625152  models.common.C3                        [256, 256, 3]                 \n",
            "  7                -1  1   1180672  models.common.Conv                      [256, 512, 3, 2]              \n",
            "  8                -1  1   1182720  models.common.C3                        [512, 512, 1]                 \n",
            "  9                -1  1    656896  models.common.SPPF                      [512, 512, 5]                 \n",
            " 10                -1  1    131584  models.common.Conv                      [512, 256, 1, 1]              \n",
            " 11                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          \n",
            " 12           [-1, 6]  1         0  models.common.Concat                    [1]                           \n",
            " 13                -1  1    361984  models.common.C3                        [512, 256, 1, False]          \n",
            " 14                -1  1     33024  models.common.Conv                      [256, 128, 1, 1]              \n",
            " 15                -1  1         0  torch.nn.modules.upsampling.Upsample    [None, 2, 'nearest']          \n",
            " 16           [-1, 4]  1         0  models.common.Concat                    [1]                           \n",
            " 17                -1  1     90880  models.common.C3                        [256, 128, 1, False]          \n",
            " 18                -1  1    147712  models.common.Conv                      [128, 128, 3, 2]              \n",
            " 19          [-1, 14]  1         0  models.common.Concat                    [1]                           \n",
            " 20                -1  1    296448  models.common.C3                        [256, 256, 1, False]          \n",
            " 21                -1  1    590336  models.common.Conv                      [256, 256, 3, 2]              \n",
            " 22          [-1, 10]  1         0  models.common.Concat                    [1]                           \n",
            " 23                -1  1   1182720  models.common.C3                        [512, 512, 1, False]          \n",
            " 24      [17, 20, 23]  1     18879  models.yolo.Detect                      [2, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [128, 256, 512]]\n",
            "Model summary: 214 layers, 7025023 parameters, 7025023 gradients, 16.0 GFLOPs\n",
            "\n",
            "Transferred 343/349 items from yolov5s.pt\n",
            "\u001b[34m\u001b[1mAMP: \u001b[0mchecks passed ✅\n",
            "\u001b[34m\u001b[1moptimizer:\u001b[0m SGD(lr=0.01) with parameter groups 57 weight(decay=0.0), 60 weight(decay=0.0005), 60 bias\n",
            "\u001b[34m\u001b[1malbumentations: \u001b[0mBlur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))\n",
            "\u001b[34m\u001b[1mtrain: \u001b[0mScanning /content/yolov5/data/yolov5-attacked-images/train.cache... 9296 images, 0 backgrounds, 0 corrupt: 100% 9296/9296 [00:00<?, ?it/s]\n",
            "\u001b[34m\u001b[1mval: \u001b[0mScanning /content/yolov5/data/yolov5-attacked-images/train.cache... 9296 images, 0 backgrounds, 0 corrupt: 100% 9296/9296 [00:00<?, ?it/s]\n",
            "\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0m5.60 anchors/target, 0.899 Best Possible Recall (BPR). Anchors are a poor fit to dataset ⚠️, attempting to improve...\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0mWARNING ⚠️ Extremely small objects found: 935 of 9296 labels are <3 pixels in size\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0mRunning kmeans for 9 anchors on 8361 points...\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0mEvolving anchors with Genetic Algorithm: fitness = 0.9769: 100% 1000/1000 [00:03<00:00, 319.15it/s]\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0mthr=0.25: 0.8994 best possible recall, 8.09 anchors past thr\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0mn=9, img_size=224, metric_all=0.719/0.879-mean/best, past_thr=0.799-mean: 25,26, 29,29, 31,31, 33,33, 37,37, 40,40, 42,43, 45,45, 47,48\n",
            "\u001b[34m\u001b[1mAutoAnchor: \u001b[0mDone ⚠️ (original anchors better than new anchors, proceeding with original anchors)\n",
            "Plotting labels to yolov5/runs/train/yolo-patch-detection-12/labels.jpg... \n",
            "Image sizes 224 train, 224 val\n",
            "Using 2 dataloader workers\n",
            "Logging results to \u001b[1myolov5/runs/train/yolo-patch-detection-12\u001b[0m\n",
            "Starting training for 50 epochs...\n",
            "\n",
            "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
            "       0/49      1.18G    0.06946    0.01068   0.006031         30        224: 100% 291/291 [01:08<00:00,  4.23it/s]\n",
            "                 Class     Images  Instances          P          R      mAP50   mAP50-95: 100% 146/146 [01:00<00:00,  2.43it/s]\n",
            "                   all       9296       9296      0.864      0.454      0.426      0.239\n",
            "\n",
            "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
            "       1/49      1.21G    0.03702   0.008125   0.001835         21        224: 100% 291/291 [01:06<00:00,  4.36it/s]\n",
            "                 Class     Images  Instances          P          R      mAP50   mAP50-95: 100% 146/146 [00:57<00:00,  2.55it/s]\n",
            "                   all       9296       9296      0.936      0.482      0.485      0.215\n",
            "\n",
            "      Epoch    GPU_mem   box_loss   obj_loss   cls_loss  Instances       Size\n",
            "       2/49      1.22G    0.03397   0.006863   0.001759         43        224:  26% 76/291 [00:16<00:40,  5.27it/s]"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python yolov5/detect.py --weights yolov5/runs/train/yolo-patch-detection-1/weights/best.pt --img 224 --save-txt --source data/yolov5-attacked-images/val/images"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Cwv-UegMrZmV",
        "outputId": "04fabc28-e29d-44cb-84aa-194c076cc0a3"
      },
      "execution_count": 25,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['yolov5/runs/train/yolo-patch-detection-1/weights/best.pt'], source=data/yolov5-attacked-images/val/images, data=yolov5/data/coco128.yaml, imgsz=[224, 224], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=True, save_csv=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=yolov5/runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False, vid_stride=1\n",
            "YOLOv5 🚀 v7.0-247-g3f02fde Python-3.10.12 torch-2.0.1+cu118 CUDA:0 (Tesla T4, 15102MiB)\n",
            "\n",
            "Fusing layers... \n",
            "Model summary: 157 layers, 7015519 parameters, 0 gradients, 15.8 GFLOPs\n",
            "image 1/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00000732.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 2/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00001432.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00001440.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 4/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00001492.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 5/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00002210.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 6/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00002990.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 7/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00003682.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 8/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00004262.JPEG: 192x224 (no detections), 46.2ms\n",
            "image 9/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00004301.JPEG: 224x160 (no detections), 40.7ms\n",
            "image 10/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00004452.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 11/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00004650.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 12/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00004860.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 13/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00004912.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 14/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00006561.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 15/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00006922.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 16/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00007032.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 17/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00007460.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 18/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00007471.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 19/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00007921.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 20/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00008161.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 21/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00008162.JPEG: 224x192 (no detections), 40.0ms\n",
            "image 22/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00008430.JPEG: 224x224 1 patch, 5.1ms\n",
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            "image 35/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00011691.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 36/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00011951.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 37/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00014102.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 38/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00014280.JPEG: 224x224 1 patch, 4.8ms\n",
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            "image 40/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00016542.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 41/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00016582.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 42/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00016832.JPEG: 224x224 1 patch, 5.5ms\n",
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            "image 55/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00021740.JPEG: 224x224 1 patch, 4.8ms\n",
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            "image 61/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00023242.JPEG: 192x224 (no detections), 9.0ms\n",
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            "image 121/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00045880.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 122/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00045940.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 123/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00046232.JPEG: 192x224 (no detections), 5.7ms\n",
            "image 124/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00046252.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 125/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00046550.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 126/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00046651.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 127/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00047060.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 128/3856 /content/data/yolov5-attacked-images/val/images/ILSVRC2012_val_00048382.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 129/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10040.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 130/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10042.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 131/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10110.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 132/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10120.JPEG: 160x224 (no detections), 38.4ms\n",
            "image 133/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10150.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 134/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10162.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 135/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10211.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 136/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10251.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 137/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10281.JPEG: 192x224 1 patch, 4.7ms\n",
            "image 138/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10290.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 139/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10320.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 140/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10331.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 141/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10342.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 142/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10361.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 143/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10380.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 144/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10382.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 145/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10410.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 146/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10462.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 147/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10470.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 148/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10482.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 149/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10491.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 150/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10531.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 151/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10542.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 152/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10550.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 153/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10592.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 154/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10740.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 155/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10792.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 156/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10812.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 157/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10822.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 158/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10852.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 159/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1091.JPEG: 224x224 1 patch, 7.4ms\n",
            "image 160/3856 /content/data/yolov5-attacked-images/val/images/n01440764_10910.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 161/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11011.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 162/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11151.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 163/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11170.JPEG: 160x224 (no detections), 5.9ms\n",
            "image 164/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11190.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 165/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11211.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 166/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11281.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 167/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11331.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 168/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11350.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 169/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11400.JPEG: 224x192 1 patch, 5.1ms\n",
            "image 170/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1141.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 171/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11420.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 172/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11570.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 173/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11590.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 174/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11602.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 175/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11612.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 176/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11650.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 177/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11652.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 178/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11750.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 179/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11762.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 180/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11830.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 181/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11841.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 182/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11881.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 183/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11930.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 184/3856 /content/data/yolov5-attacked-images/val/images/n01440764_11972.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 185/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12021.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 186/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12040.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 187/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12090.JPEG: 224x224 1 patch, 8.0ms\n",
            "image 188/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12100.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 189/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12111.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 190/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12131.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 191/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12151.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 192/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12182.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 193/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12211.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 194/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12241.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 195/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12250.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 196/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12291.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 197/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 198/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12362.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 199/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12502.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 200/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12571.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 201/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12572.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 202/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12620.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 203/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12632.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 204/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12702.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 205/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1272.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 206/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12732.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 207/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12881.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 208/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12950.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 209/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12971.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 210/3856 /content/data/yolov5-attacked-images/val/images/n01440764_12972.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 211/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1302.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 212/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13051.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 213/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1310.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 214/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13122.JPEG: 224x224 1 patch, 7.1ms\n",
            "image 215/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13161.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 216/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13251.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 217/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 218/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13452.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 219/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13581.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 220/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13602.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 221/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13702.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 222/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13751.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 223/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13770.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 224/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13801.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 225/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13821.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 226/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13842.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 227/3856 /content/data/yolov5-attacked-images/val/images/n01440764_13860.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 228/3856 /content/data/yolov5-attacked-images/val/images/n01440764_141.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 229/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14150.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 230/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14162.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 231/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14172.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 232/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14190.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 233/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 234/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14280.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 235/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14310.JPEG: 192x224 (no detections), 6.7ms\n",
            "image 236/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14341.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 237/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14342.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 238/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14402.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 239/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14411.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 240/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14490.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 241/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14530.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 242/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14650.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 243/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14731.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 244/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14771.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 245/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 246/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14802.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 247/3856 /content/data/yolov5-attacked-images/val/images/n01440764_14891.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 248/3856 /content/data/yolov5-attacked-images/val/images/n01440764_15071.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 249/3856 /content/data/yolov5-attacked-images/val/images/n01440764_15081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 250/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 251/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1561.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 252/3856 /content/data/yolov5-attacked-images/val/images/n01440764_16051.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 253/3856 /content/data/yolov5-attacked-images/val/images/n01440764_16072.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 254/3856 /content/data/yolov5-attacked-images/val/images/n01440764_16090.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 255/3856 /content/data/yolov5-attacked-images/val/images/n01440764_16192.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 256/3856 /content/data/yolov5-attacked-images/val/images/n01440764_16220.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 257/3856 /content/data/yolov5-attacked-images/val/images/n01440764_16982.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 258/3856 /content/data/yolov5-attacked-images/val/images/n01440764_17050.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 259/3856 /content/data/yolov5-attacked-images/val/images/n01440764_172.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 260/3856 /content/data/yolov5-attacked-images/val/images/n01440764_17501.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 261/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1770.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 262/3856 /content/data/yolov5-attacked-images/val/images/n01440764_17782.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 263/3856 /content/data/yolov5-attacked-images/val/images/n01440764_17921.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 264/3856 /content/data/yolov5-attacked-images/val/images/n01440764_18220.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 265/3856 /content/data/yolov5-attacked-images/val/images/n01440764_18592.JPEG: 192x224 (no detections), 4.6ms\n",
            "image 266/3856 /content/data/yolov5-attacked-images/val/images/n01440764_190.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 267/3856 /content/data/yolov5-attacked-images/val/images/n01440764_192.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 268/3856 /content/data/yolov5-attacked-images/val/images/n01440764_19302.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 269/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1951.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 270/3856 /content/data/yolov5-attacked-images/val/images/n01440764_19661.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 271/3856 /content/data/yolov5-attacked-images/val/images/n01440764_1980.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 272/3856 /content/data/yolov5-attacked-images/val/images/n01440764_200.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 273/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2001.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 274/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2002.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 275/3856 /content/data/yolov5-attacked-images/val/images/n01440764_20451.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 276/3856 /content/data/yolov5-attacked-images/val/images/n01440764_20592.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 277/3856 /content/data/yolov5-attacked-images/val/images/n01440764_20650.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 278/3856 /content/data/yolov5-attacked-images/val/images/n01440764_20922.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 279/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2102.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 280/3856 /content/data/yolov5-attacked-images/val/images/n01440764_21052.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 281/3856 /content/data/yolov5-attacked-images/val/images/n01440764_21161.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 282/3856 /content/data/yolov5-attacked-images/val/images/n01440764_21191.JPEG: 224x224 1 patch, 7.1ms\n",
            "image 283/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2121.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 284/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2162.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 285/3856 /content/data/yolov5-attacked-images/val/images/n01440764_21790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 286/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2221.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 287/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2271.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 288/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2290.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 289/3856 /content/data/yolov5-attacked-images/val/images/n01440764_23111.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 290/3856 /content/data/yolov5-attacked-images/val/images/n01440764_24502.JPEG: 160x224 (no detections), 5.8ms\n",
            "image 291/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2490.JPEG: 224x192 (no detections), 5.6ms\n",
            "image 292/3856 /content/data/yolov5-attacked-images/val/images/n01440764_25090.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 293/3856 /content/data/yolov5-attacked-images/val/images/n01440764_25361.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 294/3856 /content/data/yolov5-attacked-images/val/images/n01440764_25370.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 295/3856 /content/data/yolov5-attacked-images/val/images/n01440764_261.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 296/3856 /content/data/yolov5-attacked-images/val/images/n01440764_26320.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 297/3856 /content/data/yolov5-attacked-images/val/images/n01440764_26541.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 298/3856 /content/data/yolov5-attacked-images/val/images/n01440764_26631.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 299/3856 /content/data/yolov5-attacked-images/val/images/n01440764_26892.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 300/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2690.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 301/3856 /content/data/yolov5-attacked-images/val/images/n01440764_27042.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 302/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2742.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 303/3856 /content/data/yolov5-attacked-images/val/images/n01440764_27422.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 304/3856 /content/data/yolov5-attacked-images/val/images/n01440764_27451.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 305/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2751.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 306/3856 /content/data/yolov5-attacked-images/val/images/n01440764_27530.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 307/3856 /content/data/yolov5-attacked-images/val/images/n01440764_27811.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 308/3856 /content/data/yolov5-attacked-images/val/images/n01440764_292.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 309/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2920.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 310/3856 /content/data/yolov5-attacked-images/val/images/n01440764_2921.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 311/3856 /content/data/yolov5-attacked-images/val/images/n01440764_29551.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 312/3856 /content/data/yolov5-attacked-images/val/images/n01440764_29670.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 313/3856 /content/data/yolov5-attacked-images/val/images/n01440764_29681.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 314/3856 /content/data/yolov5-attacked-images/val/images/n01440764_29712.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 315/3856 /content/data/yolov5-attacked-images/val/images/n01440764_29731.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 316/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3011.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 317/3856 /content/data/yolov5-attacked-images/val/images/n01440764_30331.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 318/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3070.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 319/3856 /content/data/yolov5-attacked-images/val/images/n01440764_30782.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 320/3856 /content/data/yolov5-attacked-images/val/images/n01440764_31170.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 321/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3151.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 322/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3172.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 323/3856 /content/data/yolov5-attacked-images/val/images/n01440764_320.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 324/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3202.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 325/3856 /content/data/yolov5-attacked-images/val/images/n01440764_32420.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 326/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3251.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 327/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3271.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 328/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3281.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 329/3856 /content/data/yolov5-attacked-images/val/images/n01440764_341.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 330/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3421.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 331/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3432.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 332/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3560.JPEG: 224x224 1 patch, 7.4ms\n",
            "image 333/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3712.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 334/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3760.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 335/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3761.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 336/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3781.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 337/3856 /content/data/yolov5-attacked-images/val/images/n01440764_3782.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 338/3856 /content/data/yolov5-attacked-images/val/images/n01440764_421.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 339/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4221.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 340/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4260.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 341/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4341.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 342/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4360.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 343/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4490.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 344/3856 /content/data/yolov5-attacked-images/val/images/n01440764_451.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 345/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4510.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 346/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4512.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 347/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4540.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 348/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4562.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 349/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4611.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 350/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4681.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 351/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4852.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 352/3856 /content/data/yolov5-attacked-images/val/images/n01440764_490.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 353/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4942.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 354/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4962.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 355/3856 /content/data/yolov5-attacked-images/val/images/n01440764_4980.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 356/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5081.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 357/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5091.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 358/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5112.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 359/3856 /content/data/yolov5-attacked-images/val/images/n01440764_522.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 360/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 361/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5361.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 362/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5410.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 363/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5432.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 364/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5481.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 365/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5490.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 366/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5501.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 367/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5642.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 368/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5680.JPEG: 160x224 (no detections), 7.9ms\n",
            "image 369/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5690.JPEG: 224x224 1 patch, 7.8ms\n",
            "image 370/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5731.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 371/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5781.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 372/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5802.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 373/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5861.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 374/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5902.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 375/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5911.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 376/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5941.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 377/3856 /content/data/yolov5-attacked-images/val/images/n01440764_5990.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 378/3856 /content/data/yolov5-attacked-images/val/images/n01440764_600.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 379/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6021.JPEG: 160x224 (no detections), 5.8ms\n",
            "image 380/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6052.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 381/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6130.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 382/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6190.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 383/3856 /content/data/yolov5-attacked-images/val/images/n01440764_622.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 384/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6301.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 385/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6341.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 386/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6361.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 387/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6380.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 388/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6391.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 389/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6410.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 390/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6421.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 391/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6432.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 392/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6471.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 393/3856 /content/data/yolov5-attacked-images/val/images/n01440764_650.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 394/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6500.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 395/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6501.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 396/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6550.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 397/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6570.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 398/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6572.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 399/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6641.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 400/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6642.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 401/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6672.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 402/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6751.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 403/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6760.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 404/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6812.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 405/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6831.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 406/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6852.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 407/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6870.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 408/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6962.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 409/3856 /content/data/yolov5-attacked-images/val/images/n01440764_6990.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 410/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7030.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 411/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7040.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 412/3856 /content/data/yolov5-attacked-images/val/images/n01440764_710.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 413/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7131.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 414/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7142.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 415/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7160.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 416/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7210.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 417/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7230.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 418/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7272.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 419/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7302.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 420/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 421/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7411.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 422/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7462.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 423/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7492.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 424/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7501.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 425/3856 /content/data/yolov5-attacked-images/val/images/n01440764_752.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 426/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7521.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 427/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7531.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 428/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7562.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 429/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7571.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 430/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7591.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 431/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7610.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 432/3856 /content/data/yolov5-attacked-images/val/images/n01440764_762.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 433/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7632.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 434/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7671.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 435/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7701.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 436/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7752.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 437/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7772.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 438/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7792.JPEG: 224x224 1 patch, 8.7ms\n",
            "image 439/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7820.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 440/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7922.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 441/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7950.JPEG: 192x224 (no detections), 5.4ms\n",
            "image 442/3856 /content/data/yolov5-attacked-images/val/images/n01440764_7982.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 443/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8012.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 444/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8030.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 445/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8052.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 446/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8082.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 447/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8112.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 448/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8142.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 449/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8150.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 450/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8160.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 451/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8191.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 452/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8210.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 453/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8221.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 454/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8240.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 455/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8250.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 456/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8260.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 457/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8302.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 458/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8311.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 459/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8312.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 460/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8421.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 461/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8442.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 462/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8451.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 463/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8521.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 464/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8531.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 465/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8572.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 466/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8580.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 467/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8600.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 468/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8601.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 469/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8610.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 470/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8611.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 471/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8622.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 472/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8710.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 473/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8771.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 474/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8782.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 475/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8801.JPEG: 224x224 (no detections), 5.0ms\n",
            "image 476/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8852.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 477/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8910.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 478/3856 /content/data/yolov5-attacked-images/val/images/n01440764_8992.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 479/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9020.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 480/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9031.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 481/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9091.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 482/3856 /content/data/yolov5-attacked-images/val/images/n01440764_910.JPEG: 192x224 (no detections), 5.5ms\n",
            "image 483/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9152.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 484/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9191.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 485/3856 /content/data/yolov5-attacked-images/val/images/n01440764_921.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 486/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9212.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 487/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9292.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 488/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9390.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 489/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9442.JPEG: 224x224 1 patch, 8.0ms\n",
