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Squats detector with OpenCV and Tensorflow

This repo stores component for squats detection and counting

There are 3 parts:

  • Application (rasp) to be run on Raspberry Pi. Takes shots from camera, extracts masks, classifed the masks, decides was it squat or not.

    App intstructions

  • Pretrain - a GUI app to annotate (manually classify the pictures)

    Labeling instructions

  • Neural network - an app to train a CNN on the pictures

    Train CNN instructions

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Squats detector with OpenCV and Tensorflow

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