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xjw00654 avatar xjw00654 commented on July 24, 2024

this model is training when you do inference. If you want to get an idea result (maybe not such style), you need to train stylegan or stlegan2 with your dataset and replace pretrianed FFHQ model with your model.

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0xinit avatar 0xinit commented on July 24, 2024

Hi @xjw00654 , yeah I understand that I may need to train stylegan. But what do you mean by "training when we do inference?"

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xjw00654 avatar xjw00654 commented on July 24, 2024

Hi @Gauravajariwal11. PULSE fixed the parameters of StygleGAN's generator but make the noise and the latent code the trainable variables. The "inference" phase is actually the "training" phase of the noise and latent code.

This solution is much like what stylegan2 does in projecting image to latent code

Maybe, I have some understanding mistakes : )

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0xinit avatar 0xinit commented on July 24, 2024

@xjw00654 okay yeah. I think I understand now what you mean. Thanks a lot.
I am just trying to train a dataset on pulse, and couldn't understand where the training code is.

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James0329 avatar James0329 commented on July 24, 2024

hey buddy .
I got same problem.
the pretrained model basicly from white/euro people.
I put a Asian into realpics, output a European.
Its too weird.
the result not work on other human race.
Need a way to train our own datasets.

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