            "image 490/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9471.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 491/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9491.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 492/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9572.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 493/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9621.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 494/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9642.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 495/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9720.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 496/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9772.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 497/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9780.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 498/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9811.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 499/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9861.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 500/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9890.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 501/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9931.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 502/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9940.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 503/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9962.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 504/3856 /content/data/yolov5-attacked-images/val/images/n01440764_9981.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 505/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1011.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 506/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1022.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 507/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1030.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 508/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 509/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1082.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 510/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1091.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 511/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1092.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 512/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1100.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 513/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1102.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 514/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1110.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 515/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1112.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 516/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1121.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 517/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1122.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 518/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1130.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 519/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1151.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 520/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1160.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 521/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1172.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 522/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1181.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 523/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1200.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 524/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1201.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 525/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1210.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 526/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1222.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 527/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1230.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 528/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1241.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 529/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1252.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 530/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1260.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 531/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1261.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 532/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1272.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 533/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1292.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 534/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1300.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 535/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1301.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 536/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1302.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 537/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1310.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 538/3856 /content/data/yolov5-attacked-images/val/images/n02102040_132.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 539/3856 /content/data/yolov5-attacked-images/val/images/n02102040_142.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 540/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1430.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 541/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1442.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 542/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1450.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 543/3856 /content/data/yolov5-attacked-images/val/images/n02102040_150.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 544/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1512.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 545/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1552.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 546/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1590.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 547/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1592.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 548/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1612.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 549/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1620.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 550/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1632.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 551/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1642.JPEG: 224x224 1 patch, 7.9ms\n",
            "image 552/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1660.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 553/3856 /content/data/yolov5-attacked-images/val/images/n02102040_171.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 554/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1720.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 555/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1740.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 556/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1760.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 557/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1770.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 558/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1771.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 559/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1781.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 560/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1782.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 561/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1791.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 562/3856 /content/data/yolov5-attacked-images/val/images/n02102040_182.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 563/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1822.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 564/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1830.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 565/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1840.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 566/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1841.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 567/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1842.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 568/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1870.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 569/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1910.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 570/3856 /content/data/yolov5-attacked-images/val/images/n02102040_1961.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 571/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2000.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 572/3856 /content/data/yolov5-attacked-images/val/images/n02102040_201.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 573/3856 /content/data/yolov5-attacked-images/val/images/n02102040_202.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 574/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2021.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 575/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2032.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 576/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2051.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 577/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2082.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 578/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2102.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 579/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2110.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 580/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2111.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 581/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2112.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 582/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2122.JPEG: 224x224 1 patch, 7.8ms\n",
            "image 583/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2142.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 584/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2280.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 585/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2302.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 586/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2312.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 587/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2321.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 588/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2340.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 589/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2391.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 590/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2462.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 591/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2470.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 592/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2480.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 593/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2481.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 594/3856 /content/data/yolov5-attacked-images/val/images/n02102040_251.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 595/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2530.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 596/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2572.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 597/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2641.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 598/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2652.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 599/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2700.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 600/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2702.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 601/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2730.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 602/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2750.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 603/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2762.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 604/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2790.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 605/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2792.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 606/3856 /content/data/yolov5-attacked-images/val/images/n02102040_281.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 607/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2830.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 608/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2842.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 609/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2852.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 610/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2890.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 611/3856 /content/data/yolov5-attacked-images/val/images/n02102040_290.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 612/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2920.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 613/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2930.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 614/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2941.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 615/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2950.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 616/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2951.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 617/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2961.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 618/3856 /content/data/yolov5-attacked-images/val/images/n02102040_2991.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 619/3856 /content/data/yolov5-attacked-images/val/images/n02102040_30.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 620/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3012.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 621/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3022.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 622/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3030.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 623/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3052.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 624/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3061.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 625/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3062.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 626/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3091.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 627/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3112.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 628/3856 /content/data/yolov5-attacked-images/val/images/n02102040_312.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 629/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3141.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 630/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3160.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 631/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3161.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 632/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3162.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 633/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3180.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 634/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3190.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 635/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3201.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 636/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3212.JPEG: 224x224 1 patch, 7.5ms\n",
            "image 637/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3221.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 638/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3260.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 639/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3290.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 640/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3300.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 641/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3311.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 642/3856 /content/data/yolov5-attacked-images/val/images/n02102040_332.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 643/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3371.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 644/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3372.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 645/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3381.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 646/3856 /content/data/yolov5-attacked-images/val/images/n02102040_341.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 647/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3420.JPEG: 192x224 (no detections), 5.8ms\n",
            "image 648/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3450.JPEG: 160x224 1 patch, 5.2ms\n",
            "image 649/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3452.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 650/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3462.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 651/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3472.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 652/3856 /content/data/yolov5-attacked-images/val/images/n02102040_350.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 653/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3502.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 654/3856 /content/data/yolov5-attacked-images/val/images/n02102040_352.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 655/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3530.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 656/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3532.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 657/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3562.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 658/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3582.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 659/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3601.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 660/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3610.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 661/3856 /content/data/yolov5-attacked-images/val/images/n02102040_362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 662/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3621.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 663/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3640.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 664/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3660.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 665/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3681.JPEG: 160x224 (no detections), 5.6ms\n",
            "image 666/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3691.JPEG: 224x160 (no detections), 5.4ms\n",
            "image 667/3856 /content/data/yolov5-attacked-images/val/images/n02102040_371.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 668/3856 /content/data/yolov5-attacked-images/val/images/n02102040_372.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 669/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3792.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 670/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3891.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 671/3856 /content/data/yolov5-attacked-images/val/images/n02102040_390.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 672/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3931.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 673/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3941.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 674/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3950.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 675/3856 /content/data/yolov5-attacked-images/val/images/n02102040_3960.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 676/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4020.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 677/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4090.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 678/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4111.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 679/3856 /content/data/yolov5-attacked-images/val/images/n02102040_421.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 680/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4241.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 681/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4250.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 682/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4262.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 683/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4272.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 684/3856 /content/data/yolov5-attacked-images/val/images/n02102040_430.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 685/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4320.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 686/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4342.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 687/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4350.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 688/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4352.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 689/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4392.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 690/3856 /content/data/yolov5-attacked-images/val/images/n02102040_440.JPEG: 160x224 (no detections), 6.2ms\n",
            "image 691/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4410.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 692/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4411.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 693/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4440.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 694/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4450.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 695/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4481.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 696/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4492.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 697/3856 /content/data/yolov5-attacked-images/val/images/n02102040_450.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 698/3856 /content/data/yolov5-attacked-images/val/images/n02102040_451.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 699/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4560.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 700/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4582.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 701/3856 /content/data/yolov5-attacked-images/val/images/n02102040_460.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 702/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4650.JPEG: 224x224 1 patch, 8.4ms\n",
            "image 703/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4670.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 704/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4701.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 705/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4702.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 706/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4722.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 707/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4732.JPEG: 192x224 (no detections), 7.5ms\n",
            "image 708/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4742.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 709/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4780.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 710/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4801.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 711/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4821.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 712/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4851.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 713/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4872.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 714/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4901.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 715/3856 /content/data/yolov5-attacked-images/val/images/n02102040_491.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 716/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4952.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 717/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4960.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 718/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4972.JPEG: 224x224 1 patch, 9.7ms\n",
            "image 719/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4980.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 720/3856 /content/data/yolov5-attacked-images/val/images/n02102040_4990.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 721/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5030.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 722/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 723/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5061.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 724/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5070.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 725/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5091.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 726/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5101.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 727/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5120.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 728/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5170.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 729/3856 /content/data/yolov5-attacked-images/val/images/n02102040_521.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 730/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5272.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 731/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5311.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 732/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5370.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 733/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5390.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 734/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5442.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 735/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5502.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 736/3856 /content/data/yolov5-attacked-images/val/images/n02102040_551.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 737/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5580.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 738/3856 /content/data/yolov5-attacked-images/val/images/n02102040_562.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 739/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5620.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 740/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5641.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 741/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5681.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 742/3856 /content/data/yolov5-attacked-images/val/images/n02102040_571.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 743/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5712.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 744/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 745/3856 /content/data/yolov5-attacked-images/val/images/n02102040_580.JPEG: 224x224 1 patch, 7.8ms\n",
            "image 746/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5802.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 747/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5810.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 748/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5850.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 749/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5851.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 750/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5871.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 751/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5881.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 752/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5890.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 753/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5900.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 754/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5941.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 755/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5942.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 756/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5950.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 757/3856 /content/data/yolov5-attacked-images/val/images/n02102040_5960.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 758/3856 /content/data/yolov5-attacked-images/val/images/n02102040_602.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 759/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6050.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 760/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6060.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 761/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6072.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 762/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 763/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6082.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 764/3856 /content/data/yolov5-attacked-images/val/images/n02102040_610.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 765/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6152.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 766/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6180.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 767/3856 /content/data/yolov5-attacked-images/val/images/n02102040_620.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 768/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6201.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 769/3856 /content/data/yolov5-attacked-images/val/images/n02102040_621.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 770/3856 /content/data/yolov5-attacked-images/val/images/n02102040_622.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 771/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6232.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 772/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6240.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 773/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6262.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 774/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6291.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 775/3856 /content/data/yolov5-attacked-images/val/images/n02102040_630.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 776/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6340.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 777/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6391.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 778/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6392.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 779/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6400.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 780/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6490.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 781/3856 /content/data/yolov5-attacked-images/val/images/n02102040_651.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 782/3856 /content/data/yolov5-attacked-images/val/images/n02102040_652.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 783/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6532.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 784/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6552.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 785/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6590.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 786/3856 /content/data/yolov5-attacked-images/val/images/n02102040_660.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 787/3856 /content/data/yolov5-attacked-images/val/images/n02102040_661.JPEG: 192x224 1 patch, 5.3ms\n",
            "image 788/3856 /content/data/yolov5-attacked-images/val/images/n02102040_662.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 789/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6622.JPEG: 192x224 (no detections), 5.9ms\n",
            "image 790/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6630.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 791/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6652.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 792/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6682.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 793/3856 /content/data/yolov5-attacked-images/val/images/n02102040_671.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 794/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6710.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 795/3856 /content/data/yolov5-attacked-images/val/images/n02102040_672.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 796/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6770.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 797/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6781.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 798/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6800.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 799/3856 /content/data/yolov5-attacked-images/val/images/n02102040_682.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 800/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6851.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 801/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6880.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 802/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6890.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 803/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6892.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 804/3856 /content/data/yolov5-attacked-images/val/images/n02102040_690.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 805/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6912.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 806/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6951.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 807/3856 /content/data/yolov5-attacked-images/val/images/n02102040_6992.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 808/3856 /content/data/yolov5-attacked-images/val/images/n02102040_700.JPEG: 192x224 (no detections), 6.5ms\n",
            "image 809/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7002.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 810/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7011.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 811/3856 /content/data/yolov5-attacked-images/val/images/n02102040_702.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 812/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7041.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 813/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7082.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 814/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7091.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 815/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7092.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 816/3856 /content/data/yolov5-attacked-images/val/images/n02102040_712.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 817/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7130.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 818/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7150.JPEG: 192x224 (no detections), 5.4ms\n",
            "image 819/3856 /content/data/yolov5-attacked-images/val/images/n02102040_720.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 820/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7222.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 821/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7262.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 822/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7270.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 823/3856 /content/data/yolov5-attacked-images/val/images/n02102040_732.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 824/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7382.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 825/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7392.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 826/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7412.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 827/3856 /content/data/yolov5-attacked-images/val/images/n02102040_742.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 828/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7421.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 829/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7452.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 830/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7460.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 831/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7480.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 832/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7490.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 833/3856 /content/data/yolov5-attacked-images/val/images/n02102040_750.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 834/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7501.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 835/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7510.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 836/3856 /content/data/yolov5-attacked-images/val/images/n02102040_752.JPEG: 224x224 1 patch, 8.0ms\n",
            "image 837/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7562.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 838/3856 /content/data/yolov5-attacked-images/val/images/n02102040_761.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 839/3856 /content/data/yolov5-attacked-images/val/images/n02102040_762.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 840/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7670.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 841/3856 /content/data/yolov5-attacked-images/val/images/n02102040_770.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 842/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7761.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 843/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7792.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 844/3856 /content/data/yolov5-attacked-images/val/images/n02102040_782.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 845/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7841.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 846/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7860.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 847/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7890.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 848/3856 /content/data/yolov5-attacked-images/val/images/n02102040_791.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 849/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7931.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 850/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7941.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 851/3856 /content/data/yolov5-attacked-images/val/images/n02102040_7942.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 852/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8012.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 853/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8061.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 854/3856 /content/data/yolov5-attacked-images/val/images/n02102040_810.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 855/3856 /content/data/yolov5-attacked-images/val/images/n02102040_811.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 856/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8132.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 857/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8150.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 858/3856 /content/data/yolov5-attacked-images/val/images/n02102040_821.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 859/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8210.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 860/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8260.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 861/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8272.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 862/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8290.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 863/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8300.JPEG: 224x160 (no detections), 5.3ms\n",
            "image 864/3856 /content/data/yolov5-attacked-images/val/images/n02102040_831.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 865/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8330.JPEG: 224x224 1 patch, 8.0ms\n",
            "image 866/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8372.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 867/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8392.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 868/3856 /content/data/yolov5-attacked-images/val/images/n02102040_841.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 869/3856 /content/data/yolov5-attacked-images/val/images/n02102040_8432.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 870/3856 /content/data/yolov5-attacked-images/val/images/n02102040_850.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 871/3856 /content/data/yolov5-attacked-images/val/images/n02102040_880.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 872/3856 /content/data/yolov5-attacked-images/val/images/n02102040_901.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 873/3856 /content/data/yolov5-attacked-images/val/images/n02102040_902.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 874/3856 /content/data/yolov5-attacked-images/val/images/n02102040_911.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 875/3856 /content/data/yolov5-attacked-images/val/images/n02102040_922.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 876/3856 /content/data/yolov5-attacked-images/val/images/n02102040_940.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 877/3856 /content/data/yolov5-attacked-images/val/images/n02102040_960.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 878/3856 /content/data/yolov5-attacked-images/val/images/n02102040_970.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 879/3856 /content/data/yolov5-attacked-images/val/images/n02102040_981.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 880/3856 /content/data/yolov5-attacked-images/val/images/n02102040_990.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 881/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10041.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 882/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10111.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 883/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10151.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 884/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10200.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 885/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10211.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 886/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10230.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 887/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10232.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 888/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10250.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 889/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10271.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 890/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10341.JPEG: 224x224 (no detections), 5.0ms\n",
            "image 891/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10402.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 892/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10532.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 893/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10591.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 894/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1061.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 895/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10612.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 896/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10670.JPEG: 224x224 1 patch, 8.7ms\n",
            "image 897/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10691.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 898/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10751.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 899/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10870.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 900/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10912.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 901/3856 /content/data/yolov5-attacked-images/val/images/n02979186_10930.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 902/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11.JPEG: 224x224 (no detections), 5.3ms\n",
            "image 903/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11000.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 904/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11052.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 905/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11120.JPEG: 224x192 (no detections), 6.0ms\n",
            "image 906/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11122.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 907/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11151.JPEG: 224x224 1 patch, 7.9ms\n",
            "image 908/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11372.JPEG: 192x224 (no detections), 6.7ms\n",
            "image 909/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11481.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 910/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11550.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 911/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 912/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1171.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 913/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11782.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 914/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11790.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 915/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11861.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 916/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11871.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 917/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11881.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 918/3856 /content/data/yolov5-attacked-images/val/images/n02979186_11971.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 919/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1200.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 920/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12060.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 921/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12072.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 922/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12092.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 923/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12101.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 924/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12122.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 925/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12140.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 926/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12172.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 927/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12260.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 928/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12590.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 929/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12681.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 930/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1281.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 931/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12822.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 932/3856 /content/data/yolov5-attacked-images/val/images/n02979186_12962.JPEG: 224x224 1 patch, 8.5ms\n",
            "image 933/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1300.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 934/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13061.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 935/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13231.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 936/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13250.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 937/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13280.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 938/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13281.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 939/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13442.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 940/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13502.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 941/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13510.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 942/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13572.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 943/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13661.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 944/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13701.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 945/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13740.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 946/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13742.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 947/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1381.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 948/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13841.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 949/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13851.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 950/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13902.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 951/3856 /content/data/yolov5-attacked-images/val/images/n02979186_13950.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 952/3856 /content/data/yolov5-attacked-images/val/images/n02979186_140.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 953/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1401.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 954/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14050.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 955/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14100.JPEG: 224x224 1 patch, 7.4ms\n",
            "image 956/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14251.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 957/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14271.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 958/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14440.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 959/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14462.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 960/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14471.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 961/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1450.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 962/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14550.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 963/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14601.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 964/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14630.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 965/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14712.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 966/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14721.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 967/3856 /content/data/yolov5-attacked-images/val/images/n02979186_14771.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 968/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15350.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 969/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15382.JPEG: 128x224 (no detections), 38.0ms\n",
            "image 970/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15401.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 971/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1542.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 972/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15432.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 973/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15441.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 974/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15511.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 975/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15521.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 976/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1561.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 977/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15800.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 978/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15862.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 979/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15901.JPEG: 192x224 (no detections), 5.7ms\n",
            "image 980/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15931.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 981/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15940.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 982/3856 /content/data/yolov5-attacked-images/val/images/n02979186_15972.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 983/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16101.JPEG: 192x224 (no detections), 7.3ms\n",
            "image 984/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1611.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 985/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16142.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 986/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16192.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 987/3856 /content/data/yolov5-attacked-images/val/images/n02979186_162.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 988/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1621.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 989/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16241.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 990/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1630.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 991/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1632.JPEG: 192x224 (no detections), 7.2ms\n",
