Fundus datasets

140 datasets; 129 with a primary reported quantity; 1147.6 GB total - this page indexes every EyeDataHub resource tagged as containing fundus data. A resource can appear on more than one modality page. Primary quantities retain their source-reported units and are not summed here.

Name	Full name	Primary quantity	Size	License	Backend
airogs	AIROGS: AI for Robust Glaucoma Screening	113,893 images	40.0 GB	cc-by-nc-nd	Direct HTTP
multieye	MultiEYE: OCT-Enhanced Fundus Multi-Disease Benchmark	103,959 images	27.3 GB	mit	HuggingFace Hub
eyecare_100k	Eyecare-100K: Multimodal Ophthalmology VQA Corpus	102,000 question answer pairs	30.0 GB	unknown	HuggingFace Hub
justraigs	JustRAIGS: Just Referral AI Glaucoma Screening Dataset	101,442 images	100.0 GB	cc-by-nc-nd	Zenodo
eyepacs	EyePACS — Diabetic Retinopathy Detection (Kaggle 2015)	88,702 images	89.0 GB	research-only	Kaggle
angioreport	AngioReport Fundus Angiography Report Dataset	55,361 images	Not reported	unknown	Manual (upstream-gated)
ffa_ir	FFA-IR Medical Report Dataset	47,247 images	Not reported	unknown	PhysioNet
mfiddr	MFIDDR: Multi-Field Imaging Dataset for Diabetic Retinopathy	34,452 images	30.0 GB	mit	Manual (upstream-gated)
lmod_plus	LMOD+ Multimodal Ophthalmology Benchmark	32,633 annotated instances	Not reported	unknown	Manual (upstream-gated)
harvard_fairvision	Harvard-FairVision (AMD + DR + Glaucoma, paired SLO + OCT)	30,000 participants	600.0 GB	cc-by-nc-nd	Manual (upstream-gated)
higancnn_generated_glaucoma	HiGANCNN Generated Glaucoma Dataset	30,000 images	Not reported	unknown	Kaggle
eyeq	EyeQ Retinal Image Quality Assessment Dataset	28,792 images	Not reported	unknown	GitHub
mmrdr	MMRDR: Multi-Modal Retinal Diabetic Retinopathy Dataset	24,460 images	18.6 GB	cc-by	Figshare
x_pcr	X-PCR Ophthalmology Progressive Clinical Reasoning Benchmark	18,735 rows	5.0 GB	unknown	HuggingFace Hub
brset	BRSET: Brazilian Multilabel Ophthalmological Dataset	16,266 images	9.0 GB	research-only	PhysioNet
deepeyenet	DeepEyeNet (DEN): Fundus Report Generation Dataset	15,709 images	5.0 GB	research-only	Manual (upstream-gated)
aod	AOD: Augmented Ocular Diseases Dataset	14,813 images	2.0 GB	unknown	Kaggle
dme_vqa	Diabetic Macular Edema Visual Question Answering Dataset	13,470 question answer pairs	0.1 GB	cc-by	Zenodo
dme_vqa_logical	DME VQA Dataset with Logical Relations	13,470 question answer pairs	0.1 GB	cc-by	Zenodo
retinal_vessel_robustness	Natural Robustness Benchmark for Retinal Vessel Segmentation	13,024 images	8.2 GB	mit	Zenodo
ddr	DDR: Diabetic Retinopathy Detection & Grading	12,522 images	4.0 GB	mit	Google Drive
smdg	SMDG-19: Standardized Multi-channel Glaucoma Benchmark	12,449 images	5.0 GB	cc0	Kaggle
lag	LAG: Large-scale Attention-based Glaucoma Database	11,760 images	3.0 GB	research-only	Manual (upstream-gated)
fairvlmed	FairVLMed: Fair Vision-Language Medical Ophthalmic Dataset	10,000 images	10.0 GB	cc-by-nc-nd	HuggingFace Hub
jichi	Jichi Medical University Diabetic Retinopathy Dataset	9,939 images	10.0 GB	cc-by	Figshare
retina_age_analysis	Retina Age Analysis	9,857 images	1.0 GB	mit	HuggingFace Hub
olives	OLIVES: Ophthalmic Labels for Investigating Visual Eye Semantics	9,408 b scans	20.0 GB	cc-by	Zenodo
odir2019	ODIR-2019: Ocular Disease Intelligent Recognition	8,000 participants	3.5 GB	cc-by-sa	Kaggle
