Dataset catalog

89 openly accessible ophthalmology imaging datasets from the systematic review by Kerr et al. (Lancet Digital Health, 2021), grouped by imaging type. Always verify licenses and attribution at each source before use.

89 open-access datasets across 11 imaging categories

Fundus photography

48 datasets

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: Spain.

Fundus photographyFundusClassificationOpen access

705 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Arteriovenous Nicking

Open-access dataset (Fundus photograph). NR. Origin: NR.

Fundus photographyFundusClassificationOpen access

90 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Asia Pacific Tele-Ophthalmology Society

Open-access dataset (Fundus photograph). Diabetic retinopathy and healthy eyes. Origin: India.

Fundus photographyFundusClassificationOpen access

5,590 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Child Heart Health Study in England

Open-access dataset (Fundus photograph). Healthy eyes. Origin: UK.

Fundus photographyFundusClassificationOpen access

28 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Diabetic Retinopathy Image Database

Open-access dataset (Fundus photograph). NR. Origin: Turkey.

Fundus photographyFundusClassificationOpen access

216 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Diabetic Retinopathy, Hypertension, Age-related Macular Degeneration and Glaucoma Images

Open-access dataset (Fundus photograph). Diabetic eye disease, hypertensive retinopathy, glaucoma, age-related macular degeneration. Origin: UK.

Fundus photographyFundusClassificationOpen access

39 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Digital Extraction from Retinal Images of Veins and Arteries

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Netherlands.

Fundus photographyFundusSegmentationOpen access

50 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Digital Retinal Images for Optic Nerve Segmentation

Open-access dataset (Fundus photograph). Hypertensive retinopathy, glaucoma. Origin: Spain.

Fundus photographyFundusSegmentationOpen access

110 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Digital Retinal Images for Vessel Extraction

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Netherlands.

Fundus photographyFundusSegmentationOpen access

40 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Brazil.

Fundus photographyFundusClassificationOpen access

1,077 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Brazil.

Fundus photographyFundusClassificationOpen access

520 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: India.

Fundus photographyFundusClassificationOpen access

101 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: France.

Fundus photographyFundusClassificationOpen access

463 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Eye Picture Archive Communication System

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: USA.

Fundus photographyFundusClassificationOpen access

88 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Fundus Image Registration Dataset

Open-access dataset (Fundus photograph). NR. Origin: Greece.

Fundus photographyFundusClassificationOpen access

268 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Fundus Images with Exudates

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: Iran.

Fundus photographyFundusClassificationOpen access

35 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Glaucoma Fundus

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: South Korea.

Fundus photographyFundusClassificationOpen access

1,542 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Hamilton Eye Institute Macular Edema

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: USA.

Fundus photographyFundusClassificationOpen access

169 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

High-Resolution Fundus Quality Assessment

Open-access dataset (Fundus photograph). NR. Origin: Germany and Czech Republic.

Fundus photographyFundusClassificationOpen access

36 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

High-Resolution Fundus Segmentation

Open-access dataset (Fundus photograph). Diabetic eye disease, glaucoma, healthy eyes. Origin: Germany and Czech Republic.

Fundus photographyFundusSegmentationOpen access

45 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

iChallenge age related macular degeneration

Open-access dataset (Fundus photograph). Age-related macular degeneration and healthy eyes. Origin: China.

Fundus photographyFundusClassificationOpen access

1,200 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

iChallenge Pathological Myopia

Open-access dataset (Fundus photograph). Myopia and healthy eyes. Origin: China.

Fundus photographyFundusClassificationOpen access

1,200 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Indian Diabetic Retinopathy Image Dataset

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: India.

Fundus photographyFundusClassificationOpen access

516 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Iowa Normative Set for Processing Images of the Retina—Arteriovenous ratio

Open-access dataset (Fundus photograph). Glaucoma. Origin: USA.

Fundus photographyFundusClassificationOpen access

40 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Iowa Normative Set for Processing Images of the Retina—Stereo

Open-access dataset (Stereo fundus photograph). Glaucoma. Origin: USA.

