DLwbm123 / ganslate

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

Home Page:https://ganslate.readthedocs.io

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Python package

ganslate - a 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 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:

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:

@software{ibrahim_hadzic_2021_5494572,
  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          = {https://doi.org/10.5281/zenodo.5494572}
}

About

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

https://ganslate.readthedocs.io

License:Other


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