            "image 992/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16382.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 993/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16422.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 994/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16581.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 995/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1692.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 996/3856 /content/data/yolov5-attacked-images/val/images/n02979186_16952.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 997/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17060.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 998/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17172.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 999/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17312.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1000/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17460.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1001/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17470.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1002/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17680.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1003/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1792.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1004/3856 /content/data/yolov5-attacked-images/val/images/n02979186_17940.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1005/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18070.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1006/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1810.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1007/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18131.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1008/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18190.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 1009/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18272.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1010/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1841.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1011/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18450.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 1012/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18472.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1013/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18572.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1014/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1015/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1870.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1016/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18720.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 1017/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18802.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1018/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1891.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1019/3856 /content/data/yolov5-attacked-images/val/images/n02979186_18940.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1020/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19011.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1021/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19091.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 1022/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19190.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1023/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1932.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1024/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19322.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1025/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19390.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1026/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19412.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1027/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19440.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1028/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19542.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1029/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19582.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1030/3856 /content/data/yolov5-attacked-images/val/images/n02979186_1961.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1031/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19690.JPEG: 192x224 (no detections), 5.7ms\n",
            "image 1032/3856 /content/data/yolov5-attacked-images/val/images/n02979186_19820.JPEG: 224x224 (no detections), 5.1ms\n",
            "image 1033/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2002.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1034/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20112.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1035/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20132.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1036/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20160.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1037/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20220.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1038/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20312.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1039/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20362.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1040/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2051.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 1041/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20560.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1042/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20561.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1043/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20600.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1044/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20620.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1045/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20631.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1046/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20701.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1047/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20730.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1048/3856 /content/data/yolov5-attacked-images/val/images/n02979186_20880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1049/3856 /content/data/yolov5-attacked-images/val/images/n02979186_21392.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1050/3856 /content/data/yolov5-attacked-images/val/images/n02979186_21401.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1051/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2141.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1052/3856 /content/data/yolov5-attacked-images/val/images/n02979186_21472.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 1053/3856 /content/data/yolov5-attacked-images/val/images/n02979186_21640.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1054/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2172.JPEG: 128x224 (no detections), 5.2ms\n",
            "image 1055/3856 /content/data/yolov5-attacked-images/val/images/n02979186_21910.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1056/3856 /content/data/yolov5-attacked-images/val/images/n02979186_21941.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1057/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22101.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1058/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22111.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1059/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2230.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1060/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22681.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1061/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22761.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1062/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22871.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1063/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22882.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1064/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22991.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1065/3856 /content/data/yolov5-attacked-images/val/images/n02979186_22992.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1066/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2312.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1067/3856 /content/data/yolov5-attacked-images/val/images/n02979186_23362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1068/3856 /content/data/yolov5-attacked-images/val/images/n02979186_23440.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1069/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2350.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1070/3856 /content/data/yolov5-attacked-images/val/images/n02979186_23650.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1071/3856 /content/data/yolov5-attacked-images/val/images/n02979186_23730.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1072/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2381.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1073/3856 /content/data/yolov5-attacked-images/val/images/n02979186_23911.JPEG: 160x224 1 patch, 5.3ms\n",
            "image 1074/3856 /content/data/yolov5-attacked-images/val/images/n02979186_24140.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1075/3856 /content/data/yolov5-attacked-images/val/images/n02979186_24492.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 1076/3856 /content/data/yolov5-attacked-images/val/images/n02979186_24591.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1077/3856 /content/data/yolov5-attacked-images/val/images/n02979186_24592.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1078/3856 /content/data/yolov5-attacked-images/val/images/n02979186_24941.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1079/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2511.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1080/3856 /content/data/yolov5-attacked-images/val/images/n02979186_25141.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1081/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2552.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1082/3856 /content/data/yolov5-attacked-images/val/images/n02979186_260.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1083/3856 /content/data/yolov5-attacked-images/val/images/n02979186_26120.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1084/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2632.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1085/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2642.JPEG: 192x224 (no detections), 5.5ms\n",
            "image 1086/3856 /content/data/yolov5-attacked-images/val/images/n02979186_26451.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1087/3856 /content/data/yolov5-attacked-images/val/images/n02979186_26590.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1088/3856 /content/data/yolov5-attacked-images/val/images/n02979186_26802.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1089/3856 /content/data/yolov5-attacked-images/val/images/n02979186_26820.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1090/3856 /content/data/yolov5-attacked-images/val/images/n02979186_26822.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1091/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2702.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1092/3856 /content/data/yolov5-attacked-images/val/images/n02979186_271.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1093/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27110.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1094/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27252.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1095/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27262.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1096/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27322.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1097/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27392.JPEG: 192x224 (no detections), 7.1ms\n",
            "image 1098/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2742.JPEG: 192x224 (no detections), 4.9ms\n",
            "image 1099/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27471.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1100/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27481.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1101/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27582.JPEG: 224x224 1 patch, 7.5ms\n",
            "image 1102/3856 /content/data/yolov5-attacked-images/val/images/n02979186_27632.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1103/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2772.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1104/3856 /content/data/yolov5-attacked-images/val/images/n02979186_280.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1105/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2810.JPEG: 192x224 (no detections), 8.1ms\n",
            "image 1106/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2830.JPEG: 224x224 1 patch, 8.9ms\n",
            "image 1107/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2841.JPEG: 224x224 1 patch, 10.2ms\n",
            "image 1108/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2842.JPEG: 224x224 1 patch, 7.9ms\n",
            "image 1109/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2902.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1110/3856 /content/data/yolov5-attacked-images/val/images/n02979186_2981.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1111/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3010.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1112/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3102.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1113/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3161.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1114/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3182.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1115/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3200.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 1116/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3211.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1117/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3260.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1118/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3321.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1119/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3371.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1120/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3372.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1121/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3462.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1122/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3472.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1123/3856 /content/data/yolov5-attacked-images/val/images/n02979186_351.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1124/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3530.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1125/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3620.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1126/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3672.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1127/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3772.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1128/3856 /content/data/yolov5-attacked-images/val/images/n02979186_3902.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1129/3856 /content/data/yolov5-attacked-images/val/images/n02979186_40.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1130/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4001.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1131/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4032.JPEG: 192x224 (no detections), 5.5ms\n",
            "image 1132/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4090.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1133/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4230.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1134/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4281.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1135/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4341.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1136/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4361.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1137/3856 /content/data/yolov5-attacked-images/val/images/n02979186_442.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1138/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4511.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1139/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1140/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4690.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1141/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4691.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1142/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4720.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1143/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4780.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1144/3856 /content/data/yolov5-attacked-images/val/images/n02979186_482.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1145/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4830.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1146/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4852.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1147/3856 /content/data/yolov5-attacked-images/val/images/n02979186_491.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1148/3856 /content/data/yolov5-attacked-images/val/images/n02979186_4971.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1149/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5031.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1150/3856 /content/data/yolov5-attacked-images/val/images/n02979186_510.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1151/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5162.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1152/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5280.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1153/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5321.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1154/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5392.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1155/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5411.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1156/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5460.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1157/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5481.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1158/3856 /content/data/yolov5-attacked-images/val/images/n02979186_560.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1159/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5612.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1160/3856 /content/data/yolov5-attacked-images/val/images/n02979186_562.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1161/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5622.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1162/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5772.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1163/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5781.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1164/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5792.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1165/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5822.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1166/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5841.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1167/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5932.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 1168/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5962.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1169/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5970.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1170/3856 /content/data/yolov5-attacked-images/val/images/n02979186_5980.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1171/3856 /content/data/yolov5-attacked-images/val/images/n02979186_600.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1172/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6012.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1173/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6122.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1174/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6172.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1175/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6181.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1176/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6271.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1177/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6390.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 1178/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6470.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1179/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6520.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1180/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6531.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1181/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6712.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1182/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6851.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1183/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6882.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1184/3856 /content/data/yolov5-attacked-images/val/images/n02979186_6992.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1185/3856 /content/data/yolov5-attacked-images/val/images/n02979186_70.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1186/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7060.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1187/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7150.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1188/3856 /content/data/yolov5-attacked-images/val/images/n02979186_731.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1189/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1190/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7371.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1191/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7440.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1192/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7492.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1193/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7531.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1194/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7672.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1195/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7712.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1196/3856 /content/data/yolov5-attacked-images/val/images/n02979186_7820.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1197/3856 /content/data/yolov5-attacked-images/val/images/n02979186_8092.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1198/3856 /content/data/yolov5-attacked-images/val/images/n02979186_811.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 1199/3856 /content/data/yolov5-attacked-images/val/images/n02979186_8122.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 1200/3856 /content/data/yolov5-attacked-images/val/images/n02979186_8211.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1201/3856 /content/data/yolov5-attacked-images/val/images/n02979186_8570.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1202/3856 /content/data/yolov5-attacked-images/val/images/n02979186_872.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1203/3856 /content/data/yolov5-attacked-images/val/images/n02979186_8751.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1204/3856 /content/data/yolov5-attacked-images/val/images/n02979186_8861.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1205/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9011.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1206/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9041.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1207/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9112.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1208/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9131.JPEG: 96x224 (no detections), 41.7ms\n",
            "image 1209/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9232.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1210/3856 /content/data/yolov5-attacked-images/val/images/n02979186_930.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1211/3856 /content/data/yolov5-attacked-images/val/images/n02979186_931.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1212/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9371.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1213/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9411.JPEG: 224x224 (no detections), 5.6ms\n",
            "image 1214/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9431.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1215/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9450.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1216/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9470.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1217/3856 /content/data/yolov5-attacked-images/val/images/n02979186_960.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1218/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9651.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1219/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9740.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1220/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1221/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9811.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1222/3856 /content/data/yolov5-attacked-images/val/images/n02979186_9910.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 1223/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1000.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 1224/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1011.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 1225/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10131.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1226/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10132.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1227/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10200.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1228/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10212.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1229/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10302.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1230/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1031.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1231/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1040.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1232/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10690.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1233/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10692.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1234/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1235/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1082.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1236/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10820.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1237/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10860.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1238/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10902.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 1239/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10960.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1240/3856 /content/data/yolov5-attacked-images/val/images/n03000684_10992.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1241/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1100.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 1242/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11070.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1243/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11090.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1244/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11122.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 1245/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11180.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1246/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1122.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1247/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11241.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1248/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11441.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1249/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11511.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1250/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1251/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11672.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1252/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11701.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1253/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11821.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1254/3856 /content/data/yolov5-attacked-images/val/images/n03000684_11861.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1255/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12051.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1256/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12052.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1257/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1210.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1258/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12170.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1259/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12370.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1260/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12430.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1261/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12470.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1262/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12570.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1263/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12642.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1264/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12670.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1265/3856 /content/data/yolov5-attacked-images/val/images/n03000684_12880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1266/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1290.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1267/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1300.JPEG: 96x224 (no detections), 5.1ms\n",
            "image 1268/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13071.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1269/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1310.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1270/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13182.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1271/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13270.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1272/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13352.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1273/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13402.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1274/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13440.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1275/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13510.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1276/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13511.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1277/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13541.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1278/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13560.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1279/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13920.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1280/3856 /content/data/yolov5-attacked-images/val/images/n03000684_13982.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1281/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14022.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 1282/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14060.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1283/3856 /content/data/yolov5-attacked-images/val/images/n03000684_141.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1284/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14112.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 1285/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14120.JPEG: 224x160 (no detections), 5.4ms\n",
            "image 1286/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14132.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1287/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14171.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1288/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14351.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1289/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14391.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1290/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14502.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1291/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14600.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1292/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14632.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1293/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14650.JPEG: 192x224 1 patch, 5.1ms\n",
            "image 1294/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14720.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 1295/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14740.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1296/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14761.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1297/3856 /content/data/yolov5-attacked-images/val/images/n03000684_14882.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1298/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1490.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1299/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15040.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1300/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15071.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1301/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15181.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1302/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15202.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1303/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15300.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 1304/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15321.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1305/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15400.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1306/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1542.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 1307/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15441.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1308/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15470.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1309/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15521.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1310/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15582.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1311/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15621.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1312/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15690.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1313/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15691.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 1314/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15731.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1315/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15932.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1316/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15950.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1317/3856 /content/data/yolov5-attacked-images/val/images/n03000684_15980.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1318/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16072.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1319/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16092.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1320/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16151.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1321/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16171.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1322/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16242.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1323/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16280.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1324/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16291.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1325/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16312.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 1326/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16372.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1327/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16431.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1328/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16460.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1329/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16542.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1330/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16591.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1331/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16611.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1332/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16632.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1333/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16672.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 1334/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16691.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1335/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16782.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1336/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16790.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1337/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16861.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1338/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16872.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 1339/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1692.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1340/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16972.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1341/3856 /content/data/yolov5-attacked-images/val/images/n03000684_16991.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1342/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17082.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1343/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17132.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1344/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17140.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1345/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17162.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1346/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17182.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1347/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17192.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1348/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17200.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 1349/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17250.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1350/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17261.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1351/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17272.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1352/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17281.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1353/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17330.JPEG: 192x224 (no detections), 5.7ms\n",
            "image 1354/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17382.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1355/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17431.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1356/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1752.JPEG: 224x160 (no detections), 5.8ms\n",
            "image 1357/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17811.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1358/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17862.JPEG: 192x224 (no detections), 5.5ms\n",
            "image 1359/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1790.JPEG: 224x224 1 patch, 8.9ms\n",
            "image 1360/3856 /content/data/yolov5-attacked-images/val/images/n03000684_17902.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1361/3856 /content/data/yolov5-attacked-images/val/images/n03000684_180.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1362/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18020.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1363/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18140.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1364/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1821.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1365/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18242.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1366/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18321.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1367/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18502.JPEG: 160x224 (no detections), 5.4ms\n",
            "image 1368/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18521.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1369/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18590.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1370/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18591.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1371/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18880.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1372/3856 /content/data/yolov5-attacked-images/val/images/n03000684_18881.JPEG: 160x224 (no detections), 5.8ms\n",
            "image 1373/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19071.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1374/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19192.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1375/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19211.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1376/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19272.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1377/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19300.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1378/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19382.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1379/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19591.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1380/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1960.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1381/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19650.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1382/3856 /content/data/yolov5-attacked-images/val/images/n03000684_1970.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1383/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19720.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1384/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19771.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1385/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19792.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1386/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19801.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1387/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19862.JPEG: 224x224 1 patch, 9.4ms\n",
            "image 1388/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19890.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1389/3856 /content/data/yolov5-attacked-images/val/images/n03000684_19981.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1390/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20052.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1391/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20081.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1392/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20250.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1393/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20290.JPEG: 224x224 (no detections), 5.1ms\n",
            "image 1394/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20532.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1395/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2060.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1396/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20650.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1397/3856 /content/data/yolov5-attacked-images/val/images/n03000684_20762.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1398/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2102.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1399/3856 /content/data/yolov5-attacked-images/val/images/n03000684_21641.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1400/3856 /content/data/yolov5-attacked-images/val/images/n03000684_21831.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1401/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2202.JPEG: 224x224 1 patch, 7.5ms\n",
            "image 1402/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2252.JPEG: 160x224 (no detections), 5.6ms\n",
            "image 1403/3856 /content/data/yolov5-attacked-images/val/images/n03000684_22892.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1404/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2340.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1405/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2350.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1406/3856 /content/data/yolov5-attacked-images/val/images/n03000684_23960.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1407/3856 /content/data/yolov5-attacked-images/val/images/n03000684_23971.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1408/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2402.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1409/3856 /content/data/yolov5-attacked-images/val/images/n03000684_24020.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1410/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2421.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1411/3856 /content/data/yolov5-attacked-images/val/images/n03000684_24332.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1412/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2452.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1413/3856 /content/data/yolov5-attacked-images/val/images/n03000684_24542.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1414/3856 /content/data/yolov5-attacked-images/val/images/n03000684_24620.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1415/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2472.JPEG: 160x224 (no detections), 7.0ms\n",
            "image 1416/3856 /content/data/yolov5-attacked-images/val/images/n03000684_24991.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1417/3856 /content/data/yolov5-attacked-images/val/images/n03000684_25302.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1418/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2541.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1419/3856 /content/data/yolov5-attacked-images/val/images/n03000684_25411.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1420/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2562.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1421/3856 /content/data/yolov5-attacked-images/val/images/n03000684_25951.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1422/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2610.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1423/3856 /content/data/yolov5-attacked-images/val/images/n03000684_26780.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1424/3856 /content/data/yolov5-attacked-images/val/images/n03000684_26901.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1425/3856 /content/data/yolov5-attacked-images/val/images/n03000684_272.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1426/3856 /content/data/yolov5-attacked-images/val/images/n03000684_27220.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1427/3856 /content/data/yolov5-attacked-images/val/images/n03000684_27361.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1428/3856 /content/data/yolov5-attacked-images/val/images/n03000684_27850.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1429/3856 /content/data/yolov5-attacked-images/val/images/n03000684_27981.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1430/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2812.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1431/3856 /content/data/yolov5-attacked-images/val/images/n03000684_28162.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1432/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2820.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1433/3856 /content/data/yolov5-attacked-images/val/images/n03000684_28702.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1434/3856 /content/data/yolov5-attacked-images/val/images/n03000684_28711.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1435/3856 /content/data/yolov5-attacked-images/val/images/n03000684_29062.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1436/3856 /content/data/yolov5-attacked-images/val/images/n03000684_292.JPEG: 160x224 (no detections), 5.4ms\n",
            "image 1437/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2922.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1438/3856 /content/data/yolov5-attacked-images/val/images/n03000684_29462.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1439/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2960.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1440/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2961.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1441/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2972.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 1442/3856 /content/data/yolov5-attacked-images/val/images/n03000684_2980.JPEG: 160x224 (no detections), 5.6ms\n",
            "image 1443/3856 /content/data/yolov5-attacked-images/val/images/n03000684_29900.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1444/3856 /content/data/yolov5-attacked-images/val/images/n03000684_30092.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1445/3856 /content/data/yolov5-attacked-images/val/images/n03000684_30141.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1446/3856 /content/data/yolov5-attacked-images/val/images/n03000684_30692.JPEG: 224x224 1 patch, 10.1ms\n",
            "image 1447/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3072.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1448/3856 /content/data/yolov5-attacked-images/val/images/n03000684_30930.JPEG: 160x224 (no detections), 5.7ms\n",
            "image 1449/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31000.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1450/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31112.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1451/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31181.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1452/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3161.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1453/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31721.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1454/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1455/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31890.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1456/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31930.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1457/3856 /content/data/yolov5-attacked-images/val/images/n03000684_31982.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1458/3856 /content/data/yolov5-attacked-images/val/images/n03000684_32.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1459/3856 /content/data/yolov5-attacked-images/val/images/n03000684_32191.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1460/3856 /content/data/yolov5-attacked-images/val/images/n03000684_32301.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1461/3856 /content/data/yolov5-attacked-images/val/images/n03000684_32320.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 1462/3856 /content/data/yolov5-attacked-images/val/images/n03000684_32351.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 1463/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3271.JPEG: 224x192 (no detections), 6.6ms\n",
            "image 1464/3856 /content/data/yolov5-attacked-images/val/images/n03000684_33281.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1465/3856 /content/data/yolov5-attacked-images/val/images/n03000684_33461.JPEG: 224x224 1 patch, 8.3ms\n",
            "image 1466/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3361.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 1467/3856 /content/data/yolov5-attacked-images/val/images/n03000684_33902.JPEG: 224x224 1 patch, 8.5ms\n",
