I solve the project in two ways:

1- i had use a tool for recognizing faces called Tech able machine, i train it with two people. The first one is a celebrity actor called Ben Afflek with around 14 images, and the second data for my brother Mohammed with around 18 images.

the algorithm produced an high accurate result. For the prediction i tried it with uploaded image and with webcam option. The result i recorded in the youtube link below.

2- i build the project with jupyter notebook working on the same data but i have some issues on applying the model, in the Github link.

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