ganslate
Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 6 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, zenodo.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (9.1%) to scientific vocabulary
Keywords
Repository
Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.
Basic Info
- Host: GitHub
- Owner: ganslate-team
- License: other
- Language: Python
- Default Branch: master
- Homepage: https://ganslate.readthedocs.io
- Size: 92.8 MB
Statistics
- Stars: 38
- Watchers: 4
- Forks: 3
- Open Issues: 19
- Releases: 1
Topics
Metadata Files
README.md
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:
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}
}
Owner
- Name: ganslate-team
- Login: ganslate-team
- Kind: organization
- Repositories: 1
- Profile: https://github.com/ganslate-team
Ibrahim Hadzic, Suraj Pai, Chinmay Rao, Alberto Traverso (Clinical Data Science group @ Maastricht Uni & Maastro Clinic) and Jonas Teuwen (NKI AI for Oncology)
Citation (CITATION.cff)
cff-version: 1.1.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Hadzic
given-names: Ibrahim
- family-names: Pai
given-names: Suraj
- family-names: Rao
given-names: Chinmay
- family-names: Teuwen
given-names: Jonas
title: ganslate-team/ganslate: Initial public release
version: v0.1.0
date-released: 2017-12-1
GitHub Events
Total
- Watch event: 3
Last Year
- Watch event: 3
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 56
- Total pull requests: 44
- Average time to close issues: 2 months
- Average time to close pull requests: 4 days
- Total issue authors: 4
- Total pull request authors: 3
- Average comments per issue: 0.84
- Average comments per pull request: 0.52
- Merged pull requests: 39
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- ibro45 (27)
- surajpaib (24)
- cnmy-ro (4)
- ZhixiangWang-CN (1)
Pull Request Authors
- surajpaib (33)
- cnmy-ro (6)
- ibro45 (5)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- mkdocs ==1.1.2