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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

Face Recognition that wearing mask #8

Closed MyraBaba closed 2 years ago

MyraBaba commented 3 years ago

Hi,

I really appreciate your work and great responsiveness of the issues.

Did you make any test that can we recognize people with mask ? I mean I have both phot in the DB bot maske and normal.

Can system recognize me with mask ? is there any tested accuracy ? Or we need a new model to recognize people wearing mask

Qengineering commented 3 years ago

Dear @MyraBaba,

It is not possible the recognize people when they wearing a face mask. Or for that matter, dark sunglasses. You need to have at least five landmarks to get a reasonable accurate recognition. Missing two (the mouth corners and/or nose in case of a mask, or two eye locations) is too much to ask for the network. That's why we give a alarm in case of a mask.

MyraBaba commented 3 years ago

Hi,

I succeed if I have two photos of the person one is masked one is normal in database like person#1.jpg and person#2.jpg. Network successfully recognize the person in front of the camera with mask or without mask.

Looks working.

Qengineering commented 3 years ago

Glad to hear! Please let me know if you succeed with 100+ faces with mask. That would be really great.