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Python GUI for deploying and running AI models on Kneron NPU devices, focused on photo image processing. Includes three quantized test models: photo quality scorer, photo decluttering, and image classifier.

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Edge-AI-Playground

prerequisites

  • install python 3.12

  • install kneron plus 3.0.0

cd ./external/kneron_plus_3.0.0/package/{platform}/
pip install KneronPLUS-3.0.0-py3-none-any.whl
# if the above command doesn't work
pip install --force-reinstall KneronPLUS-3.0.0-py3-none-any.whl
  • PyQT5
pip install PyQt5
  • other packages
pip install opencv-python

test run the app

cd ./src/demogui
python main.py

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Python GUI for deploying and running AI models on Kneron NPU devices, focused on photo image processing. Includes three quantized test models: photo quality scorer, photo decluttering, and image classifier.

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