omertov / encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766
MIT License
934 stars 154 forks source link

Can I use my own pretrained StyleGAN2-ADA? #95

Open hamediut opened 1 year ago

hamediut commented 1 year ago

I have trained a StyleGAN2-ADA generator on my own images and now trying different inversion methods. My first question after reading your paper is if I can use my pretrained G and implement your code to train an encoder or if should I retrain a StyleGAN2 using psp framework. I have trained my Generator using [https://github.com/NVlabs/stylegan3]. but for StyleGAN2-ADA not for version 3.

As far as I understood, your work is based on psp which maps Z into W+ in contrast to the original StyleGAN2 which is on W space. So I suppose I need to train a psp first on my image and then use the trained G and follow your method.

Would be great if you can clarify this for me. Thank you very much in advance for your help.

Yvonne5531773 commented 1 year ago

I have trained a StyleGAN2-ADA generator on my own images and now trying different inversion methods. My first question after reading your paper is if I can use my pretrained G and implement your code to train an encoder or if should I retrain a StyleGAN2 using psp framework. I have trained my Generator using [https://github.com/NVlabs/stylegan3]. but for StyleGAN2-ADA not for version 3.

As far as I understood, your work is based on psp which maps Z into W+ in contrast to the original StyleGAN2 which is on W space. So I suppose I need to train a psp first on my image and then use the trained G and follow your method.

Would be great if you can clarify this for me. Thank you very much in advance for your help.

May I know if you have any progress in your research? I’m facing a similar situation and hope to seek your assistance.