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Training with different facesets

Posted: Wed May 10, 2023 3:52 am
by jode

Sometimes when training, frontal faces train faster than profile faces. In preview profiles are more blurry than frontal ones. I've made new faceset from those hard training profile faces to train only them more to catch up frontal faces. Does this harm model anyway?


Re: Training with different facesets

Posted: Wed May 10, 2023 4:47 pm
by torzdf

I would leave some frontal faces in.

Most datasets will have a bias towards front facing faces, which is why these train faster. Having more difficult angles in your training set will definitely help though.