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richmondu / libfaceid

libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.
MIT License
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does the FaceID recognize me with or without glasses ? #6

Closed brt-dp-rao closed 5 years ago

brt-dp-rao commented 5 years ago

1) does the FaceID recognize me with or without glasses ? 2) will it differentiate Natural / Real Human Face / Artificial face ?

richmondu commented 5 years ago

  1. Yes, but fails sometimes. Yesterday 2 persons with eyeglasses tested. I think it was Thuisita and Govind. It did fail when Thuisita removed his glasses but was successful when Govind tested removing his glasses. Needs more testing and try out other models. For some uses-cases, I think user should register photo with and without glasses if possible.

  2. Yes, i have provided Face Liveness Detection models for anti-spoofing detection. Spoofing attacks can be photo-based, video-based and 3dmask-based. Currently there are 2 models provided: 1 for detecting eye blinking and mouth opening, and another for colorspace histogram concatenation. Yesterday, Govind tested the demo with a photo from his cellphone and the demo successfully detected it was fake.