StyleGAN_PyTorch

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Confusion about training results

12

Hi~ thank you for converting styleGAN to its pytorch version, which is pretty meaningful. I've noticed that there are some people who can not get resonable training results. Unfortunately, i...

EliotChenKJ

Thanks for the good work. But I can't find where you implemented the progressive growing, which is one of the essential part of StyleGAN. It seems in the G_synthesis module...

zzsyjl

The Intermediate file is almost blank

4

Hi, Thanks a lot for your pytorch version code. I am training my own dataset with this model. But, the intermediate file till 80 epoch is still almost blank. since...

ilovefuju

the LeakyReLU layer after dense1

1

Hi, thanks for your reimplementation. It is so elegant. But I found that you have a LeakyReLU layer after `dense1`, which does not exist in the tensorflow implementation. https://github.com/tomguluson92/StyleGAN_PyTorch/blob/92b7a3dc7711f617994dce3c7531177cc9940e04/networks_stylegan.py#L670 https://github.com/NVlabs/stylegan/blob/66813a32aac5045fcde72751522a0c0ba963f6f2/training/networks_stylegan.py#L617...

Walstruzz

is these two parameters take the image input from that .pkl file?

Naveennavik

Some questions about `networks_stylegan.py`

4

Thanks for your reimplementation! 1. In networks_stylegan.py, line 107 `f = f[:, :, ::-1, ::-1]`, I think you should consider use `f = torch.flip(f, [2, 3])` 2. In networks_stylegan.py, line...

XiaoqiangZhou

What is `normalize` module right after latent z input?

mrgloom

Possible to run on a 1080 with 8GB? (memory error)

1

I have a DELL XPS with an nVidia 1080 w 8GB. My hope was to run StyleGAN on this rather than needing to jump to the cloud. Possible? I disable...

powerspowers

A question about the code

1

Thanks for your code！ I run the program with default parameters and images in star folder , but only the noise image is generated after 300 epochs. Is there a...

XWcode11