highcwu / anime_biggan_toy Goto Github PK

I noticed that the pic can only be changed by shape or color during interpolation, controlled by levels.
If it's possible, is there any definition of these levels (e.g. z11; z32; z42...)
Thank you so much!

example code in sample.ipynb:
std_gen_interpolate(8, seed=2333, out_path='data/std_inter1', levels="z11;z12")
std_gen_interpolate(8, seed=2333, out_path='data/std_inter2', levels="z21;z22")
std_gen_interpolate(8, seed=2333, out_path='data/std_inter3', levels="z31;z32")
std_gen_interpolate(8, seed=2333, out_path='data/std_inter4', levels="z41;z42")
std_gen_interpolate(8, seed=2333, out_path='data/std_inter5', levels="z51;z52")
std_gen_interpolate(8, seed=2333, out_path='data/std_inter6', levels="z61;z62")

I've been eyeing the BigGAN anime model for a while but I don't have the know-how to get it work to generate images, so thanks so much for making it work! (if only BigGAN isn't computationally expensive and complex to train and make it work 😢)

Anyway so in BigGAN there is something called a truncation trick that is also in StyleGAN, where I could possibly change the truncation value in the code?

For reference I am using this: https://colab.research.google.com/github/HighCWu/anime_biggan_toy/blob/main/colab/Play_Anime_BigGAN.ipynb

项目超赞，已星！！本地运行需要的requirement都是啥呢，是不是要安装一个paddlepaddle 1.8.4环境之类的？
如果可以的话，我打算试试做一期视频介绍一下~

Correct me if I'm wrong but the model was trained on 1000 classes, is there a way to generate images by class number?
Like I want to generate images for 500th class for example, is there a lookup what anime character for the 500th class?

I know this one has it: https://www.gwern.net/Faces#constructing-d1k but that was trained on a different model and dataset (Danbooru2018-1K Dataset) so it is safe to say the classes are still the same on this one (DANBOORU2019+E621) ?