Dataset Registry

Comprehensive collection of retinal imaging datasets for AI research and development

11
Total Datasets
66,167+
Total Images
9
Fundus Datasets
2
OCT Datasets
2
Commercial OK

RFMiD

Commercial OK

~45 retinal diseases including DR, AMD, glaucoma, RVO, myopia

Modality:
Fundus
Images:3,200
License:CC BY 4.0

BRSET

Commercial OK

DR, AMD, glaucoma, cataract, hemorrhages, vascular occlusions

Modality:
Fundus
Images:16,266
License:CC BY 4.0

REFUGE2

Non-Commercial

Glaucoma with optic disc/cup segmentation

Modality:
Fundus
Images:2,000
License:Research Challenge License

OCTDL

Research Only

AMD, DME, ERM, RAO, RVO, VID

Modality:
OCT
Images:2,000+
License:Research-only

OCTA-500

Non-Commercial

DR, AMD, vascular changes

Modality:
OCT + OCTA
Images:500 subjects
License:Research License

IRFundusSet

Verify License

DR, AMD, DME, glaucoma, cataract, myopia, RVO

Modality:
Fundus
Images:40,000+
License:CC BY 4.0 (Verify sub-sources)

Messidor

Research Only

Diabetic Retinopathy

Modality:
Fundus
Images:1,200
License:Proprietary Research

DRIVE

Research Only

Vessel segmentation

Modality:
Fundus
Images:40
License:Research Only

STARE

Research Only

Lesion detection, anomaly detection

Modality:
Fundus
Images:400
License:Public Research

HRF

Non-Commercial

DR, glaucoma, healthy controls

Modality:
High-Res Fundus
Images:45
License:Non-commercial Research

IDRiD

Non-Commercial

Diabetic Retinopathy, lesions

Modality:
Fundus
Images:516
License:CC BY-NC-SA 4.0

Integration Guidelines

  • For Research: Use all datasets for model training and validation
  • For Commercial MVP: Use only CC BY 4.0 datasets (RFMiD, BRSET)
  • For Clinical Deployment: Obtain regulatory approval and verify all licenses
  • Always: Cite original authors and maintain proper attribution