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garhvitasethi/facemask-detection

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Garhvita Sethi

The web app takes an image of a person as input and returns whether the person is wearing a mask or not.

Requirements

  1. Python
  2. Numpy
  3. Tensorflow
  4. OpenCV-Python

Input Interface

Interface

Input - Without Mask

Input

Output - Without Mask

Output

Input - With Mask

Input

Output - With Mask

Output

Flowchart

Flowchart

Novelty

  1. Detecting face mask using an image, can also be extended to detect it in a video stream
  2. Detecting if many people in a crowd are wearing masks or not
  3. Confidence is calcuated (probability associated with the detection) and threshold can be customized to filter out weak detections

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