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PeterouZh / CIPS-3D

3D-aware GANs based on NeRF (arXiv).
MIT License
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How can I get an image resolution greater than 256? #14

Closed gofixyourself closed 2 years ago

gofixyourself commented 2 years ago

Hi! You did a great job, thanks for such a great paper and promptly published CIPS-3D code.

I've already gotten good results with your pipeline, but for images with resolution 64x64. Now I'm waiting the results of generating images with a resolution of 128x128. And I will further train for higher resolution images.

I understand correctly, in order to get 512x512 images, I need to convert the original FFHQ dataset once again through your script dataset_tool.py, but specifying the resize for 512 in it? And after I need to run training pipeline with lower values for generator learning rate and discriminator learning rate?

Thanks!

PeterouZh commented 2 years ago

Yes, the pipeline is right. Some hyperparameters may also need to be adjusted.

shoutOutYangJie commented 2 years ago

@gofixyourself DO you get the results of 512x512? how does it performance?

shoutOutYangJie commented 2 years ago

Yes, the pipeline is right. Some hyperparameters may also need to be adjusted.

Can you share the command line about how to train 256x256?

PeterouZh commented 2 years ago

Yes, the pipeline is right. Some hyperparameters may also need to be adjusted.

Can you share the command line about how to train 256x256?

Please refer to exp/cips3d/bash/ffhq_exp.