            "image 1468/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3392.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1469/3856 /content/data/yolov5-attacked-images/val/images/n03000684_340.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1470/3856 /content/data/yolov5-attacked-images/val/images/n03000684_34011.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 1471/3856 /content/data/yolov5-attacked-images/val/images/n03000684_34132.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 1472/3856 /content/data/yolov5-attacked-images/val/images/n03000684_34171.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1473/3856 /content/data/yolov5-attacked-images/val/images/n03000684_34440.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1474/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3470.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1475/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3482.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1476/3856 /content/data/yolov5-attacked-images/val/images/n03000684_34971.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1477/3856 /content/data/yolov5-attacked-images/val/images/n03000684_35140.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1478/3856 /content/data/yolov5-attacked-images/val/images/n03000684_35201.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 1479/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3532.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1480/3856 /content/data/yolov5-attacked-images/val/images/n03000684_35692.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1481/3856 /content/data/yolov5-attacked-images/val/images/n03000684_35991.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1482/3856 /content/data/yolov5-attacked-images/val/images/n03000684_36420.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1483/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3780.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1484/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3881.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1485/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3952.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1486/3856 /content/data/yolov5-attacked-images/val/images/n03000684_3990.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1487/3856 /content/data/yolov5-attacked-images/val/images/n03000684_400.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 1488/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4001.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1489/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4012.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1490/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4062.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1491/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4081.JPEG: 224x128 (no detections), 37.6ms\n",
            "image 1492/3856 /content/data/yolov5-attacked-images/val/images/n03000684_41.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1493/3856 /content/data/yolov5-attacked-images/val/images/n03000684_410.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1494/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4210.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1495/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4271.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1496/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4310.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1497/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4351.JPEG: 224x224 2 patchs, 4.8ms\n",
            "image 1498/3856 /content/data/yolov5-attacked-images/val/images/n03000684_440.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 1499/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4401.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 1500/3856 /content/data/yolov5-attacked-images/val/images/n03000684_441.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1501/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4472.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 1502/3856 /content/data/yolov5-attacked-images/val/images/n03000684_4631.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1503/3856 /content/data/yolov5-attacked-images/val/images/n03000684_481.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1504/3856 /content/data/yolov5-attacked-images/val/images/n03000684_501.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1505/3856 /content/data/yolov5-attacked-images/val/images/n03000684_502.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1506/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5041.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1507/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5230.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1508/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5231.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1509/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5500.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1510/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5641.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1511/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5692.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 1512/3856 /content/data/yolov5-attacked-images/val/images/n03000684_580.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1513/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5841.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1514/3856 /content/data/yolov5-attacked-images/val/images/n03000684_590.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1515/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5910.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1516/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5970.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1517/3856 /content/data/yolov5-attacked-images/val/images/n03000684_5981.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1518/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6020.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1519/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6021.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1520/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6050.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1521/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6131.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1522/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6142.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1523/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6160.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 1524/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6220.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1525/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6292.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1526/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6341.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1527/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6392.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1528/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6460.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1529/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6471.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1530/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6552.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1531/3856 /content/data/yolov5-attacked-images/val/images/n03000684_661.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1532/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6632.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 1533/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6640.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1534/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6710.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1535/3856 /content/data/yolov5-attacked-images/val/images/n03000684_672.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1536/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6761.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1537/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6822.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1538/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6881.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1539/3856 /content/data/yolov5-attacked-images/val/images/n03000684_6992.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1540/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7012.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1541/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7050.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1542/3856 /content/data/yolov5-attacked-images/val/images/n03000684_711.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1543/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7132.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1544/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7152.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1545/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7161.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1546/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7222.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1547/3856 /content/data/yolov5-attacked-images/val/images/n03000684_731.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1548/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7312.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1549/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7360.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1550/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7400.JPEG: 224x224 (no detections), 4.9ms\n",
            "image 1551/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7460.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1552/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7620.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1553/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7671.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1554/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7790.JPEG: 224x224 1 patch, 7.7ms\n",
            "image 1555/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7822.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1556/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7881.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1557/3856 /content/data/yolov5-attacked-images/val/images/n03000684_7920.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1558/3856 /content/data/yolov5-attacked-images/val/images/n03000684_802.JPEG: 224x224 2 patchs, 7.6ms\n",
            "image 1559/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8071.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1560/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8140.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1561/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8190.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 1562/3856 /content/data/yolov5-attacked-images/val/images/n03000684_82.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1563/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8220.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1564/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8241.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1565/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8411.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1566/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8502.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1567/3856 /content/data/yolov5-attacked-images/val/images/n03000684_851.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1568/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8522.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1569/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8560.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1570/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8580.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1571/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8651.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1572/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8692.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1573/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8800.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1574/3856 /content/data/yolov5-attacked-images/val/images/n03000684_882.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1575/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8831.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1576/3856 /content/data/yolov5-attacked-images/val/images/n03000684_8890.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1577/3856 /content/data/yolov5-attacked-images/val/images/n03000684_900.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1578/3856 /content/data/yolov5-attacked-images/val/images/n03000684_902.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1579/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9182.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1580/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9260.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1581/3856 /content/data/yolov5-attacked-images/val/images/n03000684_931.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1582/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9311.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1583/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9390.JPEG: 192x224 (no detections), 8.0ms\n",
            "image 1584/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9440.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1585/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9452.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1586/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9470.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1587/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9612.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 1588/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9741.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1589/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9752.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1590/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9881.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1591/3856 /content/data/yolov5-attacked-images/val/images/n03000684_9942.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1592/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 1593/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1002.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1594/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10020.JPEG: 224x224 2 patchs, 4.8ms\n",
            "image 1595/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10032.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 1596/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10040.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1597/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1598/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10111.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1599/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10141.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 1600/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10191.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1601/3856 /content/data/yolov5-attacked-images/val/images/n03028079_102.JPEG: 224x192 (no detections), 5.0ms\n",
            "image 1602/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10230.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1603/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10241.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1604/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10410.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1605/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10451.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 1606/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10452.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1607/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10511.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1608/3856 /content/data/yolov5-attacked-images/val/images/n03028079_105232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1609/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10590.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1610/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10611.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1611/3856 /content/data/yolov5-attacked-images/val/images/n03028079_10631.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1612/3856 /content/data/yolov5-attacked-images/val/images/n03028079_108321.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1613/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1090.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1614/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1091.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 1615/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1102.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1616/3856 /content/data/yolov5-attacked-images/val/images/n03028079_110420.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1617/3856 /content/data/yolov5-attacked-images/val/images/n03028079_11111.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1618/3856 /content/data/yolov5-attacked-images/val/images/n03028079_11250.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1619/3856 /content/data/yolov5-attacked-images/val/images/n03028079_112802.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1620/3856 /content/data/yolov5-attacked-images/val/images/n03028079_113001.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1621/3856 /content/data/yolov5-attacked-images/val/images/n03028079_11401.JPEG: 224x192 (no detections), 5.3ms\n",
            "image 1622/3856 /content/data/yolov5-attacked-images/val/images/n03028079_11591.JPEG: 224x192 (no detections), 4.7ms\n",
            "image 1623/3856 /content/data/yolov5-attacked-images/val/images/n03028079_12061.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1624/3856 /content/data/yolov5-attacked-images/val/images/n03028079_12090.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1625/3856 /content/data/yolov5-attacked-images/val/images/n03028079_122592.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1626/3856 /content/data/yolov5-attacked-images/val/images/n03028079_12330.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1627/3856 /content/data/yolov5-attacked-images/val/images/n03028079_12681.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1628/3856 /content/data/yolov5-attacked-images/val/images/n03028079_12732.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1629/3856 /content/data/yolov5-attacked-images/val/images/n03028079_12812.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1630/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13002.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1631/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13021.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1632/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13251.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1633/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1332.JPEG: 224x224 1 patch, 8.6ms\n",
            "image 1634/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13331.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1635/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1350.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1636/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13530.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1637/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13542.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1638/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13580.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1639/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13601.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1640/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1372.JPEG: 224x224 1 patch, 7.1ms\n",
            "image 1641/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13721.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1642/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1381.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1643/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13952.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1644/3856 /content/data/yolov5-attacked-images/val/images/n03028079_13981.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1645/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14010.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1646/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14021.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1647/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14181.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1648/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14192.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1649/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14210.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1650/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14310.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 1651/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14371.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1652/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14382.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1653/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14492.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1654/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14582.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1655/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14600.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1656/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14621.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1657/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14770.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1658/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14860.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1659/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14900.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1660/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14910.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 1661/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14920.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 1662/3856 /content/data/yolov5-attacked-images/val/images/n03028079_14992.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1663/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15002.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1664/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1501.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1665/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1502.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 1666/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15081.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1667/3856 /content/data/yolov5-attacked-images/val/images/n03028079_151.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1668/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15102.JPEG: 224x224 1 patch, 7.1ms\n",
            "image 1669/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15111.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1670/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15240.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1671/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15262.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1672/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15370.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1673/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15392.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1674/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15461.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1675/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15602.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1676/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15930.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1677/3856 /content/data/yolov5-attacked-images/val/images/n03028079_15961.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1678/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16080.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1679/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16111.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1680/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16361.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1681/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16501.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1682/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16660.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1683/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16731.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1684/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16811.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1685/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16820.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1686/3856 /content/data/yolov5-attacked-images/val/images/n03028079_16960.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1687/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17171.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1688/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17280.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1689/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17302.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1690/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17351.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1691/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17432.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1692/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17461.JPEG: 224x224 1 patch, 8.3ms\n",
            "image 1693/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17551.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1694/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17561.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1695/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17690.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1696/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17831.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1697/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17862.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 1698/3856 /content/data/yolov5-attacked-images/val/images/n03028079_17922.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1699/3856 /content/data/yolov5-attacked-images/val/images/n03028079_18371.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1700/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1870.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1701/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1881.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 1702/3856 /content/data/yolov5-attacked-images/val/images/n03028079_19002.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1703/3856 /content/data/yolov5-attacked-images/val/images/n03028079_19192.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1704/3856 /content/data/yolov5-attacked-images/val/images/n03028079_1922.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1705/3856 /content/data/yolov5-attacked-images/val/images/n03028079_19501.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 1706/3856 /content/data/yolov5-attacked-images/val/images/n03028079_20012.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1707/3856 /content/data/yolov5-attacked-images/val/images/n03028079_20210.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1708/3856 /content/data/yolov5-attacked-images/val/images/n03028079_20232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1709/3856 /content/data/yolov5-attacked-images/val/images/n03028079_20312.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1710/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2060.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1711/3856 /content/data/yolov5-attacked-images/val/images/n03028079_20670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1712/3856 /content/data/yolov5-attacked-images/val/images/n03028079_20910.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 1713/3856 /content/data/yolov5-attacked-images/val/images/n03028079_21591.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1714/3856 /content/data/yolov5-attacked-images/val/images/n03028079_21762.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1715/3856 /content/data/yolov5-attacked-images/val/images/n03028079_22390.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1716/3856 /content/data/yolov5-attacked-images/val/images/n03028079_22500.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1717/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2321.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1718/3856 /content/data/yolov5-attacked-images/val/images/n03028079_23280.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1719/3856 /content/data/yolov5-attacked-images/val/images/n03028079_23521.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1720/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2382.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1721/3856 /content/data/yolov5-attacked-images/val/images/n03028079_24072.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1722/3856 /content/data/yolov5-attacked-images/val/images/n03028079_24471.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 1723/3856 /content/data/yolov5-attacked-images/val/images/n03028079_24602.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1724/3856 /content/data/yolov5-attacked-images/val/images/n03028079_24642.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1725/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2470.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1726/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2510.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1727/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25331.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1728/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25391.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1729/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25462.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1730/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25542.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1731/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25612.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1732/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25680.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1733/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25712.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1734/3856 /content/data/yolov5-attacked-images/val/images/n03028079_25800.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1735/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2592.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1736/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26110.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1737/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26180.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1738/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26202.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1739/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26221.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1740/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26272.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1741/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26291.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1742/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26371.JPEG: 160x224 (no detections), 8.0ms\n",
            "image 1743/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26390.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1744/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26571.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1745/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2660.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1746/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26601.JPEG: 224x192 (no detections), 5.3ms\n",
            "image 1747/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26810.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1748/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26842.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1749/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26852.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1750/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26940.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1751/3856 /content/data/yolov5-attacked-images/val/images/n03028079_26971.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1752/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1753/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2750.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1754/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27511.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1755/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27520.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1756/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27662.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1757/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27781.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1758/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2782.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1759/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27902.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1760/3856 /content/data/yolov5-attacked-images/val/images/n03028079_27980.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1761/3856 /content/data/yolov5-attacked-images/val/images/n03028079_28242.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1762/3856 /content/data/yolov5-attacked-images/val/images/n03028079_28302.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1763/3856 /content/data/yolov5-attacked-images/val/images/n03028079_28352.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1764/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2842.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1765/3856 /content/data/yolov5-attacked-images/val/images/n03028079_28432.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1766/3856 /content/data/yolov5-attacked-images/val/images/n03028079_28521.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1767/3856 /content/data/yolov5-attacked-images/val/images/n03028079_28662.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1768/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29012.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1769/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29062.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1770/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29140.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1771/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1772/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2941.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 1773/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29410.JPEG: 192x224 (no detections), 5.7ms\n",
            "image 1774/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29412.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1775/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2942.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1776/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29461.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1777/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2951.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1778/3856 /content/data/yolov5-attacked-images/val/images/n03028079_2952.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 1779/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29612.JPEG: 224x224 1 patch, 8.7ms\n",
            "image 1780/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29670.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 1781/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29920.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1782/3856 /content/data/yolov5-attacked-images/val/images/n03028079_29942.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1783/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3000.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1784/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30011.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1785/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30030.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1786/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30181.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1787/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30232.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1788/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30381.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1789/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3042.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1790/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30450.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 1791/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30460.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1792/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30642.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1793/3856 /content/data/yolov5-attacked-images/val/images/n03028079_30751.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1794/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1795/3856 /content/data/yolov5-attacked-images/val/images/n03028079_31082.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1796/3856 /content/data/yolov5-attacked-images/val/images/n03028079_31112.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1797/3856 /content/data/yolov5-attacked-images/val/images/n03028079_31481.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 1798/3856 /content/data/yolov5-attacked-images/val/images/n03028079_31571.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 1799/3856 /content/data/yolov5-attacked-images/val/images/n03028079_31592.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1800/3856 /content/data/yolov5-attacked-images/val/images/n03028079_31602.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 1801/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3192.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1802/3856 /content/data/yolov5-attacked-images/val/images/n03028079_32110.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1803/3856 /content/data/yolov5-attacked-images/val/images/n03028079_32131.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1804/3856 /content/data/yolov5-attacked-images/val/images/n03028079_322.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1805/3856 /content/data/yolov5-attacked-images/val/images/n03028079_32202.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1806/3856 /content/data/yolov5-attacked-images/val/images/n03028079_32580.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1807/3856 /content/data/yolov5-attacked-images/val/images/n03028079_33001.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1808/3856 /content/data/yolov5-attacked-images/val/images/n03028079_332.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1809/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3320.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1810/3856 /content/data/yolov5-attacked-images/val/images/n03028079_33241.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 1811/3856 /content/data/yolov5-attacked-images/val/images/n03028079_33260.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1812/3856 /content/data/yolov5-attacked-images/val/images/n03028079_33671.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1813/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3400.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1814/3856 /content/data/yolov5-attacked-images/val/images/n03028079_34051.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1815/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3432.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1816/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3441.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1817/3856 /content/data/yolov5-attacked-images/val/images/n03028079_34851.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1818/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3492.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1819/3856 /content/data/yolov5-attacked-images/val/images/n03028079_35160.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 1820/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3540.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1821/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3542.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1822/3856 /content/data/yolov5-attacked-images/val/images/n03028079_35911.JPEG: 224x224 1 patch, 8.5ms\n",
            "image 1823/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3600.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1824/3856 /content/data/yolov5-attacked-images/val/images/n03028079_36092.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1825/3856 /content/data/yolov5-attacked-images/val/images/n03028079_362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1826/3856 /content/data/yolov5-attacked-images/val/images/n03028079_36351.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 1827/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3670.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1828/3856 /content/data/yolov5-attacked-images/val/images/n03028079_36821.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1829/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3700.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1830/3856 /content/data/yolov5-attacked-images/val/images/n03028079_37021.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1831/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3732.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1832/3856 /content/data/yolov5-attacked-images/val/images/n03028079_38351.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1833/3856 /content/data/yolov5-attacked-images/val/images/n03028079_38692.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1834/3856 /content/data/yolov5-attacked-images/val/images/n03028079_38700.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 1835/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3932.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1836/3856 /content/data/yolov5-attacked-images/val/images/n03028079_39321.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1837/3856 /content/data/yolov5-attacked-images/val/images/n03028079_3972.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1838/3856 /content/data/yolov5-attacked-images/val/images/n03028079_40120.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1839/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4022.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1840/3856 /content/data/yolov5-attacked-images/val/images/n03028079_40412.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1841/3856 /content/data/yolov5-attacked-images/val/images/n03028079_40510.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1842/3856 /content/data/yolov5-attacked-images/val/images/n03028079_40711.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1843/3856 /content/data/yolov5-attacked-images/val/images/n03028079_41101.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1844/3856 /content/data/yolov5-attacked-images/val/images/n03028079_41342.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1845/3856 /content/data/yolov5-attacked-images/val/images/n03028079_41791.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1846/3856 /content/data/yolov5-attacked-images/val/images/n03028079_42222.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1847/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4292.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1848/3856 /content/data/yolov5-attacked-images/val/images/n03028079_43102.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1849/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4320.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 1850/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4401.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 1851/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4572.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1852/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4612.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1853/3856 /content/data/yolov5-attacked-images/val/images/n03028079_46322.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1854/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4651.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 1855/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4661.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1856/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4672.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1857/3856 /content/data/yolov5-attacked-images/val/images/n03028079_46722.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1858/3856 /content/data/yolov5-attacked-images/val/images/n03028079_47271.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1859/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4731.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1860/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4821.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1861/3856 /content/data/yolov5-attacked-images/val/images/n03028079_4902.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 1862/3856 /content/data/yolov5-attacked-images/val/images/n03028079_49041.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1863/3856 /content/data/yolov5-attacked-images/val/images/n03028079_49281.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1864/3856 /content/data/yolov5-attacked-images/val/images/n03028079_50060.JPEG: 224x224 1 patch, 8.3ms\n",
            "image 1865/3856 /content/data/yolov5-attacked-images/val/images/n03028079_51072.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 1866/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5232.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 1867/3856 /content/data/yolov5-attacked-images/val/images/n03028079_52470.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1868/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5260.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1869/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5261.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1870/3856 /content/data/yolov5-attacked-images/val/images/n03028079_53111.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1871/3856 /content/data/yolov5-attacked-images/val/images/n03028079_532.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1872/3856 /content/data/yolov5-attacked-images/val/images/n03028079_53551.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1873/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5401.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1874/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5402.JPEG: 224x224 (no detections), 4.9ms\n",
            "image 1875/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5432.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1876/3856 /content/data/yolov5-attacked-images/val/images/n03028079_54480.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1877/3856 /content/data/yolov5-attacked-images/val/images/n03028079_56741.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1878/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5690.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1879/3856 /content/data/yolov5-attacked-images/val/images/n03028079_57010.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1880/3856 /content/data/yolov5-attacked-images/val/images/n03028079_57572.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1881/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5852.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1882/3856 /content/data/yolov5-attacked-images/val/images/n03028079_58650.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1883/3856 /content/data/yolov5-attacked-images/val/images/n03028079_59261.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1884/3856 /content/data/yolov5-attacked-images/val/images/n03028079_5942.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 1885/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6110.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1886/3856 /content/data/yolov5-attacked-images/val/images/n03028079_61951.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1887/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6251.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1888/3856 /content/data/yolov5-attacked-images/val/images/n03028079_62551.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1889/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6292.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1890/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6372.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 1891/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6421.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1892/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6452.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1893/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6462.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 1894/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6491.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 1895/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6501.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1896/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6601.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1897/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6720.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1898/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6722.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1899/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6831.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1900/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6860.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1901/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6912.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1902/3856 /content/data/yolov5-attacked-images/val/images/n03028079_6971.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1903/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7021.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1904/3856 /content/data/yolov5-attacked-images/val/images/n03028079_71550.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1905/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7171.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1906/3856 /content/data/yolov5-attacked-images/val/images/n03028079_72272.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1907/3856 /content/data/yolov5-attacked-images/val/images/n03028079_72360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1908/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7250.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1909/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7251.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 1910/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7271.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1911/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7301.JPEG: 192x224 1 patch, 5.0ms\n",
            "image 1912/3856 /content/data/yolov5-attacked-images/val/images/n03028079_73142.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1913/3856 /content/data/yolov5-attacked-images/val/images/n03028079_73181.JPEG: 224x160 (no detections), 7.6ms\n",
            "image 1914/3856 /content/data/yolov5-attacked-images/val/images/n03028079_732.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1915/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7392.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1916/3856 /content/data/yolov5-attacked-images/val/images/n03028079_74100.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1917/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7422.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1918/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7471.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1919/3856 /content/data/yolov5-attacked-images/val/images/n03028079_75880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1920/3856 /content/data/yolov5-attacked-images/val/images/n03028079_76461.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1921/3856 /content/data/yolov5-attacked-images/val/images/n03028079_76700.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1922/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7730.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1923/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7752.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1924/3856 /content/data/yolov5-attacked-images/val/images/n03028079_77811.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 1925/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7881.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 1926/3856 /content/data/yolov5-attacked-images/val/images/n03028079_7882.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1927/3856 /content/data/yolov5-attacked-images/val/images/n03028079_79790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1928/3856 /content/data/yolov5-attacked-images/val/images/n03028079_80.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1929/3856 /content/data/yolov5-attacked-images/val/images/n03028079_800.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1930/3856 /content/data/yolov5-attacked-images/val/images/n03028079_80352.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1931/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8132.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1932/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8151.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1933/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8161.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1934/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8162.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1935/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8172.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1936/3856 /content/data/yolov5-attacked-images/val/images/n03028079_83412.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1937/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8360.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1938/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8361.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1939/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8382.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1940/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8531.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1941/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8572.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1942/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8611.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1943/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8661.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1944/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8712.JPEG: 224x224 1 patch, 7.9ms\n",
            "image 1945/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8720.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1946/3856 /content/data/yolov5-attacked-images/val/images/n03028079_87780.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 1947/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8911.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1948/3856 /content/data/yolov5-attacked-images/val/images/n03028079_8971.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 1949/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9071.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1950/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9082.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1951/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9112.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1952/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9160.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 1953/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9220.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1954/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9320.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 1955/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9371.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1956/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9481.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1957/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9500.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1958/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9560.JPEG: 224x224 1 patch, 11.6ms\n",
