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The present work focuses on solving the problem of face detection and recognition. Face detection seeks to find the location and size of the faces presented in an arbitrary image, on the other hand, face detection seeks to determine the identity of the people present. For this purpose, a biometric-based person recognition system will be built which uses the depth information of the face as a biometric pattern.