Runs on schedule #56
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| name: PaddleX cv pipeline Run Check | |
| run-name: Runs on ${{ github.event_name }} | |
| on: | |
| workflow_dispatch: | |
| workflow_call: | |
| schedule: | |
| - cron: "0 20 * * *" | |
| jobs: | |
| run-check: | |
| runs-on: ${{ matrix.os }} | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| os: [ubuntu-20.04, ubuntu-latest, macos-latest, macos-13, ubuntu-24.04-arm, windows-latest] # x86 和 ARM | |
| python-version: ['3.8', '3.9', '3.10', '3.11', '3.12'] | |
| steps: | |
| - name: Set up Python | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Upgrade pip and install setuptools | |
| run: python -m pip install --upgrade pip setuptools | |
| - name: Install dependencies | |
| run: python -m pip install --pre paddlepaddle -i https://www.paddlepaddle.org.cn/packages/nightly/cpu/ | |
| - name: PaddlePaddle Run Check | |
| run: | | |
| python -c "import paddle; paddle.version.show(); paddle.utils.run_check()" | |
| - name: git clone PaddleX | |
| run: | | |
| git clone https://github.com/PaddlePaddle/PaddleX.git | |
| - name: install CV requirements | |
| run: | | |
| cd PaddleX | |
| pip install -e .[cv] | |
| - name: test image_classification | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline image_classification --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/general_image_classification_001.jpg --device cpu --save_path ./output/ | |
| - name: test object_detection | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline object_detection --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/general_object_detection_002.png --threshold 0.5 --save_path ./output/ --device cpu | |
| - name: test instance_segmentation | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline instance_segmentation --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/general_instance_segmentation_004.png --threshold 0.5 --save_path ./output --device cpu | |
| - name: test semantic_segmentation | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline semantic_segmentation --input https://paddle-model-ecology.bj.bcebos.com/paddlex/PaddleX3.0/application/semantic_segmentation/makassaridn-road_demo.png --target_size -1 --save_path ./output --device cpu | |
| - name: test image_multilabel_classification | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline image_multilabel_classification --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/general_image_classification_001.jpg --device cpu | |
| - name: test small_object_detection | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline small_object_detection --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/small_object_detection.jpg --threshold 0.5 --save_path ./output --device cpu | |
| - name: test anomaly_detection | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline anomaly_detection --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/uad_grid.png --device cpu --save_path ./output | |
| # 只支持gpu | |
| # - name: test 3d_bev_detection | |
| # run: | | |
| # cd PaddleX | |
| # paddlex --pipeline 3d_bev_detection \ | |
| # --input https://paddle-model-ecology.bj.bcebos.com/paddlex/det_3d/demo_det_3d/nuscenes_demo_infer.tar \ | |
| # --device cpu | |
| - name: test human_keypoint_detection | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline human_keypoint_detection --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/keypoint_detection_001.jpg --det_threshold 0.5 --save_path ./output/ --device cpu | |
| # 不属于cv | |
| # - name: test open_vocabulary_detection | |
| # run: | | |
| # cd PaddleX | |
| # wget -q https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/open_vocabulary_detection.jpg | |
| # paddlex --pipeline open_vocabulary_detection \ | |
| # --input open_vocabulary_detection.jpg \ | |
| # --prompt "bus . walking man . rearview mirror ." \ | |
| # --thresholds "{'text_threshold': 0.25, 'box_threshold': 0.3}" \ | |
| # --save_path ./output \ | |
| # --device cpu | |
| # - name: test open_vocabulary_segmentation | |
| # run: | | |
| # cd PaddleX | |
| # paddlex --pipeline open_vocabulary_segmentation \ | |
| # --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/open_vocabulary_segmentation.jpg \ | |
| # --prompt_type box \ | |
| # --prompt "[[112.9,118.4,513.8,382.1],[4.6,263.6,92.2,336.6],[592.4,260.9,607.2,294.2]]" \ | |
| # --save_path ./output \ | |
| # --device cpu | |
| - name: test rotated_object_detection | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline rotated_object_detection --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/rotated_object_detection_001.png --threshold 0.5 --save_path ./output --device cpu | |
| - name: test pedestrian_attribute_recognition | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline pedestrian_attribute_recognition --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/pedestrian_attribute_002.jpg --device cpu --save_path ./output/ | |
| - name: test vehicle_attribute_recognition | |
| run: | | |
| cd PaddleX | |
| paddlex --pipeline vehicle_attribute_recognition --input https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/vehicle_attribute_002.jpg --device cpu --save_path ./output/ | |
| - name: prepare data for linux and mac | |
| if: runner.os != 'Windows' | |
| run: | | |
| cd PaddleX | |
| # PP-ShiTuV2 | |
| wget -q https://paddle-model-ecology.bj.bcebos.com/paddlex/data/drink_dataset_v2.0.tar | |
| tar -xf drink_dataset_v2.0.tar | |
| wget -q https://paddle-qa.bj.bcebos.com/suijiaxin/PaddleX/test_PP-ShiTuV2.py | |
| # face_recognition | |
| wget -q https://paddle-model-ecology.bj.bcebos.com/paddlex/data/face_demo_gallery.tar | |
| tar -xf ./face_demo_gallery.tar | |
| wget -q https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/friends1.jpg | |
| wget -q https://paddle-qa.bj.bcebos.com/suijiaxin/PaddleX/test_face_recognition.py | |
| - name: prepare data for windows | |
| if: runner.os == 'Windows' | |
| run: | | |
| cd PaddleX | |
| # PP-ShiTuV2 | |
| curl https://paddle-model-ecology.bj.bcebos.com/paddlex/data/drink_dataset_v2.0.tar -o drink_dataset_v2.0.tar | |
| tar -xf drink_dataset_v2.0.tar | |
| curl https://paddle-qa.bj.bcebos.com/suijiaxin/PaddleX/test_PP-ShiTuV2.py -o test_PP-ShiTuV2.py | |
| # face_recognition | |
| curl https://paddle-model-ecology.bj.bcebos.com/paddlex/data/face_demo_gallery.tar -o face_demo_gallery.tar | |
| tar -xf ./face_demo_gallery.tar | |
| curl https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/friends1.jpg -o friends1.jpg | |
| curl https://paddle-qa.bj.bcebos.com/suijiaxin/PaddleX/test_face_recognition.py -o test_face_recognition.py | |
| - name: test face_recognition | |
| run: | | |
| cd PaddleX | |
| python test_face_recognition.py | |
| - name: test PP-ShiTuV2 | |
| run: | | |
| cd PaddleX | |
| python test_PP-ShiTuV2.py | |