StyleGAN 계보

StyleGAN 계보

 

https://nvlabs.github.io/stylegan2/versions.html

StyleGAN versions

 

StyleGAN3 (2021)

• Project page: https://nvlabs.github.io/stylegan3
• ArXiv: https://arxiv.org/abs/2106.12423
• PyTorch implementation: https://github.com/NVlabs/stylegan3

StyleGAN2-ADA (2020)

• ArXiv: https://arxiv.org/abs/2006.06676
• PyTorch implementation: https://github.com/NVlabs/stylegan2-ada-pytorch
• TensorFlow implementation: https://github.com/NVlabs/stylegan2-ada
• MetFaces dataset: https://github.com/NVlabs/metfaces-dataset

StyleGAN2 (2019)

• ArXiv: https://arxiv.org/abs/1912.04958
• Video: https://youtu.be/c-NJtV9Jvp0
• TensorFlow implementation: https://github.com/NVlabs/stylegan2

StyleGAN (2018)

• ArXiv: https://arxiv.org/abs/1812.04948
• Video: https://youtu.be/kSLJriaOumA
• TensorFlow implementation: https://github.com/NVlabs/stylegan
• FFHQ dataset: https://github.com/NVlabs/ffhq-dataset

Progressive GAN (2017)

• ArXiv: https://arxiv.org/abs/1710.10196
• Video: https://youtu.be/G06dEcZ-QTg
• TensorFlow implementation:
  https://github.com/tkarras/progressive_growing_of_gans
• Theano implementation:
  https://github.com/tkarras/progressive_growing_of_gans/tree/original-theano-version
• CelebA-HQ dataset:
  https://github.com/tkarras/progressive_growing_of_gans#preparing-datasets-for-training