项目作者: kikirizki

项目描述 :
Deep learning based face recognition, face detection, emotion recognition
高级语言: Python
项目地址: git://github.com/kikirizki/face_analizer.git
创建时间: 2020-05-19T06:01:18Z
项目社区:https://github.com/kikirizki/face_analizer

开源协议:

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Face Analizer

Deep learning based face recognition, face detection, emotion recognition

When we think about some particular person, very often we imagines his or her face, smile and different unique facial features.
We know how to recognize the person by it’s face, understand his emotions, estimate his age, almost with 100% certainly tell his gender.
Human vision system can do these and many other things with faces very easily.
Can we do the same with modern artificial intelligence alghorithms, in particular, deep neural networks?

Requirements :

  • PyTorch 1.x
  • Flask
  • OpenCV

Todos :

  • Face detection
  • Emotion recognition
  • Gender classification
  • Age prediction
  • Onnx support
  • Network pruning
  • Half precision
  • web-based GUI