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face-mask's Introduction

face-mask

Wear face masks in the given picture.

Install

Install by pip:

pip install face-mask

Or install locally (cd project root directory first):

python3 setup.py install

Usage

Specify face picture path and then auto save to face with mask picture path (whose name with "-with-mask" suffix).

face-mask /path/to/face/picture

If you want to see the new picture with default viewer, please specify --show option.

face-mask /path/to/face/picture --show

If you want to wear different mask to face, then specify one of the options below:

  • --black for black mask
  • --blue for blue mask
  • --red for red mask

For instance:

face-mask /path/to/face/picture --blue

In addition, you can specify different detection models by --model option:

  • hog is less accurate but faster on CPUs.
  • cnn is a more accurate deep-learning model which is GPU/CUDA accelerated (if available).
face-mask /path/to/face/picture --model cnn

Effects

One person wears a mask

Many persons wear masks

Comic persons wear masks

Attention: Face recognition for comic face is not accurate enough.

face-mask's People

Contributors

prodesire avatar mrlyc avatar

Watchers

James Cloos avatar

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