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A newer version of the Gradio SDK is available: 5.9.0

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Automated Testing

Running tests locally

Additional requirements for running tests:

pip install pytest
pip install websocket-client==1.6.1
opencv-python==4.6.0.66
scikit-image==0.21.0

Run inference tests:

pytest tests/inference

Quality regression test

Compares images in 2 directories to ensure they are the same

  1. Run an inference test to save a directory of "ground truth" images
    pytest tests/inference --output_dir tests/inference/baseline
  1. Make code edits

  2. Run inference and quality comparison tests

pytest