How I Created a Face Mask Detector using JavaScript

How I Created a Face Mask Detector using JavaScript

Guide to create with TensorFlow .How I Created a Face Mask Detector using JavaScript

Right now it is very important to wear facemasks, oftentimes we don’t really know if we are wearing our masks correctly. It is really important to make sure that the masks cover our mouths, chins, and noses completely.

I spent on this project in order to make the face mask detection accurate to perfectly identify who has wear mask properly and who hasn’t. I have used Tensorflow in this project to build it with sample image set.

Features

  • integrated WHO: how to use masks guide
  • recognizes: mask on (107 sample images)
  • recognizes: no mask (100 sample images)
  • recognizes: nose visible (127 sample images)

Dataset

Correct: mask on (107 sample images)

Wrong: no mask (100 sample images)

Wrong: nose visible (127 sample images)

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