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HW 5 Make up transfer

Written By KYLiN

Code

Here is the hw5 code using beautyGAN : here

GAN:

  1. BeautyGAN
  2. LADN
  3. PSGAN

Youtube

GAN : https://www.youtube.com/watch?v=_pIMdDWK5sc

Model

CPM

Github : https://github.com/VinAIResearch/CPM

PSGAN

Github : https://github.com/wtjiang98/PSGAN?tab=readme-ov-file Website : https://zhuanlan.zhihu.com/p/136648215

segmentation_models_pytorch

CSDN : https://blog.csdn.net/oJiWuXuan/article/details/119541003

StarGAN

Github : https://github.com/yunjey/stargan?tab=readme-ov-file Github v2: https://github.com/clovaai/stargan-v2

CSDN : https://github.com/yunjey/stargan?tab=readme-ov-file

Pytorch lightning

Website : https://lightning.ai/docs/pytorch/stable/ Other Website : https://zhuanlan.zhihu.com/p/353985363

Try Using the PSGAN (re-implements)

re-implements using the pytorch-lightning and segment models pytorch

try all use pytorch-lightning

  1. Data Loader
  2. Generator, Discriminator
  3. GAN Using pytorch-lightning

New Pix2Pix

GitHub : https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix

News CycleGAN

What is CycleGAN : https://www.youtube.com/watch?v=-8hfnlxEPn4

ZhiHu : https://zhuanlan.zhihu.com/p/402819206 ZhiHu 2: https://zhuanlan.zhihu.com/p/514551618 GitHub : https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix GitHub : https://github.com/aitorzip/PyTorch-CycleGAN

Paper walk youtube : https://www.youtube.com/watch?v=5jziBapziYE&list=TLPQMjAwNTIwMjQF3S3SlF650g&index=3

Implementation in youtube : https://www.youtube.com/watch?v=4LktBHGCNfw&list=TLPQMjAwNTIwMjQF3S3SlF650g&index=4

BeautyGAN

Github : https://github.com/wtjiang98/BeautyGAN_pytorch

UNet

Youtube : https://www.youtube.com/watch?v=NhdzGfB1q74&list=TLPQMjAwNTIwMjQF3S3SlF650g&index=2