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DL based Face recognition model

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I am trying to develop an algorithm for face identification and that too distinguish between a real face and that in a photo/video. Exactly like the one on the biometric security devices. Can you guys guide me? I am fairly new to the world of CNNs and have working knowledge on ResNet and Inception models.

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