Gan Inversion or Embeddding using StyleGanv1
The related paper:
Abdal, Rameen, Yipeng Qin, and Peter Wonka. (KAUST) "Image2stylegan: How to embed images into the stylegan latent space?." ICCV. 2019.
Based on https://github.com/Jerry2398/Image2StyleGAN-and-Image2StyleGAN- which is again based on https://github.com/zaidbhat1234/Image2StyleGAN (A inter project under Prof. Wonka, who is the original authors) Note that no offical code avaialble from the authors.
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clone the respository
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download the weight file from
https://drive.google.com/drive/folders/1Zo5MV8DMzO_fn3gOMzrUvBxF7oKlN6dN
- python main.py
It will load the StyleGan network and generate (pseudo) mean_W and reaptibility test. Then, it will test mrophing and demopring. also Style transfer test is done.