|about 1 year ago||about 1 month ago|
|MIT License||MIT License|
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[D] Is the GAN architecture currently old-fashioned?
3 projects | /r/MachineLearning | 16 Oct 2022
If you are looking for more traditional noise -> xxx GANs, go for https://github.com/autonomousvision/projected_gan/. Another recent work is https://github.com/nupurkmr9/vision-aided-gan.
Anime2Sketch: A sketch extractor for illustration, anime art, manga
4 projects | news.ycombinator.com | 6 May 2021
What are some alternatives?
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
UGATIT - Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
GANime - A deep learning program that automatically generates colorized anime characters based on sketch drawings.
anime-face-detector - Anime Face Detector using mmdet and mmpose
clean-fid - PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
StyleSwin - [CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation
pytorch-pretrained-BigGAN - 🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
PromptGallery-stable-diffusion-webui - A prompt cookbook worked as stable-diffusion-webui extenstions.
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
contrastive-unpaired-translation - Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
projected-gan - [NeurIPS'21] Projected GANs Converge Faster