rop_ostrava	Retinal Image Dataset of Infants and ROP (Ostrava)	6,004 images	5.0 GB	cc-by	Kaggle
rop_synthetic_mendeley	Synthetic Medical Images for ROP Diagnosis	5,842 images	2.0 GB	cc-by	Mendeley Data
china_fundus_cimt	China Fundus and Carotid Intima-Media Thickness Dataset	5,806 images	Not reported	cc-by	Figshare
eye_disease_image_mendeley	Eye Disease Image Dataset	5,335 images	1.5 GB	cc-by	Mendeley Data
mbrset	mBRSET: Mobile Brazilian Retinal Dataset	5,164 images	3.0 GB	research-only	PhysioNet
hpmi	HPMI: High & Pathological Myopia Identification	4,011 images	2.0 GB	cc-by	Figshare
vietai_retinal_disease	VietAI Retinal Disease Detection 2020	3,785 images	Not reported	unknown	Kaggle
aptos2019	APTOS 2019 Blindness Detection	3,662 images	9.0 GB	unknown	Kaggle
fd3611	FD3611 Multi-Class Color Fundus Image Dataset	3,611 images	Not reported	cc-by	Figshare
fprm_retina	FPRM Multimodal Eye Imaging and Psychological Assessment Dataset	3,361 images	Not reported	research-only	Manual (upstream-gated)
rfmid	RFMiD: Retinal Fundus Multi-disease Image Dataset	3,200 images	1.5 GB	cc-by-sa	Kaggle
drtid	DRTiD: Diabetic Retinopathy Two-field Image Dataset	3,100 images	3.0 GB	research-only	Manual (upstream-gated)
binocular_fundus_images	Binocular Fundus Image Dataset	2,885 image pairs	Not reported	cc-by	Figshare
oct_fundus_dme_dr_mexico	OCT and Eye Fundus Dataset for DME and DR	2,661 images	0.5 GB	unknown	GitHub
deepdrid	DeepDRiD: Diabetic Retinopathy Grading and Image Quality Dataset	2,256 images	3.0 GB	cc-by-sa	Zenodo
fiqs	FIQS: Fundus Image Quality Scores Dataset	2,246 images	9.1 GB	cc-by	Figshare
mured	MuReD: Multi-label Retinal Diseases Dataset	2,208 images	2.0 GB	cc-by	Mendeley Data
rop_vl	ROP-VL Retinopathy of Prematurity Vision-Language Dataset	2,020 images	Not reported	cc-by	Figshare
refuge2	REFUGE2 — Retinal Fundus Glaucoma Challenge 2	2,000 images	1.2 GB	research-only	Google Drive
amdnet23	AMDNet23 Fundus Image Dataset for AMD Detection	2,000 images	Not reported	cc-by	Mendeley Data
brasil_glaucoma_brg	Brazil Glaucoma (BrG) Dataset	2,000 images	Not reported	cc-by-nc	Kaggle
bmrd	Bangladesh Multi-Disease Retinal Dataset	1,786 images	Not reported	cc-by	Mendeley Data
messidor2	MESSIDOR-2	1,748 images	3.0 GB	research-only	Manual (upstream-gated)
hyamd	HYAMD High-Resolution Fundus Image Dataset for AMD Diagnosis	1,560 images	Not reported	unknown	PhysioNet
farfum_rop	FARFUM-ROP: Fundus Annotation Repository for Retinopathy of Prematurity	1,533 images	1.0 GB	cc-by	Figshare
riga_plus	RIGA+ Domain Adaptation Dataset	1,461 images	Not reported	cc-by	Zenodo
fundus_domain_generalization	Fundus Dataset for Domain Generalization in Optic Disc/Cup Segmentation	1,441 images	0.6 GB	cc-by	Zenodo
chaksu	CHAKSU: Multi-Device Glaucoma Fundus Dataset	1,345 images	5.0 GB	cc-by	Figshare
msila_fundus_dr	M'Sila Retinal Fundus Dataset for Diabetic Retinopathy Classification	1,335 images	1.5 GB	cc-by	Zenodo
mshf	Multi-Source Heterogeneous Fundus Dataset for Image Quality Assessment	1,302 images	1.1 GB	cc-by	Figshare
mendeley_multi_class_retinal_fundus_image_deep	A Multi-Class Retinal Fundus Image Dataset for Deep Learning-Based Ocular Disease Diagnosis	1,222 images	Not reported	cc-by	Mendeley Data
