- nvlabs.github.io stylegan3/The resulting networks match the FID of StyleGAN2 but differ dramatically in their internal representations, and they are fully equivariant to translation and rotation...
- medium.com @arijzouaoui/stylegan-explained-…In this first article, we are going to explain StyleGAN’s building blocks and discuss the key points of its success as well as its limitations.
- github.com NVlabs/styleganA minimal example of using a pre-trained StyleGAN generator is given in pretrained_example.py.
- en.wikipedia.org StyleGANAn image generated using StyleGAN that looks like a portrait of a young woman. This image was generated by an artificial neural network based on an analysis of a large...
- nn.labml.ai gan/stylegan/index.htmlThis is a PyTorch implementation of the paper Analyzing and Improving the Image Quality of StyleGAN which introduces StyleGAN 2...
- serp.ai stylegan/Unlike traditional GANs, StyleGAN uses an alternative generator architecture that borrows from the style transfer literature.
- viso.ai deep-learning/stylegan/NVIDIA in 2018 came out with a breakthrough Model- StyleGAN, which amazed the world for its ability to generate ultra-realistic and high-quality images.
- keras.io examples/generative/stylegan/You can try to train this StyleGAN to resolutions above 128x128 with the CelebA HQ dataset.
- blog.paperspace.com understanding-stylegan/In this article, we go through the StyleGAN paper, which is based on ProGAN (They have the same discriminator architecture and different generator architecture).
- dev.appsilon.com stylegan-3-image-manipulation/Even though the method turned out to be a large success, NVIDIA researchers still found StyleGANs 2 models to be insufficient and worth further improvements.