Anime BigGAN Toy
Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!
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Free V100 GPU For Model Test
You can download the pretrained model of PaddlePaddle for local play from Anime BigGAN Pretrained Models As A Dataset or Google Drive which just contain the Generator Parameters.
File Samples.ipynb is a backup of this project's notebook.
My QQ Group: 1044867291
My Discord: https://discord.gg/YwWcAS47qb
Play in colab
Steps to convert model to TFHub, PyTorch and PaddlePaddle
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- If you want to play the TFHub model, come here.
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- If you want to play the PyTorch model, come here.
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- If you want to play the PaddlePaddle model, come here.
- Wish you can have fun and find out more interesting ways to play it.
**Update 2020-10-25: Add truncnorm. Add a fast way to play the source tf pretrained model.
**Update 2022-05-22: Add colab for directly converting tf model to pytorch.
TODO
- Test code release.
- Make my AI Studio project public.
- Publish the colab notebook of model converting from TF to PaddlePaddle and PyTorch.
- Publish a gradio demo on HuggingFace Spaces.
- Update PaddlePaddle version to 2.3.
References
Models converted from Shawwn's training [1] and Gwern's release [2]. 2D character picture (HatsuneMiku) is licensed under CC BY-NC by piapro [3].
- [1] Shawwn, The model is trained based on his fork of google's 'compare_gan', https://github.com/shawwn/compare_gan/
- [2] Gwern, "A prototype anime BigGAN 256px trained on Danbooru2019+e621 for 600k iterations is now available for download", https://www.gwern.net/Faces#danbooru2019e621-256px-biggan
- [3] "For Creators", http://piapro.net/en_for_creators.html