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od-cup-segmentation-glaucoma-detection
Yashu13/od-cup-segmentation-glaucoma-detection
od-cup-segmentation-glaucoma-detection is a image segmentation model from Yashu13. Use it for the image segmentation task on the model card, and read the license before you ship it in a product.
The repository contains weights for the pretrained model which can segment the optic disc and optic cup from retinal scans. It has then been used to calculate the Cup to Disc Ratio(CDR), which is used as a marker for…
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Updated Jul 25, 2026
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.pth196 MB · 99%
At a glance
- Task
- Image Segmentation
- Access
- Public
- Created
- Jul 19, 2026
- Updated
- Jul 25, 2026
- SHA
- b25f7e5a
Model card
From the Hugging Face model README
Optic Disc and Cup Segmentation for Glaucoma Detection:
The repository contains weights for the pretrained model which can segment the optic disc and optic cup from retinal scans. It has then been used to calculate the Cup to Disc Ratio(CDR), which is used as a marker for glaucoma detection.
Dataset:
Drishti-GS - RETINA DATASET FOR ONH SEGMENTATION
https://www.kaggle.com/datasets/lokeshsaipureddi/drishtigs-retina-dataset-for-onh-segmentation
Models:
model_od.pth : Optic Disc Segmentation Model model_cup.pth : Optic Cup Segmentation Model
Framework:
PyTorch
References:
https://cdn.iiit.ac.in/cdn/cvit.iiit.ac.in/images/ConferencePapers/2014/MadhulikaUjjwal2013Drishti.pdf
https://cvit.iiit.ac.in/mip/datasets.html
Git repository:
https://github.com/yashaswi1306/Medical_Imaging_Projects/tree/main/od_cup_segmentation_glaucoma_detection
- Task
- Image Segmentation
- Languages
- en
- Created
- Jul 19, 2026
- Updated
- Jul 25, 2026