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Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

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

For comprehensive documentation, visit: https://ganslate.readthedocs.io/en/latest/ Note: The documentation is still in progress! Suggestions and criticism, as well as contributions, are welcome!

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

Features

  • 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

Projects

ganslate was used in:

  • Project 1
  • Project 2

Citation

If you used ganslate in your project, please cite:

@misc{ganslate,
  author = {ganslate-team},
  doi = {},
  month = {9},
  title = {{ganslate - simple and extensible GAN image-to-image framework }},
  url = {https://github.com/ganslate-team/ganslate},
  year = {2020}
}