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Face Recognition with Real-time face liveliness detection using dlibs

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Face Recognition

Machine Learning Project to recognise faces with Real time face liveliness detection.

Build with dlib's face-recognition model

face

model used

Instruction

  • Clone this repository https://github.com/arijitiiest/Face-Recognition
  • Download the models and copy to models folder
  • Download opencv classifier and copy to opencv folder
    $ pip install requirements.txt
    $ mkdir data/training_images
  • create images, image name should be person name
    $ python create_encodings.py 
    $ python webcam.py

Credits

  • Thanks to Davis King for creating dlib and for providing the trained facial feature detection and face encoding models used in this project.
  • Thanks to Adam Geitgey whose blog inspired me to make this project.
  • Thanks to Jordon Van Eetveldt for this blog post for the idea to detect liveliness of face.

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Face Recognition with Real-time face liveliness detection using dlibs

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