🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
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Dec 6, 2024 - Python
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cbam
Here are 36 public repositories matching this topic...
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
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May 3, 2024 - Python
YOLOv5 Series Multi-backbone(TPH-YOLOv5, Ghostnet, ShuffleNetv2, Mobilenetv3Small, EfficientNetLite, PP-LCNet, SwinTransformer YOLO), Module(CBAM, DCN), Pruning (EagleEye, Network Slimming), Quantization (MQBench) and Deployment (TensorRT, ncnn) Compression Tool Box.
tensorrt ncnn cbam network-slimming eagleeye ghostnet-yolov5 swin-transformer pplcnet tph-yolov5 shufflenetv2-yolov5 mobilenetv3small-yolov5 mqbench efficientnetlite-yolov5
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Apr 29, 2022 - Python
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
detection tricks cnn sge pytorch classification convolutional-networks pretrained-models bam senet state-of-the-art gcnet shufflenetv2 cbam weight-decay sknet cnn-tricks training-shufflenetv2 attention-models weight-normalization-family
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Dec 8, 2020 - Python
More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt
sparsity backbone pytorch resnet object-detection gcn tensorrt neck qat shufflenet yolov3 cbam hrnet dcnv2 yolov5 moblienet swin-transformer triton-server ptq
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Aug 19, 2024 - Python
Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization
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Nov 3, 2020 - Python
CBAM implementation on TensowFlow
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Aug 31, 2018 - Python
CBAM implementation on TensorFlow Slim
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Sep 14, 2018 - Python
[MICCAI'24] Official implementation of "BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection".
deep-neural-networks yolo object-detection medical-image-computing medical-image-processing computer-vision-algorithms deep-learning-framework medical-image-analysis cbam lesion-detection bifpn medical-image-detection ciou-loss br35h-brain-tumor-detection-2020 gfpn afpn biformer bi-level-routing-attention giou-loss wiou-loss
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Nov 20, 2024 - Python
CBAM(Convolutional Block Attention Module) implementation on TensowFlow2.0
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Dec 23, 2020 - Python
This repo contains the 3D implementation of the commonly used attention mechanism for imaging.
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Aug 26, 2022 - Python
CBAM: Convolutional Block Attention Module for CIFAR100 on VGG19
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Jan 22, 2024 - Jupyter Notebook
Spatial and Channel Attention in CNN Architectures for Image Classification task
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Sep 12, 2020 - Jupyter Notebook
ZAM: Zero parameter Attention Module
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Oct 2, 2019 - Python
Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混
hyperspectral keras-tensorflow attention-model hyperspectral-unmixing cbam hyperspectral-images spectral-spatial dacn
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Jun 13, 2024 - Python
This is a torchvision style CNN models collection based on pytorch.
pytorch attention-mechanism cnn-model senet self-attention cbam cbam-resnet se-resnet crossstagepartial csp-resnet csp-densenet exactfusionmodel
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Sep 15, 2020 - Python
Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"
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May 19, 2023 - Python
pytorch implementation of several CNNs for image classification
cnn pytorch imagenet image-classification resnet cifar resnext pretrained-weights senet cbam sknet train-from-scratch
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Jul 12, 2020 - Python
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