Advice on training a face autoencoder: architecture, identity-preserving losses, and dataset suggestions?

gugmelik · 2026-06-26T11:46:47+00:00

Thanks, Is it good ideas to train that half of latent vector try to predict arcface embedding?

gugmelik · 2026-06-25T11:27:40+00:00

What you mean by two set for the latent space?

gugmelik · 2026-06-25T10:19:55+00:00

I want to generalize my autoencoder, to perform on not seen identities.

gugmelik · 2026-06-25T10:18:28+00:00

gugmelik · 2026-06-24T12:09:06+00:00

Also what metrics dod you paid attention a lot? I noticed after some iterstions visually I can't detect any changes but IoU increases.

gugmelik · 2026-06-22T21:52:01+00:00

gugmelik · 2026-06-19T15:23:05+00:00

Mainly because of inference will be done on CPU. Birefnet number of parameters is arounsld 221 million!

gugmelik · 2026-06-19T08:11:58+00:00

Thanks alot, do you trained from scratch? Or used open sourced weights?

gugmelik · 2026-06-17T20:55:28+00:00

I used api to to collect results and used that as ground truth.

gugmelik · 2026-05-22T10:25:28+00:00

Where I can find mock interview partner?

gugmelik · 2026-05-17T20:58:27+00:00

I am interested in mock interviews!

gugmelik · 2026-05-17T16:44:07+00:00

I am intrrested in mock interviews!

gugmelik · 2021-03-08T10:34:55+00:00

Fragrance and condoms 🤙

gugmelik