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Hey, So Hyperstyle saves weights when executed and afterward when I tune the inversion using PTI and then use styleGAN for output. The main issue I am facing is that styleGAN loads the saved weights f…
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- https://arxiv.org/abs/2104.07661
- 2021
本論文では、事前学習したStyleGANを実際の顔画像編集タスクに使用できるようにするために不可欠な役割を果たす、StyleGANの反転問題を研究している。
この問題は、品質と効率性に対する高い要求がある。
既存の最適化ベースの手法は、高品質な結果を得ることができますが、最適化にはしばしば長い時間がかか…
e4exp updated
3 years ago
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Hi,
When I used the multi_code_inversion.py script to execute image reconstruction, I encountered the following problems:
reconstructed image->
![17_01](https://user-images.githubusercontent.com/…
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Can you provide a single image inversion guidance? I use my own dataset to train but this training code may need a latent.pt as initialization. How to get the lantent code?
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I ran the following example code provided in the readme:
```
python run_inversion.py --outdir=inversion_out \
--target media/jay.png \
--inv-steps 1000 --run-pti --pti-steps 350 \
--netwo…
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Thanks for your great work in GAN inversion.
I find a bug when I set the generator_type as stylegan.
I guess that line 69 in `derivable_generator.py` should be
`self.stylegan = get_gan_model(gan_m…
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Thank you very much for your work. I have some questions:
1、In Algorithm 1 Iterative Inversion , an equation is:
But it is not introduced in the paper, how did this E come about?
2、What is the ne…
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You do make a very meaningful job!
Recently,we are doing some works that we hope use styleGAN to transfor the existing images from complexity to Uncomplexity ,used for defect detection.
In order to …
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Hi, in derivable_generator.py, several configurations are listed. However, there is no multi-code configuration for StyleGAN. In fact, StyleGAN's design is different from pggan, where w is inserted in…
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First of all, thank you for sharing the code and dataset information related to GIAS.
I tried to reproduce inversion attack results using the script provided as a default on ImageNet dataset (Filenam…