How was the quality of the generations maintained

foivospar / Arc2Face

[ECCV 2024 Oral🔥] Arc2Face: A Foundation Model for ID-Consistent Human Faces

https://arc2face.github.io/

MIT License

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How was the quality of the generations maintained #14

Open trideeprath opened 5 months ago

trideeprath commented 5 months ago

Given that the quality of output for portrait kind of images are not that great of stable diffusion 1.5, how does this model result into good realistic portrait quality ?

foivospar commented 5 months ago

Hi, we fine-tune SD v1.5 on WebFace42M (restored), FFHQ and CelebA-HQ. WebFace enables Arc2Face to produce highly consistent IDs (thanks to its large number of IDs and images), while FFHQ and CelebA-HQ improve the quality without forgetting the ID prior from WebFace.