How to create an application that can detect real human face and distinguish fake picture/video (attack)?

Hello, I want to build an application that can make payments.

The idea is that the merchant and user both should have an account, the merchant can receive payment from the user (after any purchase) just by scanning users face and then matching account opens and user can enter his PIN and complete the transaction.

My problem is how to make sure the user is a real person and not a spoof( picture/video/mask). Could anyone here help me. Its for my final semester project.

Thank you in advance.

Mod Note: This question has been created on behalf of #-Link-Snipped-# aka Sarath P. 

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  • Kaustubh Katdare

    Kaustubh Katdare

    @thebigk • Aug 2, 2018

    #-Link-Snipped-# - You should look at <a href="https://aws.amazon.com/rekognition/" target="_blank" rel="noopener noreferrer">Machine Learning Image and Video Analysis - Amazon Rekognition - Amazon Web Services</a> service to achieve what you're trying to do. 

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