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cavalleria / cavaface

face recognition training project(pytorch)
MIT License
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RGB Image or Gray Scale Image #40

Closed FeiMiBa closed 3 years ago

FeiMiBa commented 3 years ago

Thanks for your great work!

Did you train/test all these on RGB images? I have a task to train/test on gray scale images, do you think i will suffer from performance degradation in case I train from scratch with all your default settings? Any suggestions? Thank you!

cavalleria commented 3 years ago

Yes, all images are rgb. I think the performance will degrade if you train with gray image.

xsacha commented 3 years ago

Probably change the input channels to 1 so you at least get a performance improvement in using grayscale, if that is your requirement.

FeiMiBa commented 3 years ago

Yes, all images are rgb. I think the performance will degrade if you train with gray image.

Have you cleaned the ms1m-retinaface dataset, or you just used it anyway?

cavalleria commented 3 years ago

Yes, all images are rgb. I think the performance will degrade if you train with gray image.

Have you cleaned the ms1m-retinaface dataset, or you just used it anyway?

yes. slightly cleaned

FeiMiBa commented 3 years ago

Yes, all images are rgb. I think the performance will degrade if you train with gray image.

Have you cleaned the ms1m-retinaface dataset, or you just used it anyway?

yes. slightly cleaned

Awesome, thank you!