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face_recognition

Face recognition and occlusion identification.


Goal of this project was to observe how occlusions and different emotional expressions impact face recognition process using Python language.

Source of face photos was Yale Faces database: http://cvc.cs.yale.edu/cvc/projects/yalefaces/yalefaces.html

Firstly, faces without occlusion were introduced:

subject01.jpeg

Then, faces with different occlusions (glasses, lightning, face expression etc.).

subject01.leftlight.jpeg

subject01.cover5.jpeg

subject01.glasses.gif.jpeg

Success rate was above 90%.

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