Disarm alarm panel with face authentication

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1

The goal of this project is to disarm my alarm panel with 2FA, requiring a pin code and that the users face be recognised and authenticated. The only requirements I have are that I want to deploy on hassio, and ensure that authentication takes no longer than 2 seconds.

For recognising the face I will use either the dlib component (not yet tested on hassio) or my own solution using Facebox. I see this being quite a straightforward and obvious project, but am surprised that I can’t find a post by anyone else who has done it. Therefore before I invest the time to do it I want to check if anyone else has done this already, and/or has suggestions on issues related to its implementation?

This project takes inspiration from the following post:

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would be very interested to try this if you ever get it working.

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would love to hear what your final solution was for this? I’m just trying your facebox implementation from hackster.io out, but wonder if it will be fast enough. I wonder if anyone has built a nice UI with the camera feed and home alarm panel popping up and confirming that the face has been recognised.