face recognition model

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Hello guys , how are u all ? So i'm a beginner with computer vision but i have a project in SWE course this term it's basically an E-commerce website so i wanted to make a face recognition model as a log in feature so i've decided to use a pretrained model like arcface cause my training data is very limited maybe like a 100 image at most and i'll try to use data augmentation techniques to increase to 800 maybe ..... so the workflow is :

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