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GAN image-to-image translation framework made simple and extensible.

Project description


ganslate - a simple and extensible GAN image-to-image translation framework

For comprehensive documentation, visit:

Note: The documentation is still in progress! Suggestions and contributions are welcome!

ganslate is a PyTorch framework which aims to make GAN image-to-image translation more accessible to both beginner and advanced project with:


  • 2D and 3D support
  • Mixed precision
  • Distributed training
  • Tensorboard and Weights&Biases logging
  • Natural and medical image support
  • A range of generator and discriminator architectures

Available GANs


ganslate was used in:

  • Project 1
  • Project 2


If you used ganslate in your project, please cite:

  author       = {Ibrahim Hadzic and
                  Suraj Pai and
                  Chinmay Rao and
                  Jonas Teuwen},
  title        = {ganslate-team/ganslate: Initial public release},
  month        = sep,
  year         = 2021,
  publisher    = {Zenodo},
  version      = {v0.1.0},
  doi          = {10.5281/zenodo.5494572},
  url          = {}

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