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: 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:
- Simple configuration system
- Extensibility for other datasets or architectures
- Documentation and video walk-throughs (soon)
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}
}
Project details
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