            "image 1959/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9580.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 1960/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9632.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 1961/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9662.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1962/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9682.JPEG: 224x224 (no detections), 5.5ms\n",
            "image 1963/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9702.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1964/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9810.JPEG: 224x224 2 patchs, 4.8ms\n",
            "image 1965/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9821.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 1966/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9901.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1967/3856 /content/data/yolov5-attacked-images/val/images/n03028079_9920.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1968/3856 /content/data/yolov5-attacked-images/val/images/n03028079_99351.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1969/3856 /content/data/yolov5-attacked-images/val/images/n03394916_10501.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1970/3856 /content/data/yolov5-attacked-images/val/images/n03394916_10591.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1971/3856 /content/data/yolov5-attacked-images/val/images/n03394916_1091.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 1972/3856 /content/data/yolov5-attacked-images/val/images/n03394916_11030.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1973/3856 /content/data/yolov5-attacked-images/val/images/n03394916_1130.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1974/3856 /content/data/yolov5-attacked-images/val/images/n03394916_11330.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1975/3856 /content/data/yolov5-attacked-images/val/images/n03394916_11571.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 1976/3856 /content/data/yolov5-attacked-images/val/images/n03394916_11582.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1977/3856 /content/data/yolov5-attacked-images/val/images/n03394916_12292.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1978/3856 /content/data/yolov5-attacked-images/val/images/n03394916_12430.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1979/3856 /content/data/yolov5-attacked-images/val/images/n03394916_13492.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1980/3856 /content/data/yolov5-attacked-images/val/images/n03394916_14002.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1981/3856 /content/data/yolov5-attacked-images/val/images/n03394916_14162.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1982/3856 /content/data/yolov5-attacked-images/val/images/n03394916_15352.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1983/3856 /content/data/yolov5-attacked-images/val/images/n03394916_15691.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1984/3856 /content/data/yolov5-attacked-images/val/images/n03394916_1592.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1985/3856 /content/data/yolov5-attacked-images/val/images/n03394916_16212.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 1986/3856 /content/data/yolov5-attacked-images/val/images/n03394916_16322.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1987/3856 /content/data/yolov5-attacked-images/val/images/n03394916_16601.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 1988/3856 /content/data/yolov5-attacked-images/val/images/n03394916_16781.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1989/3856 /content/data/yolov5-attacked-images/val/images/n03394916_17100.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1990/3856 /content/data/yolov5-attacked-images/val/images/n03394916_17141.JPEG: 160x224 (no detections), 8.3ms\n",
            "image 1991/3856 /content/data/yolov5-attacked-images/val/images/n03394916_17780.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 1992/3856 /content/data/yolov5-attacked-images/val/images/n03394916_17890.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1993/3856 /content/data/yolov5-attacked-images/val/images/n03394916_180.JPEG: 224x224 (no detections), 6.3ms\n",
            "image 1994/3856 /content/data/yolov5-attacked-images/val/images/n03394916_18691.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 1995/3856 /content/data/yolov5-attacked-images/val/images/n03394916_18901.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1996/3856 /content/data/yolov5-attacked-images/val/images/n03394916_19491.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1997/3856 /content/data/yolov5-attacked-images/val/images/n03394916_20281.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 1998/3856 /content/data/yolov5-attacked-images/val/images/n03394916_20420.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 1999/3856 /content/data/yolov5-attacked-images/val/images/n03394916_21040.JPEG: 192x224 (no detections), 5.8ms\n",
            "image 2000/3856 /content/data/yolov5-attacked-images/val/images/n03394916_21092.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 2001/3856 /content/data/yolov5-attacked-images/val/images/n03394916_21272.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2002/3856 /content/data/yolov5-attacked-images/val/images/n03394916_2151.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2003/3856 /content/data/yolov5-attacked-images/val/images/n03394916_22661.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 2004/3856 /content/data/yolov5-attacked-images/val/images/n03394916_22791.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2005/3856 /content/data/yolov5-attacked-images/val/images/n03394916_230.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2006/3856 /content/data/yolov5-attacked-images/val/images/n03394916_23071.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2007/3856 /content/data/yolov5-attacked-images/val/images/n03394916_23222.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2008/3856 /content/data/yolov5-attacked-images/val/images/n03394916_23411.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2009/3856 /content/data/yolov5-attacked-images/val/images/n03394916_23742.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2010/3856 /content/data/yolov5-attacked-images/val/images/n03394916_23942.JPEG: 224x224 (no detections), 4.6ms\n",
            "image 2011/3856 /content/data/yolov5-attacked-images/val/images/n03394916_24420.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2012/3856 /content/data/yolov5-attacked-images/val/images/n03394916_24532.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2013/3856 /content/data/yolov5-attacked-images/val/images/n03394916_25580.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 2014/3856 /content/data/yolov5-attacked-images/val/images/n03394916_25670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2015/3856 /content/data/yolov5-attacked-images/val/images/n03394916_25781.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2016/3856 /content/data/yolov5-attacked-images/val/images/n03394916_25821.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 2017/3856 /content/data/yolov5-attacked-images/val/images/n03394916_25832.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2018/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26040.JPEG: 224x160 (no detections), 5.7ms\n",
            "image 2019/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26102.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2020/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26252.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2021/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26260.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2022/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26270.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2023/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26391.JPEG: 224x160 (no detections), 5.0ms\n",
            "image 2024/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26422.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2025/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26802.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2026/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26831.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2027/3856 /content/data/yolov5-attacked-images/val/images/n03394916_26940.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2028/3856 /content/data/yolov5-attacked-images/val/images/n03394916_27071.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2029/3856 /content/data/yolov5-attacked-images/val/images/n03394916_27241.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2030/3856 /content/data/yolov5-attacked-images/val/images/n03394916_27560.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2031/3856 /content/data/yolov5-attacked-images/val/images/n03394916_27932.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2032/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28291.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 2033/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28381.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2034/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28421.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2035/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28431.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2036/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28461.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2037/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28561.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2038/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28590.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2039/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28651.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2040/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28830.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2041/3856 /content/data/yolov5-attacked-images/val/images/n03394916_28971.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2042/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29091.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2043/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29130.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 2044/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29142.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2045/3856 /content/data/yolov5-attacked-images/val/images/n03394916_292.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2046/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29311.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 2047/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29412.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 2048/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29480.JPEG: 192x224 (no detections), 8.9ms\n",
            "image 2049/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29500.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 2050/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29530.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2051/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29541.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2052/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29580.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2053/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29611.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2054/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29622.JPEG: 224x224 1 patch, 9.0ms\n",
            "image 2055/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29722.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2056/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29752.JPEG: 160x224 (no detections), 5.0ms\n",
            "image 2057/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29762.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2058/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29780.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2059/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29842.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 2060/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29861.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2061/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29911.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2062/3856 /content/data/yolov5-attacked-images/val/images/n03394916_29940.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2063/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30001.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2064/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30072.JPEG: 224x224 2 patchs, 4.9ms\n",
            "image 2065/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30162.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2066/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30222.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2067/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30231.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 2068/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30261.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2069/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30310.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2070/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30432.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2071/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30451.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2072/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30460.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2073/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30500.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2074/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30631.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2075/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30671.JPEG: 160x224 (no detections), 5.0ms\n",
            "image 2076/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30700.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2077/3856 /content/data/yolov5-attacked-images/val/images/n03394916_30881.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2078/3856 /content/data/yolov5-attacked-images/val/images/n03394916_31860.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2079/3856 /content/data/yolov5-attacked-images/val/images/n03394916_31871.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2080/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32340.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2081/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32411.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2082/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32422.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2083/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32520.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2084/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32522.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2085/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32550.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2086/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32582.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2087/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32661.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2088/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32730.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2089/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32800.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2090/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32931.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2091/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32980.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2092/3856 /content/data/yolov5-attacked-images/val/images/n03394916_32982.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2093/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33012.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2094/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33181.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2095/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33200.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2096/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33221.JPEG: 192x224 1 patch, 5.2ms\n",
            "image 2097/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33222.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2098/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33260.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 2099/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33262.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2100/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33291.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2101/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33341.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 2102/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33352.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2103/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33380.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2104/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33462.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2105/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33481.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2106/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33490.JPEG: 192x224 (no detections), 5.8ms\n",
            "image 2107/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33662.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2108/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33711.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2109/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33771.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2110/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33902.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2111/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33940.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2112/3856 /content/data/yolov5-attacked-images/val/images/n03394916_33942.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2113/3856 /content/data/yolov5-attacked-images/val/images/n03394916_34012.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2114/3856 /content/data/yolov5-attacked-images/val/images/n03394916_34051.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2115/3856 /content/data/yolov5-attacked-images/val/images/n03394916_3422.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2116/3856 /content/data/yolov5-attacked-images/val/images/n03394916_34332.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2117/3856 /content/data/yolov5-attacked-images/val/images/n03394916_34492.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2118/3856 /content/data/yolov5-attacked-images/val/images/n03394916_34532.JPEG: 192x224 (no detections), 6.1ms\n",
            "image 2119/3856 /content/data/yolov5-attacked-images/val/images/n03394916_34752.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 2120/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35172.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2121/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35182.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2122/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35200.JPEG: 224x224 1 patch, 9.6ms\n",
            "image 2123/3856 /content/data/yolov5-attacked-images/val/images/n03394916_3522.JPEG: 224x224 1 patch, 8.6ms\n",
            "image 2124/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35271.JPEG: 224x224 1 patch, 7.7ms\n",
            "image 2125/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35292.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 2126/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35320.JPEG: 224x224 1 patch, 8.5ms\n",
            "image 2127/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2128/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35542.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 2129/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35620.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2130/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35731.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2131/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35740.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 2132/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35801.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2133/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35812.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2134/3856 /content/data/yolov5-attacked-images/val/images/n03394916_35871.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2135/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36000.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2136/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36002.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2137/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36102.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2138/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36172.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2139/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36361.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2140/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36380.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2141/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36420.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2142/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36432.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2143/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36532.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2144/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36662.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2145/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36691.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2146/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36732.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2147/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36752.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2148/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36771.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2149/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36772.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2150/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36782.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2151/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36911.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 2152/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36941.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2153/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36960.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2154/3856 /content/data/yolov5-attacked-images/val/images/n03394916_36982.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2155/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37161.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2156/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37261.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2157/3856 /content/data/yolov5-attacked-images/val/images/n03394916_3731.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2158/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37321.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2159/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37571.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2160/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37762.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2161/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37852.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2162/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37960.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2163/3856 /content/data/yolov5-attacked-images/val/images/n03394916_37991.JPEG: 224x224 1 patch, 8.1ms\n",
            "image 2164/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38041.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2165/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38050.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2166/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38071.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2167/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38162.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2168/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38201.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2169/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38212.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2170/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38221.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2171/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38320.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2172/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38340.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2173/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38360.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2174/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38471.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2175/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38481.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2176/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38530.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2177/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38581.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2178/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38680.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2179/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38702.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2180/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38782.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2181/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38830.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2182/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38841.JPEG: 224x160 (no detections), 5.5ms\n",
            "image 2183/3856 /content/data/yolov5-attacked-images/val/images/n03394916_38861.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2184/3856 /content/data/yolov5-attacked-images/val/images/n03394916_39102.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 2185/3856 /content/data/yolov5-attacked-images/val/images/n03394916_39220.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2186/3856 /content/data/yolov5-attacked-images/val/images/n03394916_39500.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2187/3856 /content/data/yolov5-attacked-images/val/images/n03394916_39880.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2188/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40160.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2189/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40301.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2190/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40302.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2191/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40391.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2192/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40411.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2193/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40501.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 2194/3856 /content/data/yolov5-attacked-images/val/images/n03394916_40741.JPEG: 224x192 (no detections), 5.7ms\n",
            "image 2195/3856 /content/data/yolov5-attacked-images/val/images/n03394916_41541.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2196/3856 /content/data/yolov5-attacked-images/val/images/n03394916_41871.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2197/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42200.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2198/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42291.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2199/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42312.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2200/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42452.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2201/3856 /content/data/yolov5-attacked-images/val/images/n03394916_4251.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 2202/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42550.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2203/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42690.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2204/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42702.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2205/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42721.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2206/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42732.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2207/3856 /content/data/yolov5-attacked-images/val/images/n03394916_42912.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2208/3856 /content/data/yolov5-attacked-images/val/images/n03394916_4301.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 2209/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43022.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2210/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43121.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2211/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43192.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2212/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43251.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2213/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43322.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2214/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43381.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2215/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43422.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2216/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43441.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2217/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43532.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 2218/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43980.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2219/3856 /content/data/yolov5-attacked-images/val/images/n03394916_43991.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2220/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44000.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2221/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44060.JPEG: 192x224 1 patch, 5.2ms\n",
            "image 2222/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44440.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2223/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44580.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2224/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2225/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44800.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2226/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44831.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2227/3856 /content/data/yolov5-attacked-images/val/images/n03394916_44882.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2228/3856 /content/data/yolov5-attacked-images/val/images/n03394916_45042.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2229/3856 /content/data/yolov5-attacked-images/val/images/n03394916_45101.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2230/3856 /content/data/yolov5-attacked-images/val/images/n03394916_45190.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2231/3856 /content/data/yolov5-attacked-images/val/images/n03394916_45202.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2232/3856 /content/data/yolov5-attacked-images/val/images/n03394916_45631.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2233/3856 /content/data/yolov5-attacked-images/val/images/n03394916_45760.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2234/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46260.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2235/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46391.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2236/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46411.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2237/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46521.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2238/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46670.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2239/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46672.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2240/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46700.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2241/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46931.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2242/3856 /content/data/yolov5-attacked-images/val/images/n03394916_46941.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2243/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47022.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2244/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47110.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 2245/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47211.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2246/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47212.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2247/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47241.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2248/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47300.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2249/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47462.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2250/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47472.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2251/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47560.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 2252/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47651.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2253/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47852.JPEG: 192x224 (no detections), 5.6ms\n",
            "image 2254/3856 /content/data/yolov5-attacked-images/val/images/n03394916_47982.JPEG: 224x224 (no detections), 5.1ms\n",
            "image 2255/3856 /content/data/yolov5-attacked-images/val/images/n03394916_48060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2256/3856 /content/data/yolov5-attacked-images/val/images/n03394916_48121.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2257/3856 /content/data/yolov5-attacked-images/val/images/n03394916_48491.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2258/3856 /content/data/yolov5-attacked-images/val/images/n03394916_48881.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2259/3856 /content/data/yolov5-attacked-images/val/images/n03394916_49600.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2260/3856 /content/data/yolov5-attacked-images/val/images/n03394916_49722.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2261/3856 /content/data/yolov5-attacked-images/val/images/n03394916_49731.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2262/3856 /content/data/yolov5-attacked-images/val/images/n03394916_49952.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2263/3856 /content/data/yolov5-attacked-images/val/images/n03394916_5011.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2264/3856 /content/data/yolov5-attacked-images/val/images/n03394916_50380.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2265/3856 /content/data/yolov5-attacked-images/val/images/n03394916_50642.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2266/3856 /content/data/yolov5-attacked-images/val/images/n03394916_50730.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 2267/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51071.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2268/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51112.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 2269/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51130.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2270/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51161.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2271/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51440.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 2272/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51571.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2273/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51680.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 2274/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51752.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2275/3856 /content/data/yolov5-attacked-images/val/images/n03394916_51822.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2276/3856 /content/data/yolov5-attacked-images/val/images/n03394916_5200.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2277/3856 /content/data/yolov5-attacked-images/val/images/n03394916_52191.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2278/3856 /content/data/yolov5-attacked-images/val/images/n03394916_52232.JPEG: 224x224 (no detections), 4.9ms\n",
            "image 2279/3856 /content/data/yolov5-attacked-images/val/images/n03394916_52422.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2280/3856 /content/data/yolov5-attacked-images/val/images/n03394916_53401.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2281/3856 /content/data/yolov5-attacked-images/val/images/n03394916_53581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2282/3856 /content/data/yolov5-attacked-images/val/images/n03394916_53962.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2283/3856 /content/data/yolov5-attacked-images/val/images/n03394916_540.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2284/3856 /content/data/yolov5-attacked-images/val/images/n03394916_54320.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2285/3856 /content/data/yolov5-attacked-images/val/images/n03394916_54391.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2286/3856 /content/data/yolov5-attacked-images/val/images/n03394916_54531.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2287/3856 /content/data/yolov5-attacked-images/val/images/n03394916_54570.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 2288/3856 /content/data/yolov5-attacked-images/val/images/n03394916_5461.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 2289/3856 /content/data/yolov5-attacked-images/val/images/n03394916_54831.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2290/3856 /content/data/yolov5-attacked-images/val/images/n03394916_5511.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2291/3856 /content/data/yolov5-attacked-images/val/images/n03394916_55411.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2292/3856 /content/data/yolov5-attacked-images/val/images/n03394916_55552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2293/3856 /content/data/yolov5-attacked-images/val/images/n03394916_55610.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2294/3856 /content/data/yolov5-attacked-images/val/images/n03394916_56022.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2295/3856 /content/data/yolov5-attacked-images/val/images/n03394916_56881.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2296/3856 /content/data/yolov5-attacked-images/val/images/n03394916_57212.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2297/3856 /content/data/yolov5-attacked-images/val/images/n03394916_57410.JPEG: 192x224 (no detections), 5.4ms\n",
            "image 2298/3856 /content/data/yolov5-attacked-images/val/images/n03394916_57530.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2299/3856 /content/data/yolov5-attacked-images/val/images/n03394916_57922.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2300/3856 /content/data/yolov5-attacked-images/val/images/n03394916_5811.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2301/3856 /content/data/yolov5-attacked-images/val/images/n03394916_58180.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2302/3856 /content/data/yolov5-attacked-images/val/images/n03394916_58402.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2303/3856 /content/data/yolov5-attacked-images/val/images/n03394916_59222.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2304/3856 /content/data/yolov5-attacked-images/val/images/n03394916_59361.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2305/3856 /content/data/yolov5-attacked-images/val/images/n03394916_59430.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2306/3856 /content/data/yolov5-attacked-images/val/images/n03394916_59452.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2307/3856 /content/data/yolov5-attacked-images/val/images/n03394916_60232.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 2308/3856 /content/data/yolov5-attacked-images/val/images/n03394916_6031.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2309/3856 /content/data/yolov5-attacked-images/val/images/n03394916_60902.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2310/3856 /content/data/yolov5-attacked-images/val/images/n03394916_61012.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2311/3856 /content/data/yolov5-attacked-images/val/images/n03394916_62451.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2312/3856 /content/data/yolov5-attacked-images/val/images/n03394916_62690.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2313/3856 /content/data/yolov5-attacked-images/val/images/n03394916_63390.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2314/3856 /content/data/yolov5-attacked-images/val/images/n03394916_63471.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2315/3856 /content/data/yolov5-attacked-images/val/images/n03394916_66070.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2316/3856 /content/data/yolov5-attacked-images/val/images/n03394916_6742.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2317/3856 /content/data/yolov5-attacked-images/val/images/n03394916_6830.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2318/3856 /content/data/yolov5-attacked-images/val/images/n03394916_68382.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2319/3856 /content/data/yolov5-attacked-images/val/images/n03394916_68551.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2320/3856 /content/data/yolov5-attacked-images/val/images/n03394916_69060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2321/3856 /content/data/yolov5-attacked-images/val/images/n03394916_69132.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2322/3856 /content/data/yolov5-attacked-images/val/images/n03394916_7000.JPEG: 224x224 1 patch, 7.8ms\n",
            "image 2323/3856 /content/data/yolov5-attacked-images/val/images/n03394916_71910.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2324/3856 /content/data/yolov5-attacked-images/val/images/n03394916_7292.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2325/3856 /content/data/yolov5-attacked-images/val/images/n03394916_73490.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2326/3856 /content/data/yolov5-attacked-images/val/images/n03394916_7522.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2327/3856 /content/data/yolov5-attacked-images/val/images/n03394916_7602.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2328/3856 /content/data/yolov5-attacked-images/val/images/n03394916_7620.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2329/3856 /content/data/yolov5-attacked-images/val/images/n03394916_7951.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 2330/3856 /content/data/yolov5-attacked-images/val/images/n03394916_8060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2331/3856 /content/data/yolov5-attacked-images/val/images/n03394916_8120.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2332/3856 /content/data/yolov5-attacked-images/val/images/n03394916_8602.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2333/3856 /content/data/yolov5-attacked-images/val/images/n03394916_8640.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2334/3856 /content/data/yolov5-attacked-images/val/images/n03394916_9451.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2335/3856 /content/data/yolov5-attacked-images/val/images/n03394916_9580.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2336/3856 /content/data/yolov5-attacked-images/val/images/n03394916_9851.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2337/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1000.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2338/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10121.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2339/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10141.JPEG: 224x224 2 patchs, 5.1ms\n",
            "image 2340/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10150.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2341/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1022.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2342/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10280.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2343/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10300.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2344/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1031.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2345/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10331.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2346/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10362.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2347/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10401.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 2348/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10402.JPEG: 224x224 2 patchs, 5.3ms\n",
            "image 2349/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10442.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2350/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10462.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2351/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1051.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2352/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10520.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2353/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10612.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2354/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10642.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2355/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10751.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2356/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10752.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2357/3856 /content/data/yolov5-attacked-images/val/images/n03417042_10802.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 2358/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2359/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11000.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 2360/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11031.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2361/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11062.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2362/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11072.JPEG: 160x224 (no detections), 5.4ms\n",
            "image 2363/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11091.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2364/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11222.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2365/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11441.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2366/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11452.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2367/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11511.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2368/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2369/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11602.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2370/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11611.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2371/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1182.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2372/3856 /content/data/yolov5-attacked-images/val/images/n03417042_11871.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2373/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12002.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2374/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12031.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2375/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12050.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2376/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1211.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2377/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12170.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 2378/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12190.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2379/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2380/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12291.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2381/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12300.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2382/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12322.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2383/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12400.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2384/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12531.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2385/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12560.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2386/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12601.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2387/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1262.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2388/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1271.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2389/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12711.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 2390/3856 /content/data/yolov5-attacked-images/val/images/n03417042_12790.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2391/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1280.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2392/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1282.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2393/3856 /content/data/yolov5-attacked-images/val/images/n03417042_130.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2394/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1311.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2395/3856 /content/data/yolov5-attacked-images/val/images/n03417042_13151.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2396/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1330.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2397/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1332.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 2398/3856 /content/data/yolov5-attacked-images/val/images/n03417042_13651.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2399/3856 /content/data/yolov5-attacked-images/val/images/n03417042_13871.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2400/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14000.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2401/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14261.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2402/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14381.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2403/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14500.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2404/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14690.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2405/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14712.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2406/3856 /content/data/yolov5-attacked-images/val/images/n03417042_14861.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2407/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1492.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2408/3856 /content/data/yolov5-attacked-images/val/images/n03417042_152.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2409/3856 /content/data/yolov5-attacked-images/val/images/n03417042_15482.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2410/3856 /content/data/yolov5-attacked-images/val/images/n03417042_15592.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2411/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1561.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2412/3856 /content/data/yolov5-attacked-images/val/images/n03417042_15970.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2413/3856 /content/data/yolov5-attacked-images/val/images/n03417042_16000.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2414/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1601.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2415/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1611.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2416/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1631.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2417/3856 /content/data/yolov5-attacked-images/val/images/n03417042_16370.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2418/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1651.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2419/3856 /content/data/yolov5-attacked-images/val/images/n03417042_16871.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 2420/3856 /content/data/yolov5-attacked-images/val/images/n03417042_17142.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 2421/3856 /content/data/yolov5-attacked-images/val/images/n03417042_17470.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2422/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1770.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2423/3856 /content/data/yolov5-attacked-images/val/images/n03417042_17862.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 2424/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1790.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2425/3856 /content/data/yolov5-attacked-images/val/images/n03417042_17911.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2426/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18042.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2427/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18072.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2428/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18152.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2429/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18232.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2430/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1840.JPEG: 192x224 (no detections), 5.5ms\n",
