justinpinkney / awesome-pretrained-stylegan2

A collection of pre-trained StyleGAN 2 models to download
1.26k stars 108 forks source link

[Noob question] What is the difference between config-f and config-e ? #31

Closed ucalyptus2 closed 3 years ago

Qualeafclover commented 3 years ago

The differences are basically

E: Add noise inputs F: Mixing regularization

For more info, you can find it in the stylegan paper NVIDIA published. https://arxiv.org/pdf/1812.04948.pdf

Note that there are 2 more papers for the improvement of stylegan. https://arxiv.org/pdf/1912.04958.pdf https://arxiv.org/pdf/2006.06676.pdf

justinpinkney commented 3 years ago

Thanks for the input @Qualeafclover but the E and F you mention there are from the original StyleGAN paper. In StyleGAN2 the difference between E and F is just that F is a larger model. It has double the number of channels at the higher resolution layers. See this table in the StyleGAN2 paper:

image

ucalyptus2 commented 3 years ago

Thanks @justinpinkney