Some expirements on face recognition
5 celebrity dataset was taken from here
Face recognition can be devided in three steps:
- locate face
- ectract vector from face image
- compare vector with precomputed vectors
For the first step comparison of two face detection models faced and mtcnn were made.
Later I found a great library facenet-pytorch and used it for experiments.
Comparison of vectors were first made by cosine similarity and then with SVM model.