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Face Mask Detection

Detect faces and determine whether they are wearing mask.

Firstly, I hope the people in the world defeat COVID as soon as possible. Stay strong!!

To help the government and regulatory organizations manage the people's compliance with wearing masks. I built a model to recognize people wearing mask or not.

☑ Pytorch

☑ OpenCV dnn

The Resnet 50 Architecture provided by Pytorch was used in this project.

  • Accuracy:

  • Test:

The model can recognize the object covering in front of your face, and not consider it as a mask. While other facemask models I found on Github often misidentify 😃.

Demo:

demo