Fundus photographyFundusClassificationOpen access

30 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Japan.

Fundus photographyFundusClassificationOpen access

9,939 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Joint Shantou International Eye Centre

Open-access dataset (Fundus photograph). Long list of diseases 1 (see end of table). Origin: China.

Fundus photographyFundusClassificationOpen access

1,000 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: France.

Fundus photographyFundusClassificationOpen access

1,748 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Ocular Disease Intelligent Recognition

Open-access dataset (Fundus photograph). Diabetic eye disease, hypertensive retinopathy, glaucoma, age-related macular degeneration, cataracts, myopia, other diseases, healthy eyes. Origin: China.

Fundus photographyFundusClassificationOpen access

8,000 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Online Retinal Fundus Image Dataset for Glaucoma Analysis and Research—650

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: Singapore.

Fundus photographyFundusClassificationOpen access

650 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Optic Nerve Head Segmentation Dataset

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: UK.

Fundus photographyFundusSegmentationOpen access

99 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Glaucoma, cataracts, retinal diseases, healthy eyes. Origin: NR.

Fundus photographyFundusClassificationOpen access

601 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retina Online Challenge

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: Netherlands.

Fundus photographyFundusClassificationOpen access

100 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

RetinaCheck-Microaneurysm

Open-access dataset (Fundus photograph). NR. Origin: Netherlands and China.

Fundus photographyFundusClassificationOpen access

250 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retinal Fundus Glaucoma Challenge

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: China.

Fundus photographyFundusClassificationOpen access

1,200 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retinal fundus Images for Glaucoma Analysis

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: Saudi Arabia and France.

Fundus photographyFundusClassificationOpen access

750 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retinal Vessel Image set for Estimation of Widths

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: UK.

Fundus photographyFundusSegmentationOpen access

16 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retinal Vessel Tortuosity

Open-access dataset (Fundus photograph). Hypertensive retinopathy and healthy eyes. Origin: Italy.

Fundus photographyFundusSegmentationOpen access

60 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

RIM-ONE Version 2

Open-access dataset (Fundus photograph). Glaucoma and healthy eyes. Origin: Spain.

Fundus photographyFundusClassificationOpen access

455 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

RIM-ONE Version 3

Open-access dataset (Stereo fundus photograph). Glaucoma and healthy eyes. Origin: Spain.

Fundus photographyFundusClassificationOpen access

159 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Rotterdam Ophthalmic Data Repository DR

Open-access dataset (Fundus photograph). Diabetic eye disease. Origin: Netherlands.

Fundus photographyFundusClassificationOpen access

1,120 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Standard Diabetic Retinopathy Database Calibration Level 0

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Finland.

Fundus photographyFundusClassificationOpen access

130 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Standard Diabetic Retinopathy Database Calibration Level 1

Open-access dataset (Fundus photograph). Diabetic eye disease and healthy eyes. Origin: Finland.

Fundus photographyFundusClassificationOpen access

89 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Structured Analysis of the Retina

Open-access dataset (Fundus photograph). Long list of diseases 2 (see end of table). Origin: USA.

Fundus photographyFundusClassificationOpen access

397 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Tsukazaki Hospital

Open-access dataset (Fundus photograph). Diabetic eye disease, glaucoma, age-related macular degeneration, retinal vein occlusion, macular hole, retinal detachment, retinitis pigmentosa, artery occlusion, diabetes, healthy eyes. Origin: Japan.

Fundus photographyFundusClassificationOpen access

13 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Age-related macular degeneration and healthy eyes. Origin: USA.

Fundus photographyFundusClassificationOpen access

30 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Papilloedema, pseudo-papilledema, disc swelling from local and systemic causes, congenital anomalies of the optic disc, optic atrophy, retinocerebral diseases. Origin: NR.

Fundus photographyFundusClassificationOpen access

850 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Fundus photograph). Age-related macular degeneration and healthy eyes. Origin: China.

