Update README.md #756
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| # name of the workflow, what it is doing (optional) | |
| name: CI CPU testing | |
| # events that trigger the workflow (required) | |
| on: | |
| push: | |
| branches: [master, CIdebug] | |
| pull_request: | |
| # pull request where master is target | |
| branches: [master] | |
| # the workflow that gets triggerd | |
| jobs: | |
| build: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-latest, windows-latest] # Error: Container action is only supported on Linux | |
| python-version: [3.9] | |
| model: ['yolov8n'] # models to test | |
| # Timeout: https://stackoverflow.com/a/59076067/4521646 | |
| timeout-minutes: 50 | |
| steps: | |
| # Check out the repository recursively, updated to v3 | |
| - uses: actions/checkout@v3 | |
| with: | |
| submodules: recursive | |
| # Prepare environment with python 3.9 | |
| - uses: actions/setup-python@v4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Install requirements | |
| run: | | |
| python -m pip install --upgrade pip setuptools wheel | |
| # If not importing this prior to installing requirements... | |
| # ImportError: lap requires numpy, please "pip install numpy". Workaround... | |
| pip install numpy | |
| pip install -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cpu | |
| pip install requests | |
| python --version | |
| pip --version | |
| pip list | |
| shell: bash | |
| - name: Tests all tracking options | |
| run: | | |
| # deepocsort | |
| python track.py --tracking-method deepocsort --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| # botsort | |
| python track.py --tracking-method botsort --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| # strongsort | |
| python track.py --tracking-method strongsort --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| # ocsort | |
| python track.py --tracking-method ocsort --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| # bytetrack | |
| python track.py --tracking-method bytetrack --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| - name: Tests tracker with exported reid model | |
| shell: bash # for Windows compatibility | |
| run: | | |
| # export | |
| python trackers/deep/reid_export.py --weights weights/mobilenetv2_x1_4_dukemtmcreid.pt # export deafults to torchscript | |
| # strongsort w. exported reid model | |
| python track.py --reid-model weights/mobilenetv2_x1_4_dukemtmcreid.torchscript --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| - name: Test tracking with seg models | |
| shell: bash # for Windows compatibility | |
| run: | | |
| # tracking with SEG models | |
| python track.py --tracking-method deepocsort --yolo-model yolov8n-seg.pt --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| - name: Test tracking with pose models | |
| shell: bash # for Windows compatibility | |
| run: | | |
| # tracking with POSE models | |
| python3 track.py --yolo-model yolov8n-pose.pt --source ./assets/MOT17-mini/train/MOT17-05-FRCNN/MOT17-05-FRCNN/000001.jpg | |
| - name: Test validation on MOT17 subset | |
| shell: bash # for Windows compatibility | |
| run: | | |
| # validation on a few MOT17 imges | |
| python val.py --tracking-method deepocsort --yolo-model yolov8n.pt --benchmark MOT17-mini | |
| - name: Test evolution on MOT17 subset | |
| shell: bash # for Windows compatibility | |
| run: | | |
| # evolve a for a single set of parameters | |
| python evolve.py --objectives HOTA,MOTA,IDF1 --benchmark MOT17-mini --n-trials 1 |