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Tensorflow Keras and OpenCV to train neural network and detect mask or not with a live camera

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dfollereau/deep-learning-facemask

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deep-learning-facemask

Covid-19 Deep Learning App
Tensorflow Keras and OpenCV to train neural network and detect mask or not with a live camera

Repo contains two parts:

  • train and create the model file to be used later
  • live webcam camera to detect a face and give confidence factor if a mask is there or not

All has been running successfully on MacOS Monterey with Apple M1 (GPU used OK)

face mask detector training accuracy/loss curves demonstrate high accuracy and little signs of overfitting on the data alt Demos

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Tensorflow Keras and OpenCV to train neural network and detect mask or not with a live camera

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