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awesome-gans

Latest resources on Generative Adversarial Networks
https://github.com/mayankgrwl97/awesome-gans

Last synced: 2 days ago
JSON representation

  • [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/mayankgrwl97/awesome-gans) GANs

    • Tutorials and Blogs

    • Courses

    • GAN Inversion: Inverting Real Faces to Latent Code (Image2StyleGAN types)

    • Interpretability

    • Image to Image (Pix2Pix and CycleGAN types)

    • Other Applications

    • Training GANs with Limited Data

      • X - ada)] [[PDF](https://nvlabs-fi-cdn.nvidia.com/stylegan2-ada/ada-paper.pdf)] [[Unofficial Video](https://youtu.be/EnUDHQ98C9A)]
      • X

    • GAN Architectures (StyleGAN, ProgressiveGAN types)

      • X
      • X
      • X
      • - pytorch](https://github.com/lucidrains/stylegan2-pytorch)
      • X - Perceptual Path Length]

    • Disentanglement of Variation Factors in Generative Models

    • Improving GANs

    • Quantitative Analysis

    • Conference Workshops

    • GAN Editing

Programming Languages
Python 4 Jupyter Notebook 2 CSS 1 JavaScript 1
Categories
[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/mayankgrwl97/awesome-gans) GANs 134
Sub Categories
Tutorials and Blogs 48 GAN Inversion: Inverting Real Faces to Latent Code (Image2StyleGAN types) 19 Image to Image (Pix2Pix and CycleGAN types) 15 Other Applications 10 Courses 8 Interpretability 8 Disentanglement of Variation Factors in Generative Models 6 GAN Architectures (StyleGAN, ProgressiveGAN types) 6 Quantitative Analysis 5 Conference Workshops 3 GAN Editing 3 Training GANs with Limited Data 2 Improving GANs 1
Keywords
gan 3 generative-adversarial-network 1 deep-learning 1 computer-vision 1 image-translation 1 image-generation 1 face-manipulation 1 face-editing 1 cvpr2020 1 stylegan2 1 pytorch 1 nevergrad 1 inverting-images 1 cma-es 1 biggan 1