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Face-Mask-Detector

Face Mask Detection using OpenCV and TensroflowJS on client side.

  • Trained face mask detecction Model in Keras Tensorflow ( Python ) and then converted that model to a form that can be used by Tensorflow JS.

  • For model training , did fine-tuning on pre-trained network on ImageNet.(using MobileNetV2 in Keras).

  • Used OpenCV (haarcascade) in Javascript to detect faces in realtime and then used TensorflowJS for predicting the masks on faces using the trained model.

  • Everything is happening on client side.

  • Starter Project to use ML/DL in browsers on client side.