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Can I train the model with unaligned faces? #173

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opened 2026-01-29 21:44:55 +00:00 by claunia · 1 comment
claunia commented 2026-01-29 21:44:55 +00:00
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Originally created by @YichengWu on GitHub (Mar 15, 2022).

Based on the instruction, it says

You can try a simple version ( options/train_gfpgan_v1_simple.yml) that does not require face component landmarks.

Does it mean that I can train a model using unaligned faces without any face cropping? I guess it won't work since the styleGAN decoder requires aligned faces?

Thanks!

Originally created by @YichengWu on GitHub (Mar 15, 2022). Based on the instruction, it says > You can try a simple version ( options/train_gfpgan_v1_simple.yml) that does not require face component landmarks. Does it mean that I can train a model using unaligned faces without any face cropping? I guess it won't work since the styleGAN decoder requires aligned faces? Thanks!
claunia commented 2026-01-29 21:44:57 +00:00
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@vlordier commented on GitHub (Sep 4, 2022):

Or, you might want to look into replacing it with StyleGANv3-R decoder as it is equivariant

StyleGAN3 transformation visualizations video

@vlordier commented on GitHub (Sep 4, 2022): Or, you might want to look into replacing it with StyleGANv3-R decoder as it is equivariant [StyleGAN3 transformation visualizations video](https://www.youtube.com/watch?v=SzVf1WHHrR4)
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Reference: TencentARC/GFPGAN#173
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