            "image 2431/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1841.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2432/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18450.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2433/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1850.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 2434/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18551.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2435/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18582.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2436/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18590.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2437/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18601.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 2438/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18622.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2439/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18722.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2440/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18932.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2441/3856 /content/data/yolov5-attacked-images/val/images/n03417042_18981.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2442/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19020.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2443/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19472.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2444/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19481.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2445/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19531.JPEG: 192x224 (no detections), 6.4ms\n",
            "image 2446/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19650.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2447/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1981.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2448/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19812.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 2449/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19842.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2450/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19862.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2451/3856 /content/data/yolov5-attacked-images/val/images/n03417042_1991.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2452/3856 /content/data/yolov5-attacked-images/val/images/n03417042_19912.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2453/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20021.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2454/3856 /content/data/yolov5-attacked-images/val/images/n03417042_201.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2455/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20280.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2456/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20340.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2457/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20382.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2458/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20591.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2459/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2060.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2460/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2062.JPEG: 224x224 1 patch, 7.4ms\n",
            "image 2461/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20650.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2462/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20892.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2463/3856 /content/data/yolov5-attacked-images/val/images/n03417042_20962.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2464/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2110.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2465/3856 /content/data/yolov5-attacked-images/val/images/n03417042_21102.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2466/3856 /content/data/yolov5-attacked-images/val/images/n03417042_212.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2467/3856 /content/data/yolov5-attacked-images/val/images/n03417042_21210.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2468/3856 /content/data/yolov5-attacked-images/val/images/n03417042_21270.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2469/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2132.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2470/3856 /content/data/yolov5-attacked-images/val/images/n03417042_21361.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2471/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2141.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2472/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2150.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2473/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2170.JPEG: 192x224 1 patch, 5.3ms\n",
            "image 2474/3856 /content/data/yolov5-attacked-images/val/images/n03417042_21862.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2475/3856 /content/data/yolov5-attacked-images/val/images/n03417042_22.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2476/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2211.JPEG: 224x224 1 patch, 7.4ms\n",
            "image 2477/3856 /content/data/yolov5-attacked-images/val/images/n03417042_22152.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2478/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2230.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2479/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2231.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 2480/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2241.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2481/3856 /content/data/yolov5-attacked-images/val/images/n03417042_22482.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2482/3856 /content/data/yolov5-attacked-images/val/images/n03417042_22532.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2483/3856 /content/data/yolov5-attacked-images/val/images/n03417042_23272.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 2484/3856 /content/data/yolov5-attacked-images/val/images/n03417042_23440.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2485/3856 /content/data/yolov5-attacked-images/val/images/n03417042_23541.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2486/3856 /content/data/yolov5-attacked-images/val/images/n03417042_23771.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2487/3856 /content/data/yolov5-attacked-images/val/images/n03417042_23802.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2488/3856 /content/data/yolov5-attacked-images/val/images/n03417042_24020.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2489/3856 /content/data/yolov5-attacked-images/val/images/n03417042_24100.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2490/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2491.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2491/3856 /content/data/yolov5-attacked-images/val/images/n03417042_24980.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2492/3856 /content/data/yolov5-attacked-images/val/images/n03417042_25212.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2493/3856 /content/data/yolov5-attacked-images/val/images/n03417042_25411.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2494/3856 /content/data/yolov5-attacked-images/val/images/n03417042_25940.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2495/3856 /content/data/yolov5-attacked-images/val/images/n03417042_25992.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2496/3856 /content/data/yolov5-attacked-images/val/images/n03417042_26102.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2497/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2671.JPEG: 160x224 (no detections), 8.6ms\n",
            "image 2498/3856 /content/data/yolov5-attacked-images/val/images/n03417042_26782.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2499/3856 /content/data/yolov5-attacked-images/val/images/n03417042_26850.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2500/3856 /content/data/yolov5-attacked-images/val/images/n03417042_26951.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2501/3856 /content/data/yolov5-attacked-images/val/images/n03417042_26960.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2502/3856 /content/data/yolov5-attacked-images/val/images/n03417042_26971.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2503/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27022.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2504/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27151.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2505/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27231.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 2506/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27320.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2507/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27361.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2508/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2509/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27602.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2510/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27630.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2511/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27680.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2512/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27780.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2513/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27840.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 2514/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27850.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2515/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27861.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2516/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27862.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2517/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27931.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2518/3856 /content/data/yolov5-attacked-images/val/images/n03417042_27982.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2519/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28062.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2520/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2812.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2521/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28122.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2522/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2822.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2523/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28261.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2524/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28400.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2525/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28552.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2526/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28600.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2527/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28610.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2528/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28700.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2529/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28702.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2530/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28742.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2531/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28762.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 2532/3856 /content/data/yolov5-attacked-images/val/images/n03417042_28832.JPEG: 192x224 (no detections), 8.0ms\n",
            "image 2533/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29231.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2534/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29310.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 2535/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29342.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2536/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29361.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2537/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29412.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2538/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29480.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2539/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2960.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2540/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29722.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2541/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2981.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 2542/3856 /content/data/yolov5-attacked-images/val/images/n03417042_2991.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2543/3856 /content/data/yolov5-attacked-images/val/images/n03417042_29941.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 2544/3856 /content/data/yolov5-attacked-images/val/images/n03417042_30.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2545/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3011.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2546/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3101.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2547/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3140.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2548/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3141.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2549/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3171.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2550/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3192.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2551/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3231.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2552/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3242.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2553/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3272.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2554/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3280.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2555/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3300.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2556/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3331.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 2557/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3350.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2558/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3351.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2559/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3390.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2560/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3422.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2561/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3482.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2562/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3592.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2563/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3600.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2564/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3710.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2565/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3731.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2566/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3752.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2567/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3771.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2568/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3792.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 2569/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3821.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2570/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3842.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2571/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3861.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2572/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3862.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2573/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3940.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2574/3856 /content/data/yolov5-attacked-images/val/images/n03417042_3952.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2575/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4072.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2576/3856 /content/data/yolov5-attacked-images/val/images/n03417042_411.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2577/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4200.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2578/3856 /content/data/yolov5-attacked-images/val/images/n03417042_422.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2579/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4232.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2580/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4292.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2581/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4391.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 2582/3856 /content/data/yolov5-attacked-images/val/images/n03417042_441.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2583/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4420.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2584/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4462.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2585/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4470.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2586/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4491.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2587/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4511.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2588/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4520.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2589/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4542.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2590/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4551.JPEG: 192x224 (no detections), 5.4ms\n",
            "image 2591/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4552.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2592/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4560.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2593/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4600.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2594/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4752.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2595/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4761.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2596/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4790.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2597/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4900.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2598/3856 /content/data/yolov5-attacked-images/val/images/n03417042_4980.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2599/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5090.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 2600/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5110.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2601/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5180.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2602/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5221.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2603/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5232.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2604/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5301.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2605/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5320.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2606/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5331.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2607/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5362.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2608/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5371.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2609/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5380.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 2610/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5381.JPEG: 160x224 (no detections), 4.6ms\n",
            "image 2611/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5510.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2612/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5600.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2613/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5631.JPEG: 192x224 (no detections), 5.4ms\n",
            "image 2614/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5670.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2615/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5682.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2616/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5691.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2617/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5750.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 2618/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5752.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 2619/3856 /content/data/yolov5-attacked-images/val/images/n03417042_581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2620/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5852.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2621/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5920.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2622/3856 /content/data/yolov5-attacked-images/val/images/n03417042_5952.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2623/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6050.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2624/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6081.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2625/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6130.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2626/3856 /content/data/yolov5-attacked-images/val/images/n03417042_620.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2627/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6241.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2628/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6250.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2629/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6272.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2630/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6312.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2631/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6410.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2632/3856 /content/data/yolov5-attacked-images/val/images/n03417042_642.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 2633/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6420.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 2634/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6442.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2635/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6472.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 2636/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6480.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2637/3856 /content/data/yolov5-attacked-images/val/images/n03417042_652.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 2638/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6521.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2639/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6581.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2640/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6602.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2641/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6662.JPEG: 224x224 2 patchs, 5.6ms\n",
            "image 2642/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6691.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2643/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6780.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2644/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6811.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2645/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6881.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2646/3856 /content/data/yolov5-attacked-images/val/images/n03417042_690.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2647/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6941.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2648/3856 /content/data/yolov5-attacked-images/val/images/n03417042_6981.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2649/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7002.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2650/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7021.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2651/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7061.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2652/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7080.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2653/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7111.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2654/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7160.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2655/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7191.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2656/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7212.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2657/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7310.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2658/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7371.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2659/3856 /content/data/yolov5-attacked-images/val/images/n03417042_742.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2660/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7422.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2661/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7472.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2662/3856 /content/data/yolov5-attacked-images/val/images/n03417042_750.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2663/3856 /content/data/yolov5-attacked-images/val/images/n03417042_751.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2664/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7521.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2665/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7530.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2666/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2667/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7621.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2668/3856 /content/data/yolov5-attacked-images/val/images/n03417042_7682.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2669/3856 /content/data/yolov5-attacked-images/val/images/n03417042_802.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 2670/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8030.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2671/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8051.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2672/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8081.JPEG: 224x224 1 patch, 7.2ms\n",
            "image 2673/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8121.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2674/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8192.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2675/3856 /content/data/yolov5-attacked-images/val/images/n03417042_820.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2676/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8202.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2677/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8241.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2678/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8361.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2679/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8501.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 2680/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8552.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2681/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2682/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8602.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2683/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8630.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2684/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8690.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 2685/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8700.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2686/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8822.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2687/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8872.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2688/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8891.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2689/3856 /content/data/yolov5-attacked-images/val/images/n03417042_8912.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2690/3856 /content/data/yolov5-attacked-images/val/images/n03417042_90.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2691/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9021.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2692/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9052.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2693/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9062.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2694/3856 /content/data/yolov5-attacked-images/val/images/n03417042_91.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2695/3856 /content/data/yolov5-attacked-images/val/images/n03417042_910.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2696/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9121.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2697/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9132.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2698/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9152.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2699/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9170.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2700/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9240.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2701/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9311.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 2702/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9441.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2703/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9480.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2704/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9511.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2705/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9552.JPEG: 192x224 (no detections), 4.7ms\n",
            "image 2706/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9580.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2707/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9592.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2708/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9601.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2709/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9610.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2710/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9620.JPEG: 224x224 1 patch, 7.9ms\n",
            "image 2711/3856 /content/data/yolov5-attacked-images/val/images/n03417042_992.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2712/3856 /content/data/yolov5-attacked-images/val/images/n03417042_9941.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2713/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10022.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2714/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10251.JPEG: 224x160 1 patch, 5.1ms\n",
            "image 2715/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10350.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2716/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10410.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2717/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10450.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2718/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10572.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2719/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10621.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2720/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10771.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2721/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10792.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2722/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10882.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2723/3856 /content/data/yolov5-attacked-images/val/images/n03425413_10942.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 2724/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11061.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2725/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11092.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2726/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11102.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2727/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11161.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2728/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11180.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 2729/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11311.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2730/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11370.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2731/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11460.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2732/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11470.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 2733/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11592.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2734/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11650.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2735/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1172.JPEG: 192x224 (no detections), 4.6ms\n",
            "image 2736/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11731.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2737/3856 /content/data/yolov5-attacked-images/val/images/n03425413_11910.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2738/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12270.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2739/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1242.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2740/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12672.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2741/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12701.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2742/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12710.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2743/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12711.JPEG: 224x224 2 patchs, 4.7ms\n",
            "image 2744/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12722.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2745/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12761.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2746/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12861.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2747/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12921.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2748/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12951.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2749/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12962.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2750/3856 /content/data/yolov5-attacked-images/val/images/n03425413_12982.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2751/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13012.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2752/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13060.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2753/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13080.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2754/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13100.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2755/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13120.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2756/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13170.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2757/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13180.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2758/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13200.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2759/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13230.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2760/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13231.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2761/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13232.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2762/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13270.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 2763/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13382.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2764/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1342.JPEG: 192x224 (no detections), 7.8ms\n",
            "image 2765/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13502.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2766/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1351.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2767/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13572.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 2768/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13581.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2769/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13582.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2770/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13600.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2771/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13620.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2772/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13642.JPEG: 224x192 (no detections), 5.6ms\n",
            "image 2773/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13672.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2774/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13702.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2775/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13741.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2776/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13751.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2777/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13752.JPEG: 224x192 (no detections), 5.0ms\n",
            "image 2778/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13770.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2779/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13772.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2780/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1381.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2781/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13811.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2782/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13821.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2783/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13831.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2784/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13862.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2785/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13922.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2786/3856 /content/data/yolov5-attacked-images/val/images/n03425413_13970.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2787/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1400.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2788/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14012.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2789/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14030.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2790/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14040.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 2791/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14081.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2792/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1421.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2793/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14280.JPEG: 224x192 (no detections), 5.3ms\n",
            "image 2794/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14302.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2795/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14351.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2796/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14361.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2797/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14381.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2798/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14410.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2799/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14411.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2800/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14420.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2801/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14501.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2802/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14510.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2803/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14552.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2804/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14570.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2805/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14590.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2806/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14600.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2807/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14612.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2808/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14622.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 2809/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14650.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2810/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14670.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2811/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14672.JPEG: 224x224 2 patchs, 5.2ms\n",
            "image 2812/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14681.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2813/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14682.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2814/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14691.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2815/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14712.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2816/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1472.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2817/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14720.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2818/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14740.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 2819/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14752.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2820/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14792.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2821/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14870.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2822/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14891.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2823/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1491.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2824/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14940.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2825/3856 /content/data/yolov5-attacked-images/val/images/n03425413_14952.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2826/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15000.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2827/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15002.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2828/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15050.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2829/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15070.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2830/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15082.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2831/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15130.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 2832/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15131.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2833/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15291.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2834/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15321.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2835/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15332.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2836/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15340.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2837/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15531.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2838/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15571.JPEG: 224x192 1 patch, 5.1ms\n",
            "image 2839/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15601.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2840/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15602.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2841/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15622.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2842/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15671.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2843/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15700.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2844/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15701.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2845/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15772.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2846/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15792.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2847/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15862.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2848/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15871.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2849/3856 /content/data/yolov5-attacked-images/val/images/n03425413_15950.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2850/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16031.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2851/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16080.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 2852/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1610.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2853/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16190.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2854/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16202.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2855/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16220.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2856/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16221.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2857/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16300.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2858/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1631.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 2859/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16400.JPEG: 160x224 (no detections), 5.4ms\n",
            "image 2860/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16420.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2861/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16421.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2862/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16551.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2863/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2864/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16661.JPEG: 224x224 2 patchs, 4.8ms\n",
            "image 2865/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16681.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2866/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2867/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16712.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2868/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1672.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2869/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16782.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2870/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16822.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2871/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16911.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2872/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16920.JPEG: 192x224 (no detections), 7.5ms\n",
            "image 2873/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16962.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2874/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16972.JPEG: 224x224 2 patchs, 5.5ms\n",
            "image 2875/3856 /content/data/yolov5-attacked-images/val/images/n03425413_16992.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2876/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17000.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 2877/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17001.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2878/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17060.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2879/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17072.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2880/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17100.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2881/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17110.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2882/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17111.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2883/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17210.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2884/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17212.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2885/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17220.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2886/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17262.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2887/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17322.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2888/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17441.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2889/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17521.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2890/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17591.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2891/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17701.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2892/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17802.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2893/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17851.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2894/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1792.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2895/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17961.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2896/3856 /content/data/yolov5-attacked-images/val/images/n03425413_17980.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2897/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18040.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2898/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18132.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2899/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18191.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2900/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18252.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2901/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18330.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2902/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18360.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 2903/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18382.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2904/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18390.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2905/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18430.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2906/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18562.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2907/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18571.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2908/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18750.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2909/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18752.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2910/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18830.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2911/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18871.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2912/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18910.JPEG: 224x224 2 patchs, 5.1ms\n",
