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@ -12,6 +12,7 @@ jobs:
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matrix:
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os: [ubuntu-18.04, macOS-10.15] #, windows-2019
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python-version: [3.7, 3.8]
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yolo5-model: ["yolov5s", "yolov5m", "yolov5l", "yolov5x"]
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# Timeout: https://stackoverflow.com/a/59076067/4521646
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steps:
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@ -32,9 +33,9 @@ jobs:
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uses: actions/cache@v1
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with:
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path: ${{ steps.pip-cache.outputs.dir }}
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key: ${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}-pip-${{ hashFiles('requirements.txt') }}
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key: ${{ runner.os }}-${{ matrix.python-version }}-pip-${{ hashFiles('requirements.txt') }}
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restore-keys: |
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${{ runner.os }}-${{ matrix.python-version }}-${{ matrix.requires }}-pip-
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${{ runner.os }}-${{ matrix.python-version }}-pip-
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- name: Install dependencies
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run: |
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@ -50,26 +51,26 @@ jobs:
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- name: Download data
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run: |
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python -c "from utils.google_utils import * ; gdrive_download('1n_oKgR81BJtqk75b00eAjdv03qVCQn2f', 'coco128.zip')"
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- name: Download weights
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run: |
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bash weights/download_weights.sh
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- name: Tests
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- name: Tests workflow
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run: |
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for name in yolov5s yolov5m yolov5l yolov5x # models
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do
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di=cpu # inference devices
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# train
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python train.py --weights weights/$name.pt --cfg models/$name.yaml --epochs 1 --img 320 --device $di --batch-size 2
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# detect official
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python detect.py --weights weights/$name.pt --device $di
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# detect custom
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python detect.py --weights runs/exp0/weights/last.pt --device $di
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# test official
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python test.py --weights weights/$name.pt --device $di --batch-size 2
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# test custom
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python test.py --weights runs/exp0/weights/last.pt --device $di --batch-size 2
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# inspect
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python models/yolo.py --cfg models/$name.yaml
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# export
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python models/export.py --weights weights/$name.pt --img 640 --batch 1
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done
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di=cpu # inference devices
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# train
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python train.py --weights weights/${{ matrix.yolo5-model }}.pt --cfg models/${{ matrix.yolo5-model }}.yaml --epochs 1 --img 320 --device $di --batch-size 2
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# detect official
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python detect.py --weights weights/${{ matrix.yolo5-model }}.pt --device $di
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# detect custom
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python detect.py --weights runs/exp0/weights/last.pt --device $di
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# test official
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python test.py --weights weights/${{ matrix.yolo5-model }}.pt --device $di --batch-size 2
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# test custom
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python test.py --weights runs/exp0/weights/last.pt --device $di --batch-size 2
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# inspect
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python models/yolo.py --cfg models/${{ matrix.yolo5-model }}.yaml
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# export
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python models/export.py --weights weights/${{ matrix.yolo5-model }}.pt --img 640 --batch 1
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shell: bash
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