Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer

Introduction

This algorithm is for the stenosis detection task in JustRAIGS Challenge, which was held at ISBI 2024. We are ranked 5th!

Our publication:

Brighteye: Glaucoma Screening with Color Fundus Photographs based on Vision Transformer. (Arxiv)

Instructions

• [Installation instructions]

  git clone https://github.com/HuiLin0220/brighteye.git
  cd brighteye
  pip install  -r ./requirements.txt
  

• [Model weights]

Model weights are shared google drive

References and Acknowledgements:

[1] Jocher, G., Chaurasia, A., & Qiu, J. (2023). Ultralytics YOLO (Version 8.0.0) [Computer software]. https://github.com/ultralytics/ultralytics

Contact Us

Feel free to contact me at huilin2023@u.northwestern.edu

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