Fundus photographyFundusClassificationOpen access

18 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

OCT

13 datasets

Open-access dataset (OCT). Age-related macular degeneration and healthy eyes. Origin: USA.

OCTOCTClassificationOpen access

51 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (OCT). Healthy eyes. Origin: USA.

OCTOCTClassificationOpen access

195 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

2014 Srinivasan

Open-access dataset (OCT). Diabetic eye disease, age-related macular degeneration, healthy eyes. Origin: USA.

OCTOCTClassificationOpen access

3,231 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (OCT). Diabetic eye disease. Origin: USA.

OCTOCTClassificationOpen access

10 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Canada OCT Retinal Images

Open-access dataset (OCT). Diabetic eye disease, age-related macular degeneration, macular hole, central serous retinopathy, healthy eyes. Origin: India.

OCTOCTClassificationOpen access

470 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Corneal Heidelberg OCT

Open-access dataset (OCT). Healthy eyes. Origin: Iran.

OCTOCTClassificationOpen access

579 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (OCT). Age-related macular degeneration and healthy eyes. Origin: USA.

OCTOCTClassificationOpen access

38 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Investigative Ophthalmology & Visual Science; 2011 Chiu

Open-access dataset (OCT). Age-related macular degeneration. Origin: USA.

OCTOCTClassificationOpen access

220 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Kermany/Guangzhou

Open-access dataset (OCT). Diabetic eye disease, drusen, choroidal neovascularisation, healthy eyes. Origin: USA and China.

OCTOCTClassificationOpen access

109 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (OCT). Diabetic eye disease, age-related macular degeneration, healthy eyes. Origin: Iran.

OCTOCTClassificationOpen access

4,142 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

OCT Glaucoma Detection

Open-access dataset (OCT). Glaucoma and healthy eyes. Origin: NR.

OCTOCTDetectionOpen access

1,100 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Optical Coherence Tomography Retinal Image Analysis 3D

Open-access dataset (OCT). Healthy eyes. Origin: NR.

OCTOCTClassificationOpen access

10 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retinal Optical Coherence Tomography Classification Challenge

Open-access dataset (OCT). Diabetic eye disease and healthy eyes. Origin: Iran.

OCTOCTClassificationOpen access

165 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Multimodal (OCT + fundus)

3 datasets

Healthy OCT and Fundus

Open-access dataset (OCT and fundus photograph). Healthy eyes. Origin: NR.

Multimodal (OCT + fundus)MultimodalClassificationOpen access

100 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Project MACulopathy Unveiled by Laminar Analysis

Open-access dataset (OCT and fundus photograph). Age-related macular degeneration and healthy eyes. Origin: USA.

Multimodal (OCT + fundus)MultimodalClassificationOpen access

239 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Retinal Fundus and OCT

Open-access dataset (OCT and fundus photograph). Various retinal diseases. Origin: Iran.

Multimodal (OCT + fundus)MultimodalClassificationOpen access

44 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Fluorescein angiography

4 datasets

Open-access dataset (Fundus fluorescein angiogram photograph and videos). Diabetic eye disease. Origin: USA.

Fluorescein angiographyFundusClassificationOpen access

24 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Fundus Fluorescein Angiogram

Open-access dataset (Fundus fluorescein angiogram photograph). Diabetic eye disease and healthy eyes. Origin: Iran.

Fluorescein angiographyFundusClassificationOpen access

70 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Fundus Fluorescein Angiogram and Colour Fundus

Open-access dataset (Fundus fluorescein angiogram photograph and fundus photograph). Diabetic eye disease and healthy eyes. Origin: Iran.

Fluorescein angiographyFundusClassificationOpen access

120 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Ultrawide fundus fluorescein angiogram photograph). Age-related macular degeneration and healthy eyes. Origin: NR.

Fluorescein angiographyFundusClassificationOpen access

8 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Cornea & confocal

6 datasets

Corneal 3D Reconstruction

Open-access dataset (In vivo confocal microscopy). NR. Origin: Italy.

