Python generative-adversarial-networks

Open-source Python projects categorized as generative-adversarial-networks

Top 8 Python generative-adversarial-network Projects

generative-adversarial-networks
  1. Keras-GAN

    Keras implementations of Generative Adversarial Networks.

  2. CodeRabbit

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  3. big-sleep

    A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

  4. gansformer

    Generative Adversarial Transformers

  5. restyle-encoder

    Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

  6. SAM

    Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754 (by yuval-alaluf)

  7. SteganoGAN

    SteganoGAN is a tool for creating steganographic images using adversarial training.

  8. GanVinci

    Photorealistic human image editing with GANs - Reimplementation of the paper "FEAT: Face Editing with Attention" with additional changes and improvements.

  9. SaaSHub

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  10. These-People-Do-Not-Exist

    AI that generates human faces which have never been seen before. The future is now 😁

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source generative-adversarial-network projects in Python? This list will help you:

# Project Stars
1 Keras-GAN 9,205
2 big-sleep 2,569
3 gansformer 1,335
4 restyle-encoder 1,035
5 SAM 670
6 SteganoGAN 312
7 GanVinci 54
8 These-People-Do-Not-Exist 15

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