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Model Classifies all brown or dark people as spoof #26

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imr555 opened this issue Oct 18, 2021 · 1 comment
Open

Model Classifies all brown or dark people as spoof #26

imr555 opened this issue Oct 18, 2021 · 1 comment

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@imr555
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imr555 commented Oct 18, 2021

I tested your model in real life against real and spoofed photos and videos of me and some of my friends.

The amount of false negatives for real(predicting spoof where it should predict real) was quite astonishing.

This might be because CelebA-Spoof dataset is biased towards white people in general or the model is a bit weak to focus on actual cues. A pattern based model might fair better against people of other ethnicity
@imr555 imr555 changed the title Model Classifies all brown or dark people as spoof. Model Classifies all brown or dark people as spoof Oct 18, 2021
@KananVyas
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is there any spoofed dataset for Indian/Brown Faces?

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@imr555 @KananVyas