            "image 2913/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18942.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2914/3856 /content/data/yolov5-attacked-images/val/images/n03425413_18981.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2915/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19020.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2916/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19050.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2917/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19060.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2918/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19092.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2919/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19102.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2920/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1911.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2921/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19131.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2922/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19221.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2923/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19250.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2924/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19261.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2925/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19282.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2926/3856 /content/data/yolov5-attacked-images/val/images/n03425413_1932.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2927/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19350.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2928/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19401.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2929/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19580.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2930/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19611.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2931/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19760.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2932/3856 /content/data/yolov5-attacked-images/val/images/n03425413_19901.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2933/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20042.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2934/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20121.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2935/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20122.JPEG: 224x160 1 patch, 8.4ms\n",
            "image 2936/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20130.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2937/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20210.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2938/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20262.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2939/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20301.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2940/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20312.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 2941/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20371.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 2942/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20500.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2943/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20530.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2944/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20562.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2945/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20651.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2946/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20680.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2947/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20690.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2948/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20691.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2949/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20700.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2950/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20711.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 2951/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20741.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2952/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20742.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2953/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20751.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 2954/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20872.JPEG: 224x224 1 patch, 7.1ms\n",
            "image 2955/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20892.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2956/3856 /content/data/yolov5-attacked-images/val/images/n03425413_20992.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2957/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21032.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 2958/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21040.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2959/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21051.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2960/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21151.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2961/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21162.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2962/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21180.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 2963/3856 /content/data/yolov5-attacked-images/val/images/n03425413_212.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 2964/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21202.JPEG: 192x224 1 patch, 5.1ms\n",
            "image 2965/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21211.JPEG: 192x224 (no detections), 5.7ms\n",
            "image 2966/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21270.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 2967/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21282.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2968/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21301.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2969/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21332.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2970/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21341.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2971/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21350.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 2972/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21352.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2973/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21362.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2974/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2141.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2975/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2151.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 2976/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21562.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 2977/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21591.JPEG: 192x224 1 patch, 5.2ms\n",
            "image 2978/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21592.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 2979/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2170.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2980/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21730.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2981/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2982/3856 /content/data/yolov5-attacked-images/val/images/n03425413_21911.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 2983/3856 /content/data/yolov5-attacked-images/val/images/n03425413_22071.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2984/3856 /content/data/yolov5-attacked-images/val/images/n03425413_22092.JPEG: 192x224 (no detections), 7.8ms\n",
            "image 2985/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2210.JPEG: 224x224 2 patchs, 5.2ms\n",
            "image 2986/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2300.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2987/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2311.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2988/3856 /content/data/yolov5-attacked-images/val/images/n03425413_23251.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2989/3856 /content/data/yolov5-attacked-images/val/images/n03425413_23312.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2990/3856 /content/data/yolov5-attacked-images/val/images/n03425413_23321.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 2991/3856 /content/data/yolov5-attacked-images/val/images/n03425413_23451.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 2992/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2361.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 2993/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2390.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 2994/3856 /content/data/yolov5-attacked-images/val/images/n03425413_23912.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2995/3856 /content/data/yolov5-attacked-images/val/images/n03425413_241.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 2996/3856 /content/data/yolov5-attacked-images/val/images/n03425413_24352.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2997/3856 /content/data/yolov5-attacked-images/val/images/n03425413_24461.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2998/3856 /content/data/yolov5-attacked-images/val/images/n03425413_24522.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 2999/3856 /content/data/yolov5-attacked-images/val/images/n03425413_24552.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3000/3856 /content/data/yolov5-attacked-images/val/images/n03425413_24881.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3001/3856 /content/data/yolov5-attacked-images/val/images/n03425413_25410.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3002/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2590.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3003/3856 /content/data/yolov5-attacked-images/val/images/n03425413_260.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3004/3856 /content/data/yolov5-attacked-images/val/images/n03425413_26470.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3005/3856 /content/data/yolov5-attacked-images/val/images/n03425413_26601.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 3006/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2671.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3007/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2681.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3008/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27000.JPEG: 224x192 (no detections), 5.0ms\n",
            "image 3009/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27010.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3010/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27300.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3011/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27392.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3012/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27462.JPEG: 224x128 (no detections), 6.1ms\n",
            "image 3013/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27571.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 3014/3856 /content/data/yolov5-attacked-images/val/images/n03425413_27810.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3015/3856 /content/data/yolov5-attacked-images/val/images/n03425413_28350.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3016/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2840.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3017/3856 /content/data/yolov5-attacked-images/val/images/n03425413_28542.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3018/3856 /content/data/yolov5-attacked-images/val/images/n03425413_28881.JPEG: 224x224 1 patch, 6.3ms\n",
            "image 3019/3856 /content/data/yolov5-attacked-images/val/images/n03425413_29331.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 3020/3856 /content/data/yolov5-attacked-images/val/images/n03425413_2951.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3021/3856 /content/data/yolov5-attacked-images/val/images/n03425413_29642.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 3022/3856 /content/data/yolov5-attacked-images/val/images/n03425413_29761.JPEG: 224x160 (no detections), 5.1ms\n",
            "image 3023/3856 /content/data/yolov5-attacked-images/val/images/n03425413_3021.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3024/3856 /content/data/yolov5-attacked-images/val/images/n03425413_31111.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3025/3856 /content/data/yolov5-attacked-images/val/images/n03425413_31710.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3026/3856 /content/data/yolov5-attacked-images/val/images/n03425413_31961.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3027/3856 /content/data/yolov5-attacked-images/val/images/n03425413_3240.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3028/3856 /content/data/yolov5-attacked-images/val/images/n03425413_3241.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3029/3856 /content/data/yolov5-attacked-images/val/images/n03425413_3260.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3030/3856 /content/data/yolov5-attacked-images/val/images/n03425413_32871.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3031/3856 /content/data/yolov5-attacked-images/val/images/n03425413_33031.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 3032/3856 /content/data/yolov5-attacked-images/val/images/n03425413_3471.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3033/3856 /content/data/yolov5-attacked-images/val/images/n03425413_3602.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3034/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4012.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3035/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4130.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3036/3856 /content/data/yolov5-attacked-images/val/images/n03425413_430.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3037/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4400.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3038/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4511.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3039/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4532.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3040/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4661.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3041/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4750.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3042/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4792.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 3043/3856 /content/data/yolov5-attacked-images/val/images/n03425413_4802.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3044/3856 /content/data/yolov5-attacked-images/val/images/n03425413_492.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3045/3856 /content/data/yolov5-attacked-images/val/images/n03425413_5071.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3046/3856 /content/data/yolov5-attacked-images/val/images/n03425413_5072.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3047/3856 /content/data/yolov5-attacked-images/val/images/n03425413_5092.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3048/3856 /content/data/yolov5-attacked-images/val/images/n03425413_5301.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3049/3856 /content/data/yolov5-attacked-images/val/images/n03425413_5362.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3050/3856 /content/data/yolov5-attacked-images/val/images/n03425413_5732.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3051/3856 /content/data/yolov5-attacked-images/val/images/n03425413_602.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3052/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6170.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3053/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6271.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3054/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6490.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3055/3856 /content/data/yolov5-attacked-images/val/images/n03425413_652.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3056/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6540.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3057/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6772.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 3058/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6851.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3059/3856 /content/data/yolov5-attacked-images/val/images/n03425413_6882.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3060/3856 /content/data/yolov5-attacked-images/val/images/n03425413_691.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3061/3856 /content/data/yolov5-attacked-images/val/images/n03425413_70.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3062/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7091.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 3063/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7262.JPEG: 224x128 1 patch, 6.3ms\n",
            "image 3064/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7292.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 3065/3856 /content/data/yolov5-attacked-images/val/images/n03425413_732.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3066/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7320.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3067/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7371.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3068/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7372.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3069/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7412.JPEG: 224x224 1 patch, 7.1ms\n",
            "image 3070/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7471.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3071/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7582.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3072/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7730.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3073/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7731.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3074/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7740.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3075/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7741.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3076/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7772.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3077/3856 /content/data/yolov5-attacked-images/val/images/n03425413_7912.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3078/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8012.JPEG: 224x192 (no detections), 6.4ms\n",
            "image 3079/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8062.JPEG: 224x192 (no detections), 4.9ms\n",
            "image 3080/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8302.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3081/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8390.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3082/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8412.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3083/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8420.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3084/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8441.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3085/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8542.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3086/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8622.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3087/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8641.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3088/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8660.JPEG: 224x192 (no detections), 5.0ms\n",
            "image 3089/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8661.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3090/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8670.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3091/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8761.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3092/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8801.JPEG: 224x160 (no detections), 5.3ms\n",
            "image 3093/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8901.JPEG: 192x224 (no detections), 4.9ms\n",
            "image 3094/3856 /content/data/yolov5-attacked-images/val/images/n03425413_8992.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3095/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9051.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 3096/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9241.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3097/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9391.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3098/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9421.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3099/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9652.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3100/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9791.JPEG: 224x192 (no detections), 5.2ms\n",
            "image 3101/3856 /content/data/yolov5-attacked-images/val/images/n03425413_9940.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3102/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1002.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3103/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10030.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3104/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10042.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3105/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10071.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3106/3856 /content/data/yolov5-attacked-images/val/images/n03445777_101.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3107/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10141.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3108/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10401.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3109/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10410.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3110/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10442.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3111/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10520.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3112/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10550.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3113/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10560.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 3114/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10581.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3115/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10592.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3116/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10622.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3117/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10632.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3118/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10671.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3119/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1072.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3120/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10721.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3121/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10750.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3122/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10760.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3123/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10762.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3124/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10782.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3125/3856 /content/data/yolov5-attacked-images/val/images/n03445777_10862.JPEG: 128x224 (no detections), 5.3ms\n",
            "image 3126/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1091.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3127/3856 /content/data/yolov5-attacked-images/val/images/n03445777_110.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 3128/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11011.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3129/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11122.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3130/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11150.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 3131/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11162.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3132/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11171.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 3133/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1132.JPEG: 224x224 1 patch, 7.7ms\n",
            "image 3134/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11401.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3135/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11481.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3136/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1152.JPEG: 160x224 (no detections), 5.4ms\n",
            "image 3137/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11642.JPEG: 224x192 (no detections), 5.5ms\n",
            "image 3138/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11690.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3139/3856 /content/data/yolov5-attacked-images/val/images/n03445777_11822.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3140/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12030.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3141/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12172.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3142/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12202.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3143/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12262.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3144/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12480.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3145/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12490.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3146/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12500.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3147/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1252.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3148/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12640.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3149/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12772.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3150/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1281.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3151/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12830.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3152/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12862.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3153/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12882.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3154/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1291.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3155/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1292.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3156/3856 /content/data/yolov5-attacked-images/val/images/n03445777_12920.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3157/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13011.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3158/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1311.JPEG: 224x224 1 patch, 7.7ms\n",
            "image 3159/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13161.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3160/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13311.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3161/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13462.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3162/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13480.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3163/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13490.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3164/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13570.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3165/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13640.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3166/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13671.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3167/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13672.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3168/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13680.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3169/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13831.JPEG: 224x224 (no detections), 6.9ms\n",
            "image 3170/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1390.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3171/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13911.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 3172/3856 /content/data/yolov5-attacked-images/val/images/n03445777_13960.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3173/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1401.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3174/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14051.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3175/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14112.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3176/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14232.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3177/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14281.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3178/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14301.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3179/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14362.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3180/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14381.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3181/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1452.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3182/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14531.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3183/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1460.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3184/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14720.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3185/3856 /content/data/yolov5-attacked-images/val/images/n03445777_14731.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3186/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1482.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3187/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15110.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 3188/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15131.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3189/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15152.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3190/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15162.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 3191/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1530.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3192/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15510.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3193/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15692.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3194/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15810.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3195/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15820.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3196/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3197/3856 /content/data/yolov5-attacked-images/val/images/n03445777_15950.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3198/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16051.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3199/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16150.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3200/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16192.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3201/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16220.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3202/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16320.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3203/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16321.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3204/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16331.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3205/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16332.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3206/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3207/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16392.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3208/3856 /content/data/yolov5-attacked-images/val/images/n03445777_16491.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3209/3856 /content/data/yolov5-attacked-images/val/images/n03445777_17042.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3210/3856 /content/data/yolov5-attacked-images/val/images/n03445777_172.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3211/3856 /content/data/yolov5-attacked-images/val/images/n03445777_17221.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3212/3856 /content/data/yolov5-attacked-images/val/images/n03445777_17311.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3213/3856 /content/data/yolov5-attacked-images/val/images/n03445777_17492.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3214/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1750.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3215/3856 /content/data/yolov5-attacked-images/val/images/n03445777_17511.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3216/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1781.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 3217/3856 /content/data/yolov5-attacked-images/val/images/n03445777_18292.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3218/3856 /content/data/yolov5-attacked-images/val/images/n03445777_18412.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3219/3856 /content/data/yolov5-attacked-images/val/images/n03445777_18491.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3220/3856 /content/data/yolov5-attacked-images/val/images/n03445777_18531.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 3221/3856 /content/data/yolov5-attacked-images/val/images/n03445777_18631.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 3222/3856 /content/data/yolov5-attacked-images/val/images/n03445777_19001.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3223/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1922.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3224/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1962.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3225/3856 /content/data/yolov5-attacked-images/val/images/n03445777_1971.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3226/3856 /content/data/yolov5-attacked-images/val/images/n03445777_200.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3227/3856 /content/data/yolov5-attacked-images/val/images/n03445777_20061.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3228/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2031.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3229/3856 /content/data/yolov5-attacked-images/val/images/n03445777_20352.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3230/3856 /content/data/yolov5-attacked-images/val/images/n03445777_20400.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3231/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2041.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3232/3856 /content/data/yolov5-attacked-images/val/images/n03445777_20572.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3233/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2070.JPEG: 192x224 (no detections), 8.0ms\n",
            "image 3234/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2071.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3235/3856 /content/data/yolov5-attacked-images/val/images/n03445777_210.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3236/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2251.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3237/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2262.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3238/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2270.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3239/3856 /content/data/yolov5-attacked-images/val/images/n03445777_230.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3240/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2312.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3241/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2332.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3242/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3243/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2362.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3244/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2412.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3245/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2432.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3246/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2441.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3247/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2511.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3248/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2530.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3249/3856 /content/data/yolov5-attacked-images/val/images/n03445777_261.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3250/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2611.JPEG: 160x224 (no detections), 8.5ms\n",
            "image 3251/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2770.JPEG: 224x224 1 patch, 10.3ms\n",
            "image 3252/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2822.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 3253/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2860.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3254/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2881.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3255/3856 /content/data/yolov5-attacked-images/val/images/n03445777_2951.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 3256/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3011.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3257/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3030.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3258/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3060.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3259/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3090.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3260/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3122.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3261/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3132.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3262/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3142.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3263/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3171.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3264/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3192.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3265/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3222.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3266/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3252.JPEG: 160x224 (no detections), 4.7ms\n",
            "image 3267/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3260.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3268/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3291.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3269/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3301.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3270/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3311.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3271/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3321.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3272/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3391.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3273/3856 /content/data/yolov5-attacked-images/val/images/n03445777_340.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3274/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3410.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3275/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3421.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3276/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3440.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3277/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3462.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3278/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3471.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3279/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3530.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3280/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3540.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 3281/3856 /content/data/yolov5-attacked-images/val/images/n03445777_360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3282/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3612.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3283/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3651.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3284/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3722.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3285/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3761.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3286/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3780.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 3287/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3800.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3288/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3890.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 3289/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3892.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3290/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3900.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3291/3856 /content/data/yolov5-attacked-images/val/images/n03445777_392.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3292/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3922.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3293/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3970.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3294/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3981.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3295/3856 /content/data/yolov5-attacked-images/val/images/n03445777_3992.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 3296/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4042.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3297/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4061.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 3298/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4062.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 3299/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4070.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3300/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4082.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3301/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4101.JPEG: 224x224 1 patch, 6.7ms\n",
            "image 3302/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4131.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 3303/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4162.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3304/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4172.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3305/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4211.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3306/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4220.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3307/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4290.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 3308/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4291.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3309/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4352.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3310/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4371.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3311/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4382.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3312/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4390.JPEG: 224x224 1 patch, 5.9ms\n",
            "image 3313/3856 /content/data/yolov5-attacked-images/val/images/n03445777_451.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3314/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4512.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3315/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4520.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3316/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4561.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3317/3856 /content/data/yolov5-attacked-images/val/images/n03445777_461.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3318/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4622.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3319/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4641.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3320/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4650.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3321/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4671.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3322/3856 /content/data/yolov5-attacked-images/val/images/n03445777_471.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3323/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4711.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3324/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4731.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3325/3856 /content/data/yolov5-attacked-images/val/images/n03445777_482.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3326/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4832.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3327/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4852.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3328/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4872.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3329/3856 /content/data/yolov5-attacked-images/val/images/n03445777_490.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3330/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4901.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3331/3856 /content/data/yolov5-attacked-images/val/images/n03445777_4930.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3332/3856 /content/data/yolov5-attacked-images/val/images/n03445777_501.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3333/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5031.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3334/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5092.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3335/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5131.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3336/3856 /content/data/yolov5-attacked-images/val/images/n03445777_520.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3337/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5222.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3338/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5240.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3339/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5270.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3340/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5280.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3341/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5300.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3342/3856 /content/data/yolov5-attacked-images/val/images/n03445777_531.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3343/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5310.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3344/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5312.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3345/3856 /content/data/yolov5-attacked-images/val/images/n03445777_532.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3346/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5342.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3347/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5382.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3348/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5462.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3349/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5492.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3350/3856 /content/data/yolov5-attacked-images/val/images/n03445777_551.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3351/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5582.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3352/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5590.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3353/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5592.JPEG: 224x224 1 patch, 6.4ms\n",
            "image 3354/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3355/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5712.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3356/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5720.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3357/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5790.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3358/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5810.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3359/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5812.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3360/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5851.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3361/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5861.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 3362/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5862.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3363/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5901.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3364/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5912.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3365/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5932.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3366/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5941.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 3367/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5971.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3368/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5991.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3369/3856 /content/data/yolov5-attacked-images/val/images/n03445777_5992.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3370/3856 /content/data/yolov5-attacked-images/val/images/n03445777_602.JPEG: 224x192 (no detections), 6.1ms\n",
            "image 3371/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6042.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3372/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6052.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3373/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6071.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3374/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6080.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3375/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6081.JPEG: 224x224 (no detections), 4.8ms\n",
            "image 3376/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6091.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3377/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6101.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3378/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6162.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 3379/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6181.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3380/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6201.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3381/3856 /content/data/yolov5-attacked-images/val/images/n03445777_622.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 3382/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6242.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3383/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6350.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3384/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6360.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3385/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6380.JPEG: 160x224 (no detections), 4.8ms\n",
