package testing #1214
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: package testing | |
| on: | |
| schedule: | |
| - cron: '0 0 * * *' # Runs at 00:00 UTC every day | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| operating-system: [ubuntu-latest, windows-latest, macos-latest] | |
| python-version: [3.8, 3.9, "3.10", "3.11"] | |
| fail-fast: false | |
| steps: | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| - name: Set up Python | |
| uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Update pip | |
| run: python -m pip install --upgrade pip | |
| - name: Get pip cache dir | |
| id: pip-cache | |
| run: | | |
| echo "dir=$(pip cache dir)" >> $GITHUB_OUTPUT | |
| - name: Restore pip cache | |
| uses: actions/cache@v3 | |
| with: | |
| path: ${{ steps.pip-cache.outputs.dir }} | |
| key: ${{ matrix.os }}-${{ matrix.python-version }}-${{ hashFiles('**/setup.py') }} | |
| restore-keys: ${{ matrix.os }}-${{ matrix.python-version }}- | |
| - name: Install latest YOLOv5 package | |
| run: > | |
| pip install --upgrade --force-reinstall yolov5 | |
| - name: Test with unittest | |
| run: | | |
| python -m unittest | |
| - name: Test yolov5 train | |
| shell: bash # for Windows compatibility | |
| run: | | |
| # donwload coco formatted testing data | |
| python tests/download_test_coco_dataset.py | |
| # train (dl base model from hf hub) | |
| yolov5 train --data tests/data/coco_data.yaml --img 128 --batch 16 --weights fcakyon/yolov5n-v7.0 --epochs 1 --device cpu --freeze 10 | |
| python yolov5/train.py --img 128 --batch 16 --weights fcakyon/yolov5n-v7.0 --epochs 1 --device cpu | |
| yolov5 train --img 128 --batch 16 --weights fcakyon/yolov5n-v7.0 --epochs 1 --device cpu --freeze 10 | |
| yolov5 train --img 128 --batch 16 --weights fcakyon/yolov5n-v7.0 --epochs 1 --device cpu --evolve 2 | |
| # train | |
| yolov5 train --data tests/data/coco_data.yaml --img 128 --batch 16 --weights yolov5/weights/yolov5n.pt --epochs 1 --device cpu --freeze 10 | |
| python yolov5/train.py --img 128 --batch 16 --weights yolov5/weights/yolov5n.pt --epochs 1 --device cpu | |
| yolov5 train --img 128 --batch 16 --weights yolov5/weights/yolov5n.pt --epochs 1 --device cpu --freeze 10 | |
| yolov5 train --img 128 --batch 16 --weights yolov5/weights/yolov5n.pt --epochs 1 --device cpu --evolve 2 | |
| - name: Test yolov5 detect | |
| shell: bash # for Windows compatibility | |
| run: | | |
| python yolov5/detect.py --weights yolov5/weights/yolov5n.pt --device cpu | |
| yolov5 detect --weights yolov5/weights/yolov5n.pt --device cpu | |
| python yolov5/detect.py --weights runs/train/exp/weights/last.pt --device cpu | |
| yolov5 detect --weights runs/train/exp/weights/last.pt --device cpu | |
| - name: Test yolov5 val | |
| shell: bash # for Windows compatibility | |
| run: | | |
| python yolov5/val.py --img 128 --batch 16 --weights yolov5/weights/yolov5n.pt --device cpu | |
| yolov5 val --data yolov5/data/coco128.yaml --img 128 --batch 16 --weights yolov5/weights/yolov5n.pt --device cpu | |
| python yolov5/val.py --img 128 --batch 16 --weights runs/train/exp/weights/last.pt --device cpu | |
| yolov5 val --data yolov5/data/coco128.yaml --img 128 --batch 16 --weights runs/train/exp/weights/last.pt --device cpu | |
| - name: Test yolov5 export | |
| shell: bash # for Windows compatibility | |
| run: | | |
| pip install onnx onnx-simplifier tensorflowjs | |
| python yolov5/export.py --weights yolov5/weights/yolov5n.pt --device cpu --include torchscript,onnx,tflite | |
| yolov5 export --weights yolov5/weights/yolov5n.pt --device cpu --simplify --include torchscript,onnx,saved_model,pb,tfjs | |
| - name: Test yolov5 benchmarks | |
| shell: bash # for Windows compatibility | |
| run: | | |
| yolov5 benchmarks --weights yolov5n.pt --img 128 --pt-only --device cpu | |
| - name: Test yolov5 classify | |
| shell: bash # for Windows compatibility | |
| run: | | |
| yolov5 classify train --img 128 --data mnist2560 --model yolov5n-cls.pt --epochs 1 --device cpu | |
| yolov5 classify train --img 128 --data mnist2560 --model fcakyon/yolov5n-cls-v7.0 --epochs 1 --device cpu | |
| yolov5 classify val --img 128 --data datasets/mnist2560 --weights yolov5n-cls.pt --device cpu | |
| yolov5 classify predict --img 128 --weights yolov5n-cls.pt --device cpu | |
| - name: Test yolov5 segment | |
| shell: bash # for Windows compatibility | |
| run: | | |
| yolov5 segment train --img 128 --weights yolov5n-seg.pt --epochs 1 --device cpu | |
| yolov5 segment train --img 128 --weights fcakyon/yolov5n-seg-v7.0 --epochs 1 --device cpu | |
| # yolov5 segment val --img 128 --weights yolov5n-seg.pt --device cpu | |
| yolov5 segment predict --img 128 --weights yolov5n-seg.pt --device cpu | |
| - name: Test roboflow train | |
| shell: bash # for Windows compatibility | |
| run: | | |
| yolov5 train --data https://universe.roboflow.com/gdit/aerial-airport/dataset/1 --weights yolov5/weights/yolov5n.pt --img 128 --epochs 1 --device cpu --roboflow_token ${{ secrets.ROBOFLOW_API_KEY }} | |
| # yolov5 classify train --data https://universe.roboflow.com/carlos-gabriel-da-silva-machado-siwvs/turtles-i1tlr/dataset/1 --img 128 --model yolov5n-cls.pt --epochs 1 --device cpu --roboflow_token ${{ secrets.ROBOFLOW_API_KEY }} | |
| yolov5 segment train --data https://universe.roboflow.com/aymane-outani-auooc/cable-fzjik/dataset/2 --img 128 --weights yolov5n-seg.pt --epochs 1 --device cpu --roboflow_token ${{ secrets.ROBOFLOW_API_KEY }} |