I built a face mask detector in real time with TensorFlow and Raspberry Pi to tell if a person wears a face mask and what type of mask they wear.

I decided to train the model with 4 classes (types of face masks): homemade cloth covers, surgical mask, n95 mask and no mask.
The corresponding labels are:

  • homemade

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