Cornea & confocalMultimodalClassificationOpen access

356 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Corneal Endothelial Cell

Open-access dataset (Specular microscopy corneal endothelial cells photograph). Diseased corneas and healthy eyes. Origin: NR.

Cornea & confocalMultimodalClassificationOpen access

385 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (In vivo confocal microscopy). Healthy eyes. Origin: Italy.

Cornea & confocalMultimodalClassificationOpen access

90 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Corneal Nerve Plexus

Open-access dataset (In vivo confocal microscopy). Diabetic eye disease and healthy eyes. Origin: Sweden.

Cornea & confocalMultimodalClassificationOpen access

164 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Corneal Nerve Tortuosity

Open-access dataset (In vivo confocal microscopy). Diabetes, pseudoexfoliation syndrome, keratoconus, healthy eyes. Origin: Japan.

Cornea & confocalMultimodalClassificationOpen access

30 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Rotterdam Ophthalmic Data Repository Cornea

Open-access dataset (In vivo confocal microscopy). Fuchs' endothelial corneal dystrophy. Origin: Netherlands.

Cornea & confocalMultimodalClassificationOpen access

52 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Adaptive optics SLO

2 datasets

Open-access dataset (AO-SLO). Healthy eyes. Origin: USA.

Adaptive optics SLOMultimodalDetectionOpen access

264 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Dataset for AO-SLO cone photoreceptor automatic segmentation and analysis; 2013 Chiu

Open-access dataset (AO-SLO). Healthy eye and one patient with deuteranopia. Origin: NR.

Adaptive optics SLOMultimodalSegmentationOpen access

840 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Scanning laser ophthalmoscopy

3 datasets

IOSTAR Retinal Vessel

Open-access dataset (SLO). NR. Origin: Netherlands and China.

Scanning laser ophthalmoscopyFundusSegmentationOpen access

30 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

RetinaCheck-Scanning Laser Ophthalmoscopy vessel patch

Open-access dataset (SLO). NR. Origin: Netherlands and China.

Scanning laser ophthalmoscopyFundusSegmentationOpen access

40 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

RetinaCheck-Scanning Laser Ophthalmoscopy-Microaneurysm

Open-access dataset (SLO). NR. Origin: Netherlands and China.

Scanning laser ophthalmoscopyFundusClassificationOpen access

58 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Iris imaging

5 datasets

CASIA Iris Ageing*

Open-access dataset (External iris photograph). NR. Origin: China.

Iris imagingMultimodalClassificationOpen access

26 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

CASIA Iris Image Version 4

Open-access dataset (External iris photograph). NR. Origin: China.

Iris imagingMultimodalClassificationOpen access

54 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

CASIA Iris Mobile

Open-access dataset (External iris photograph). NR. Origin: China.

Iris imagingMultimodalClassificationOpen access

11 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (External iris photograph). NR. Origin: NR.

Iris imagingMultimodalClassificationOpen access

832 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

University of Palackeho and Olomouc Iris

Open-access dataset (External iris photograph). NR. Origin: Czech Republic.

Iris imagingMultimodalClassificationOpen access

384 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Anterior segment & slit lamp

1 dataset

Ophthalmic Slit Lamp

Open-access dataset (Slit lamp photograph). Cataracts. Origin: China.

Anterior segment & slit lampMultimodalClassificationOpen access

60 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Video / surgical

1 dataset

Open-access dataset (Video of cataract surgery). Cataracts. Origin: Austria.

Video / surgicalMultimodalClassificationOpen access

101 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Other imaging

3 datasets

Open-access dataset (Phase contrast microscopy). NR. Origin: NR.

Other imagingMultimodalClassificationOpen access

195 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (External eye photograph). Healthy eyes. Origin: NR.

Other imagingMultimodalClassificationOpen access

84 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)

Open-access dataset (Conjunctival photograph). Trachoma and healthy eyes. Origin: Niger and Ethiopia.

Other imagingMultimodalClassificationOpen access

1,656 samples

License: Open access — verify terms at source (Lancet Digit Health 2021)