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frld's Introduction

Face Recognition and Liveness Detection Module with API

  • RetinaNet is Used for Face Detection Backbone
  • ArcFace Obtain Highly Discriminative Features for Face Recognition
  • Liveness Detection Utilize Eye Blink Counter and Head Position Detection

Following Application is Available:

  • Tkinter Windows App ./face_module/main-tk-app.py
  • Flask Web App ./app.py

Postman API Call


request ('/face' PostAPI):

  • under 5MB .mp4 video file
  • valid national code

response ('/face' PostAPI):

  • code: 20
    • Liveness and Verification Passed
  • code: 41
    • Verification Failed
  • code: 42
    • Liveness Failed
  • code: 40
    • Unknown Failure in Face Module

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Contributors

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