Metadata-Version: 2.1
Name: ganslate
Version: 0.1.1
Summary: GAN image-to-image translation framework made simple and extensible.
Home-page: https://github.com/Maastro-CDS-Imaging-Group/ganslate
Author: "ganslate team"
License: mit
Project-URL: Documentation, https://ganslate.readthedocs.io/en/latest/
Description: [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5494572.svg)](https://doi.org/10.5281/zenodo.5494572)
        
        [![Python package](https://github.com/ganslate-team/ganslate/actions/workflows/ganslate_testing_suite.yml/badge.svg)](https://github.com/ganslate-team/ganslate/actions/workflows/ganslate_testing_suite.yml)
        
        # `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](https://pytorch.org/) framework which aims to make GAN image-to-image translation more accessible to both beginner and advanced project with:
        
        - Simple configuration system
        - Extensibility for other datasets or architectures
        - Documentation and [video walk-throughs (soon)](INSERT_YOUTUBE_PLAYLIST)
        
        ## Features
        
        - 2D and 3D support
        - Mixed precision
        - Distributed training
        - Tensorboard and [Weights&Biases](https://wandb.ai/site) logging
        - Natural and medical image support
        - A range of generator and discriminator architectures
        
        ## Available GANs
        
        - Pix2Pix ([paper](https://www.google.com/search?q=pix2pix+paper&oq=pix2pix+paper&aqs=chrome.0.0l2j0i22i30l2j0i10i22i30.3304j0j7&sourceid=chrome&ie=UTF-8))
        - CycleGAN ([paper](https://arxiv.org/abs/1703.10593))
        - RevGAN ([paper](https://arxiv.org/abs/1902.02729))
        - CUT (Contrastive Unpaired Translation) ([paper](https://arxiv.org/abs/2007.15651))
        
        ## Projects
        `ganslate` was used in:
        
        - Project 1
        - Project 2
        
        ## Citation
        
        If you used `ganslate` in your project, please cite:
        
        ```text
        @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}
        }
        ```
        
Keywords: one,two
Platform: any
Classifier: Development Status :: 3 - Alpha
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Intended Audience :: Science/Research
Description-Content-Type: text/markdown
Provides-Extra: testing
