https://github.com/parap1uie-s/synfundus-1m

SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the performance of diagnostic models.
https://github.com/parap1uie-s/synfundus-1m

Last synced: 5 months ago
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SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the performance of diagnostic models.

• Host: GitHub
• URL: https://github.com/parap1uie-s/synfundus-1m
• Owner: parap1uie-s
• License: other
• Created: 2023-12-13T06:20:18.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-07-11T08:02:09.000Z (almost 2 years ago)
• Last Synced: 2025-02-01T13:24:50.544Z (over 1 year ago)
• Size: 2.66 MB
• Stars: 17
• Watchers: 1
• Forks: 2
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# SynFundus-1M

[![Data License](https://img.shields.io/badge/Data_License-CC_BY_NC_SA_4.0-red)](./LICENSE)

SynFundus-1M is a synthetic fundus image dataset consisting of millions of images and extensive annotations that can help improve the performance of diagnostic models.

Usage and License Notices: The data is intended and licensed for research use only.

# News

We have uploaded the dataset to huggingface dataset. 

Researchers who cannot access BaiduNetDisk please provide huggingface username (re-fill in the application form).

Thanks for the help from [Alen Li](https://huggingface.co/chknug)!

# Demo visualize

![SynFundus-1M Demo](./assets/demo.png)

SynFundus-1M images are annotated with 11 diseases types and 4 types of quality score. 

# Request SynFundus-1M

SynFundus-1M is for research purposes only, and researchers must comply with the CC-BY-NC-SA 4.0 agreement.

Researchers may send request via the [application form](https://forms.gle/FHRxZoAwFGGs1mEs8).

# Citation

If you find SynFundus-1M useful for your research and applications, please cite using this BibTeX:

```

@misc{shang2023synfundus,

      title={SynFundus: A synthetic fundus images dataset with millions of samples and multi-disease annotations}, 

      author={Fangxin Shang and Jie Fu and Yehui Yang and Haifeng Huang and Junwei Liu and Lei Ma},

      year={2023},

      eprint={2312.00377},

      archivePrefix={arXiv},

      primaryClass={cs.CV}

}

```

# License

The dataset is [CC-BY-NC-SA 4.0](./LICENSE) (allowing only non-commercial use) and models trained using the dataset should not be used outside of research purposes.