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Qengineering / Face-Recognition-with-Mask-Jetson-Nano

Recognize 2000+ faces on your Jetson Nano with additional mask detection, auto-fill and anti-spoofing
https://qengineering.eu/deep-learning-examples-on-raspberry-32-64-os.html
BSD 3-Clause "New" or "Revised" License
35 stars 6 forks source link

How to deal with 3800 face records #3

Closed rsingh2083 closed 3 years ago

rsingh2083 commented 3 years ago

Sir my college has approx 3800 students and some 500 in staff. Will nano be able to handle this much load or shall we test on Jetson Xavier. Or if you can then please suggest an alternative hardware as we are not in college premise right now, but after two months we would like to demo this at our college by being well prepared in advance.

Qengineering commented 3 years ago

Two points. The limit on the number of recognizable faces comes down to the arcface deep learning model. They claim that 3800 faces are no problem, but I've never tested it. No need here for expensive hardware.

Within a week or so, I will publish a new face mask detection app, working with TensorFlow Lite. It will be capable of detecting black or colored masks also.