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JanFschr avatar JanFschr commented on June 3, 2024

were you able to achive this and use the model in styleclip or something else?

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johndpope avatar johndpope commented on June 3, 2024

here is result - I lose something...
out-c783468d493236b5e34d658635f8a276a3fef5f4

the problem is this line
tmp['G_ema'] = old_G.eval().requires_grad_(False).cpu()

https://reposhub.com/python/deep-learning/NVlabs-stylegan2-ada-pytorch.html

The pickle contains three networks. 'G' and 'D' are instantaneous snapshots taken during training, and 'G_ema' represents a moving average of the generator weights over several training steps. The networks are regular instances of torch.nn.Module, with all of their parameters and buffers placed on the CPU at import and gradient computation disabled by default.

until this can be baked from PTI - non sure this is feasible.

UPDATE -
I think my code is using the wrong generator - e4e.
I'll have another crack later on.

UPDATE 2 - using the embeddings spat out - I successfully run
python optimization/run_optimization.py --latent_path='/home/jp/Documents/gitWorkspace/PTI/embeddings/barcelona/PTI/personal_image/0.pt'

a person with purple hair.
00280

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chwshuang avatar chwshuang commented on June 3, 2024

https://www.youtube.com/watch?v=viWiOC1Mikw

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