            "image 3386/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6421.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 3387/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6432.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3388/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6441.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3389/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6451.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 3390/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6551.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 3391/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6590.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3392/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6621.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 3393/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6721.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3394/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6752.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3395/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6761.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3396/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6881.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3397/3856 /content/data/yolov5-attacked-images/val/images/n03445777_6882.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3398/3856 /content/data/yolov5-attacked-images/val/images/n03445777_70.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3399/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7001.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 3400/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7011.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3401/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7090.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3402/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7091.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3403/3856 /content/data/yolov5-attacked-images/val/images/n03445777_71.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3404/3856 /content/data/yolov5-attacked-images/val/images/n03445777_711.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3405/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7152.JPEG: 224x224 (no detections), 4.7ms\n",
            "image 3406/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7181.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3407/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7212.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3408/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7242.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3409/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7251.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3410/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7310.JPEG: 224x224 1 patch, 6.6ms\n",
            "image 3411/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7372.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3412/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7382.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3413/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7442.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3414/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7480.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3415/3856 /content/data/yolov5-attacked-images/val/images/n03445777_752.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3416/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7552.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3417/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7580.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3418/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7601.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3419/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7630.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3420/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7641.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 3421/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7650.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3422/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7652.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3423/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3424/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7691.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3425/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7711.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3426/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7791.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3427/3856 /content/data/yolov5-attacked-images/val/images/n03445777_790.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3428/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7902.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3429/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7930.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 3430/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7931.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3431/3856 /content/data/yolov5-attacked-images/val/images/n03445777_7991.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3432/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8010.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3433/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8060.JPEG: 224x160 (no detections), 5.4ms\n",
            "image 3434/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8091.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 3435/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8192.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3436/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8242.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3437/3856 /content/data/yolov5-attacked-images/val/images/n03445777_832.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3438/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8332.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3439/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8380.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3440/3856 /content/data/yolov5-attacked-images/val/images/n03445777_850.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 3441/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8541.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3442/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8550.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3443/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8552.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3444/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8610.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3445/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8620.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3446/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8641.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3447/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8681.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3448/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8712.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3449/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8732.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3450/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8790.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3451/3856 /content/data/yolov5-attacked-images/val/images/n03445777_882.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3452/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8820.JPEG: 224x224 1 patch, 6.2ms\n",
            "image 3453/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8840.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3454/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8842.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3455/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8861.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3456/3856 /content/data/yolov5-attacked-images/val/images/n03445777_8980.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3457/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9000.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3458/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9090.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3459/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9102.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3460/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9120.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3461/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9151.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3462/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9171.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3463/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9220.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3464/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9270.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3465/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9300.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3466/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9330.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3467/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9340.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3468/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9380.JPEG: 224x224 1 patch, 7.6ms\n",
            "image 3469/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9381.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3470/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9411.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3471/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9442.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3472/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9552.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3473/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9572.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3474/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9740.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3475/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9762.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3476/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9771.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3477/3856 /content/data/yolov5-attacked-images/val/images/n03445777_980.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3478/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9850.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3479/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9892.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3480/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9900.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3481/3856 /content/data/yolov5-attacked-images/val/images/n03445777_992.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3482/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9921.JPEG: 224x224 1 patch, 6.5ms\n",
            "image 3483/3856 /content/data/yolov5-attacked-images/val/images/n03445777_9971.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3484/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10050.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3485/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10092.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3486/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10210.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3487/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10271.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 3488/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10341.JPEG: 192x224 (no detections), 4.8ms\n",
            "image 3489/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10380.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3490/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10402.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3491/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10661.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3492/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10680.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3493/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10721.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3494/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10892.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3495/3856 /content/data/yolov5-attacked-images/val/images/n03888257_10980.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3496/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1100.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3497/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11042.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3498/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3499/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11210.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3500/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11222.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3501/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11282.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3502/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11450.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3503/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11452.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3504/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11491.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3505/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11561.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3506/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11580.JPEG: 224x192 (no detections), 5.4ms\n",
            "image 3507/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1171.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3508/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11730.JPEG: 224x224 1 patch, 7.8ms\n",
            "image 3509/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11802.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 3510/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11901.JPEG: 160x224 (no detections), 7.5ms\n",
            "image 3511/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11912.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3512/3856 /content/data/yolov5-attacked-images/val/images/n03888257_11931.JPEG: 160x224 (no detections), 5.3ms\n",
            "image 3513/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12.JPEG: 224x224 1 patch, 5.6ms\n",
            "image 3514/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12070.JPEG: 224x224 1 patch, 5.8ms\n",
            "image 3515/3856 /content/data/yolov5-attacked-images/val/images/n03888257_121.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3516/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12212.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3517/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1222.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3518/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12301.JPEG: 160x224 (no detections), 5.8ms\n",
            "image 3519/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12331.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3520/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12400.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3521/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12401.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3522/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12491.JPEG: 224x224 1 patch, 5.5ms\n",
            "image 3523/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12501.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3524/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1251.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 3525/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12560.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3526/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12641.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3527/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12752.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3528/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12801.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3529/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12811.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3530/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12831.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3531/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12842.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3532/3856 /content/data/yolov5-attacked-images/val/images/n03888257_12900.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3533/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1291.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3534/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13072.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3535/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13100.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3536/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13242.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3537/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13290.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3538/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13321.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3539/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13410.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3540/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13600.JPEG: 224x160 (no detections), 6.3ms\n",
            "image 3541/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13681.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3542/3856 /content/data/yolov5-attacked-images/val/images/n03888257_13790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3543/3856 /content/data/yolov5-attacked-images/val/images/n03888257_14090.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3544/3856 /content/data/yolov5-attacked-images/val/images/n03888257_142.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3545/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1421.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3546/3856 /content/data/yolov5-attacked-images/val/images/n03888257_1430.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3547/3856 /content/data/yolov5-attacked-images/val/images/n03888257_14472.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3548/3856 /content/data/yolov5-attacked-images/val/images/n03888257_14530.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3549/3856 /content/data/yolov5-attacked-images/val/images/n03888257_14901.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3550/3856 /content/data/yolov5-attacked-images/val/images/n03888257_15312.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3551/3856 /content/data/yolov5-attacked-images/val/images/n03888257_15382.JPEG: 192x224 (no detections), 6.9ms\n",
            "image 3552/3856 /content/data/yolov5-attacked-images/val/images/n03888257_15491.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3553/3856 /content/data/yolov5-attacked-images/val/images/n03888257_15840.JPEG: 224x224 1 patch, 7.0ms\n",
            "image 3554/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3555/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16112.JPEG: 224x224 1 patch, 6.9ms\n",
            "image 3556/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16211.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 3557/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16542.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3558/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16741.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3559/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16912.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3560/3856 /content/data/yolov5-attacked-images/val/images/n03888257_16991.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3561/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17031.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 3562/3856 /content/data/yolov5-attacked-images/val/images/n03888257_171.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3563/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17340.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3564/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17380.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3565/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17421.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3566/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17542.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3567/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17641.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3568/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17690.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3569/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17801.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3570/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17851.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3571/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17872.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3572/3856 /content/data/yolov5-attacked-images/val/images/n03888257_17970.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3573/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18002.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3574/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18031.JPEG: 224x160 (no detections), 5.2ms\n",
            "image 3575/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18052.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3576/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18181.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3577/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18360.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3578/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18382.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3579/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18441.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3580/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18560.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3581/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18742.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3582/3856 /content/data/yolov5-attacked-images/val/images/n03888257_18921.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3583/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19162.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3584/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19211.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3585/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19260.JPEG: 192x224 (no detections), 5.3ms\n",
            "image 3586/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19451.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3587/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19462.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3588/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19471.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3589/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19531.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3590/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19570.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3591/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19580.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3592/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19702.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3593/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19792.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3594/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19830.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3595/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19921.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3596/3856 /content/data/yolov5-attacked-images/val/images/n03888257_19960.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3597/3856 /content/data/yolov5-attacked-images/val/images/n03888257_20012.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3598/3856 /content/data/yolov5-attacked-images/val/images/n03888257_20151.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3599/3856 /content/data/yolov5-attacked-images/val/images/n03888257_20300.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3600/3856 /content/data/yolov5-attacked-images/val/images/n03888257_20352.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3601/3856 /content/data/yolov5-attacked-images/val/images/n03888257_20450.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3602/3856 /content/data/yolov5-attacked-images/val/images/n03888257_20572.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3603/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21150.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3604/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21201.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3605/3856 /content/data/yolov5-attacked-images/val/images/n03888257_2122.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3606/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21432.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3607/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21552.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3608/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21651.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3609/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21912.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3610/3856 /content/data/yolov5-attacked-images/val/images/n03888257_21932.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3611/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22061.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3612/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22211.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3613/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22212.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3614/3856 /content/data/yolov5-attacked-images/val/images/n03888257_2222.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3615/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22302.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3616/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22330.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3617/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22540.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3618/3856 /content/data/yolov5-attacked-images/val/images/n03888257_22972.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3619/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23192.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3620/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23350.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3621/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23372.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3622/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23421.JPEG: 224x224 1 patch, 8.6ms\n",
            "image 3623/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23571.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 3624/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23680.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3625/3856 /content/data/yolov5-attacked-images/val/images/n03888257_23801.JPEG: 224x224 1 patch, 4.6ms\n",
            "image 3626/3856 /content/data/yolov5-attacked-images/val/images/n03888257_24470.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3627/3856 /content/data/yolov5-attacked-images/val/images/n03888257_25150.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3628/3856 /content/data/yolov5-attacked-images/val/images/n03888257_2520.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3629/3856 /content/data/yolov5-attacked-images/val/images/n03888257_25420.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3630/3856 /content/data/yolov5-attacked-images/val/images/n03888257_25460.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3631/3856 /content/data/yolov5-attacked-images/val/images/n03888257_25611.JPEG: 224x224 1 patch, 6.1ms\n",
            "image 3632/3856 /content/data/yolov5-attacked-images/val/images/n03888257_25810.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3633/3856 /content/data/yolov5-attacked-images/val/images/n03888257_26182.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3634/3856 /content/data/yolov5-attacked-images/val/images/n03888257_26651.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3635/3856 /content/data/yolov5-attacked-images/val/images/n03888257_26672.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3636/3856 /content/data/yolov5-attacked-images/val/images/n03888257_26931.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3637/3856 /content/data/yolov5-attacked-images/val/images/n03888257_27102.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3638/3856 /content/data/yolov5-attacked-images/val/images/n03888257_2740.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3639/3856 /content/data/yolov5-attacked-images/val/images/n03888257_2760.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3640/3856 /content/data/yolov5-attacked-images/val/images/n03888257_27671.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3641/3856 /content/data/yolov5-attacked-images/val/images/n03888257_2791.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3642/3856 /content/data/yolov5-attacked-images/val/images/n03888257_28011.JPEG: 224x160 (no detections), 5.5ms\n",
            "image 3643/3856 /content/data/yolov5-attacked-images/val/images/n03888257_28352.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3644/3856 /content/data/yolov5-attacked-images/val/images/n03888257_28482.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3645/3856 /content/data/yolov5-attacked-images/val/images/n03888257_28581.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3646/3856 /content/data/yolov5-attacked-images/val/images/n03888257_28610.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3647/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29050.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3648/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29090.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3649/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29170.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 3650/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29191.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3651/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29201.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3652/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29390.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3653/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29512.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3654/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29712.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3655/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29762.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3656/3856 /content/data/yolov5-attacked-images/val/images/n03888257_29910.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3657/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30032.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3658/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30042.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3659/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30270.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3660/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30332.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3661/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30382.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3662/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30402.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3663/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30412.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3664/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30521.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3665/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30680.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3666/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30682.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3667/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30691.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3668/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30712.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3669/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3072.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3670/3856 /content/data/yolov5-attacked-images/val/images/n03888257_30911.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3671/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31010.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3672/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31180.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3673/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31301.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3674/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31370.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3675/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3142.JPEG: 224x224 (no detections), 4.9ms\n",
            "image 3676/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31742.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3677/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31790.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3678/3856 /content/data/yolov5-attacked-images/val/images/n03888257_31921.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 3679/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32001.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3680/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32032.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3681/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32042.JPEG: 224x192 (no detections), 5.1ms\n",
            "image 3682/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32141.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3683/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32350.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3684/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32391.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3685/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32520.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3686/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32670.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3687/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32682.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3688/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32911.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3689/3856 /content/data/yolov5-attacked-images/val/images/n03888257_32970.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3690/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33021.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3691/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33070.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3692/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33170.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3693/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33182.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3694/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33250.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3695/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33471.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3696/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33481.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3697/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33801.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3698/3856 /content/data/yolov5-attacked-images/val/images/n03888257_33931.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3699/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34031.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3700/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34081.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3701/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34162.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3702/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34280.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3703/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34320.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3704/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34452.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3705/3856 /content/data/yolov5-attacked-images/val/images/n03888257_34632.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3706/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3492.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3707/3856 /content/data/yolov5-attacked-images/val/images/n03888257_35020.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3708/3856 /content/data/yolov5-attacked-images/val/images/n03888257_35241.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3709/3856 /content/data/yolov5-attacked-images/val/images/n03888257_35621.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3710/3856 /content/data/yolov5-attacked-images/val/images/n03888257_35800.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3711/3856 /content/data/yolov5-attacked-images/val/images/n03888257_35890.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3712/3856 /content/data/yolov5-attacked-images/val/images/n03888257_35962.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3713/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3632.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3714/3856 /content/data/yolov5-attacked-images/val/images/n03888257_36371.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3715/3856 /content/data/yolov5-attacked-images/val/images/n03888257_36390.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3716/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3642.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3717/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3651.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3718/3856 /content/data/yolov5-attacked-images/val/images/n03888257_36541.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3719/3856 /content/data/yolov5-attacked-images/val/images/n03888257_36631.JPEG: 224x224 (no detections), 4.9ms\n",
            "image 3720/3856 /content/data/yolov5-attacked-images/val/images/n03888257_36831.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3721/3856 /content/data/yolov5-attacked-images/val/images/n03888257_36971.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3722/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3720.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3723/3856 /content/data/yolov5-attacked-images/val/images/n03888257_37270.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3724/3856 /content/data/yolov5-attacked-images/val/images/n03888257_37362.JPEG: 224x224 1 patch, 7.3ms\n",
            "image 3725/3856 /content/data/yolov5-attacked-images/val/images/n03888257_37561.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3726/3856 /content/data/yolov5-attacked-images/val/images/n03888257_37950.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3727/3856 /content/data/yolov5-attacked-images/val/images/n03888257_38102.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3728/3856 /content/data/yolov5-attacked-images/val/images/n03888257_38200.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3729/3856 /content/data/yolov5-attacked-images/val/images/n03888257_38391.JPEG: 192x224 (no detections), 5.2ms\n",
            "image 3730/3856 /content/data/yolov5-attacked-images/val/images/n03888257_38501.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3731/3856 /content/data/yolov5-attacked-images/val/images/n03888257_38560.JPEG: 224x224 (no detections), 5.6ms\n",
            "image 3732/3856 /content/data/yolov5-attacked-images/val/images/n03888257_39021.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3733/3856 /content/data/yolov5-attacked-images/val/images/n03888257_39031.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3734/3856 /content/data/yolov5-attacked-images/val/images/n03888257_3932.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3735/3856 /content/data/yolov5-attacked-images/val/images/n03888257_39402.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3736/3856 /content/data/yolov5-attacked-images/val/images/n03888257_39511.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3737/3856 /content/data/yolov5-attacked-images/val/images/n03888257_39552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3738/3856 /content/data/yolov5-attacked-images/val/images/n03888257_400.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3739/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4042.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3740/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4052.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3741/3856 /content/data/yolov5-attacked-images/val/images/n03888257_40951.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3742/3856 /content/data/yolov5-attacked-images/val/images/n03888257_41091.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3743/3856 /content/data/yolov5-attacked-images/val/images/n03888257_41260.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3744/3856 /content/data/yolov5-attacked-images/val/images/n03888257_41391.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3745/3856 /content/data/yolov5-attacked-images/val/images/n03888257_42.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3746/3856 /content/data/yolov5-attacked-images/val/images/n03888257_42680.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3747/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4311.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3748/3856 /content/data/yolov5-attacked-images/val/images/n03888257_43260.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3749/3856 /content/data/yolov5-attacked-images/val/images/n03888257_43782.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3750/3856 /content/data/yolov5-attacked-images/val/images/n03888257_43982.JPEG: 224x224 1 patch, 6.0ms\n",
            "image 3751/3856 /content/data/yolov5-attacked-images/val/images/n03888257_44112.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3752/3856 /content/data/yolov5-attacked-images/val/images/n03888257_44391.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3753/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4512.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3754/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4561.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3755/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4580.JPEG: 224x224 1 patch, 5.7ms\n",
            "image 3756/3856 /content/data/yolov5-attacked-images/val/images/n03888257_46572.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3757/3856 /content/data/yolov5-attacked-images/val/images/n03888257_46621.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3758/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4682.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3759/3856 /content/data/yolov5-attacked-images/val/images/n03888257_46870.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3760/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4732.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3761/3856 /content/data/yolov5-attacked-images/val/images/n03888257_482.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3762/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4842.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3763/3856 /content/data/yolov5-attacked-images/val/images/n03888257_48910.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3764/3856 /content/data/yolov5-attacked-images/val/images/n03888257_49081.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3765/3856 /content/data/yolov5-attacked-images/val/images/n03888257_4952.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3766/3856 /content/data/yolov5-attacked-images/val/images/n03888257_50102.JPEG: 224x224 1 patch, 5.3ms\n",
            "image 3767/3856 /content/data/yolov5-attacked-images/val/images/n03888257_50392.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3768/3856 /content/data/yolov5-attacked-images/val/images/n03888257_50622.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3769/3856 /content/data/yolov5-attacked-images/val/images/n03888257_50880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3770/3856 /content/data/yolov5-attacked-images/val/images/n03888257_510.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3771/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5140.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3772/3856 /content/data/yolov5-attacked-images/val/images/n03888257_51522.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3773/3856 /content/data/yolov5-attacked-images/val/images/n03888257_51872.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3774/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5281.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 3775/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5442.JPEG: 224x224 1 patch, 5.4ms\n",
            "image 3776/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5501.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3777/3856 /content/data/yolov5-attacked-images/val/images/n03888257_55090.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3778/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5551.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3779/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5621.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3780/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5662.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3781/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5692.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3782/3856 /content/data/yolov5-attacked-images/val/images/n03888257_57010.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3783/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5722.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3784/3856 /content/data/yolov5-attacked-images/val/images/n03888257_57570.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3785/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5812.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3786/3856 /content/data/yolov5-attacked-images/val/images/n03888257_5820.JPEG: 224x224 1 patch, 7.5ms\n",
            "image 3787/3856 /content/data/yolov5-attacked-images/val/images/n03888257_58270.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3788/3856 /content/data/yolov5-attacked-images/val/images/n03888257_58392.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3789/3856 /content/data/yolov5-attacked-images/val/images/n03888257_59412.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3790/3856 /content/data/yolov5-attacked-images/val/images/n03888257_59442.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3791/3856 /content/data/yolov5-attacked-images/val/images/n03888257_61350.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3792/3856 /content/data/yolov5-attacked-images/val/images/n03888257_61581.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3793/3856 /content/data/yolov5-attacked-images/val/images/n03888257_621.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3794/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6230.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3795/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6250.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3796/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6331.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3797/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6402.JPEG: 224x224 1 patch, 5.0ms\n",
            "image 3798/3856 /content/data/yolov5-attacked-images/val/images/n03888257_64711.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3799/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6491.JPEG: 224x224 1 patch, 4.7ms\n",
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            "image 3801/3856 /content/data/yolov5-attacked-images/val/images/n03888257_65922.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3802/3856 /content/data/yolov5-attacked-images/val/images/n03888257_66102.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3803/3856 /content/data/yolov5-attacked-images/val/images/n03888257_66361.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3804/3856 /content/data/yolov5-attacked-images/val/images/n03888257_66552.JPEG: 160x224 (no detections), 5.8ms\n",
            "image 3805/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6662.JPEG: 224x224 1 patch, 5.2ms\n",
            "image 3806/3856 /content/data/yolov5-attacked-images/val/images/n03888257_66961.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3807/3856 /content/data/yolov5-attacked-images/val/images/n03888257_67221.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3808/3856 /content/data/yolov5-attacked-images/val/images/n03888257_67480.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3809/3856 /content/data/yolov5-attacked-images/val/images/n03888257_68660.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3810/3856 /content/data/yolov5-attacked-images/val/images/n03888257_6912.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3811/3856 /content/data/yolov5-attacked-images/val/images/n03888257_69371.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3812/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7011.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3813/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7061.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3814/3856 /content/data/yolov5-attacked-images/val/images/n03888257_70632.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3815/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7130.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3816/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7210.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3817/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7231.JPEG: 192x224 (no detections), 5.1ms\n",
            "image 3818/3856 /content/data/yolov5-attacked-images/val/images/n03888257_72591.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3819/3856 /content/data/yolov5-attacked-images/val/images/n03888257_72911.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3820/3856 /content/data/yolov5-attacked-images/val/images/n03888257_72982.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3821/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7311.JPEG: 224x224 1 patch, 6.8ms\n",
            "image 3822/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7331.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3823/3856 /content/data/yolov5-attacked-images/val/images/n03888257_73320.JPEG: 160x224 (no detections), 5.2ms\n",
            "image 3824/3856 /content/data/yolov5-attacked-images/val/images/n03888257_760.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3825/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7610.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3826/3856 /content/data/yolov5-attacked-images/val/images/n03888257_76121.JPEG: 224x224 2 patchs, 4.8ms\n",
            "image 3827/3856 /content/data/yolov5-attacked-images/val/images/n03888257_76331.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3828/3856 /content/data/yolov5-attacked-images/val/images/n03888257_76721.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3829/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7831.JPEG: 192x224 (no detections), 5.0ms\n",
            "image 3830/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7921.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3831/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7960.JPEG: 224x224 1 patch, 4.9ms\n",
            "image 3832/3856 /content/data/yolov5-attacked-images/val/images/n03888257_7982.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3833/3856 /content/data/yolov5-attacked-images/val/images/n03888257_80.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3834/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8001.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3835/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8080.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3836/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8100.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3837/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8112.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3838/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8160.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3839/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8381.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3840/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8391.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3841/3856 /content/data/yolov5-attacked-images/val/images/n03888257_850.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3842/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8502.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3843/3856 /content/data/yolov5-attacked-images/val/images/n03888257_880.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3844/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8882.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3845/3856 /content/data/yolov5-attacked-images/val/images/n03888257_8982.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3846/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9082.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3847/3856 /content/data/yolov5-attacked-images/val/images/n03888257_912.JPEG: 224x224 1 patch, 4.8ms\n",
            "image 3848/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9301.JPEG: 160x224 (no detections), 5.1ms\n",
            "image 3849/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9371.JPEG: 224x224 1 patch, 5.1ms\n",
            "image 3850/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9552.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3851/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9640.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3852/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9650.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3853/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9671.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3854/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9770.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3855/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9771.JPEG: 224x224 1 patch, 4.7ms\n",
            "image 3856/3856 /content/data/yolov5-attacked-images/val/images/n03888257_9812.JPEG: 224x224 1 patch, 4.9ms\n",
            "Speed: 0.2ms pre-process, 5.1ms inference, 0.8ms NMS per image at shape (1, 3, 224, 224)\n",
            "Results saved to \u001b[1myolov5/runs/detect/exp4\u001b[0m\n",
            "3481 labels saved to yolov5/runs/detect/exp4/labels\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!python index.py --operation defence --test_dir yolov5/runs/detect/exp4/labels"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "W3h4xsH64WFM",
        "outputId": "a377f58e-72ae-4539-de28-f47d9fe7d585"
      },
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "program started for operation defence\n",
            "building datasets...\n",
            "\n",
            "Length of train dataset:  128\n",
            "Length of val dataset:  51 \n",
            "\n",
            "\n",
            "Loading pretrained model\n",
            "experiment to be evaluated /content/yolov5/runs/detect/exp4/labels\n",
            "\n",
            "Clean image accuracy:  53.0\n",
            "Attacked image accuracy:  48.92156862745098\n",
            "Defence image accuracy:  35.705882352941174\n"
          ]
        }
      ]
    }
  ],
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}