Facial recognition technology

I am not an electronics engineer and I need some advice on how to go about sourcing information to create a simple facial recognition system to add to an existing electro-mechanical device.

The device is a special kind of door handle currently using Bluetooth technology and a proximity sensor. I want to replace this using facial recognition i.e. a small camera and processing electronics etc that will run off 2 3.7v x 3300mAh batteries. These units must be very small to fit into the existing case.

Can anyone offer any suggestions please?

You can’t do this on the Arduino, not enough memory or processing power.

There is no such thing as a simple facial recognition system it is a very complex thing to do. I think your only hope would be a Raspberry Pi, maybe a zero, running openCV, but it is a long shot.