sustech_sysu	SUSTech-SYSU Diabetic Retinopathy + Exudate Dataset	1,219 images	3.0 GB	cc-by	Figshare
palm	PALM — iChallenge Pathologic Myopia	1,200 images	1.5 GB	research-only	Google Drive
adam_challenge	ADAM — Automatic Detection of AMD Challenge	1,200 images	1.5 GB	research-only	Google Drive
refuge1_multirater	REFUGE Multi-Rater — Glaucoma with Multi-Expert Annotations	1,200 images	0.8 GB	cc-by-nc-sa	Google Drive
grape	GRAPE: Glaucoma Real-world Appraisal Progression Ensemble	1,115 examinations	1.5 GB	cc0	Figshare
retinal_dr_longitudinal	Retinal DR Longitudinal Fundus Pairs	1,115 image pairs	4.0 GB	unknown	HuggingFace Hub
rop_uwf_intelligent	Fundus Dataset for Intelligent ROP System	1,099 images	4.0 GB	cc-by	Figshare
glaucoma_expert_cot_refined	Glaucoma Expert Chain-of-Thought Refined Dataset	1,074 image report pairs	Not reported	unknown	HuggingFace Hub
g1020	G1020: Glaucoma Benchmark Fundus Dataset	1,020 images	2.0 GB	cc-by	Kaggle
harvard_glaucoma	Harvard Glaucoma Fundus Image Dataset	1,000 images	1.5 GB	cc0	Direct HTTP
jsiec	JSIEC Fundus Photo Dataset	1,000 images	0.4 GB	unknown	Zenodo
rfmid2	RFMiD 2.0 Auxiliary Multi-Disease Fundus Dataset	860 images	0.5 GB	cc-by	Zenodo
fives	FIVES: Fundus Image Vessel Segmentation	800 images	1.1 GB	cc-by	Figshare
paraguay_dr	Paraguay Color Fundus DR Dataset	757 images	0.5 GB	cc-by	Zenodo
riga	RIGA: Retinal Fundus Images for Glaucoma Analysis	750 images	2.0 GB	cc-by-nc	Direct HTTP
hygd	HYGD: Hillel Yaffe Glaucoma Dataset	747 images	1.0 GB	odc-by	PhysioNet
acrima	ACRIMA: Glaucoma Optic Disc Fundus Database	705 images	0.5 GB	cc-by	Figshare
irfdrd	Iraqi Retinal Fundus Diabetic Retinopathy Dataset	700 images	Not reported	cc-by	Zenodo
pco_namd	PCO-nAMD Paired CFP and OCT Dataset	654 image pairs	Not reported	cc-by	Figshare
beh	BEH: Bangladesh Eye Hospital Glaucoma Dataset	634 images	0.3 GB	research-only	Google Drive
cataract	Cataract Fundus Classification Dataset	601 images	0.1 GB	unknown	Kaggle
ophthalvqa	OphthalVQA Dataset	600 question answer pairs	0.0 GB	cc-by	Figshare
idrid	IDRiD: Indian Diabetic Retinopathy Image Dataset	516 images	2.5 GB	cc-by	Manual (upstream-gated)
aptos_arcade_onh_masks	APTOS Vascular Arcade and Optic Nerve Head Masks	500 images	0.1 GB	apache	Zenodo
coph100	COph100: Comprehensive Infant Fundus Image Registration Dataset (RIDIRP)	491 image pairs	1.0 GB	cc-by	Figshare
papila	PAPILA: Glaucoma Fundus Dataset with Clinical Data	488 images	0.4 GB	cc-by	Direct HTTP
rimone_dl	RIM-ONE DL	485 images	0.5 GB	cc-by	Kaggle
e_ophtha	E-ophtha (EX + MA): Exudate and Microaneurysm Segmentation	463 images	1.0 GB	research-only	Kaggle
fundus_report_dataset	Fundus Report Dataset	422 image report pairs	0.5 GB	cc-by	HuggingFace Hub
toxofundus	ToxoFundus: Ocular Toxoplasmosis Fundus Dataset	412 images	0.2 GB	cc-by	Kaggle
ichallenge_amd	iChallenge-AMD: Age-related Macular Degeneration	400 images	1.5 GB	research-only	Manual (upstream-gated)
paired_retina	Paired Retina Dataset: Cross-Device Fundus Pairs	399 images	3.0 GB	unknown	HuggingFace Hub
myopic_regression_fundus	Myopic Regression after Corneal Refractive Surgery Fundus Sample	330 images	0.2 GB	cc-by	Mendeley Data
gamma	GAMMA — Glaucoma Grading from Multi-Modality Images	300 volumes	5.0 GB	cc-by-nc-nd	Google Drive
bajwa_multi_eye	Bajwa Hospital Multi Eye Disease Dataset	300 images	0.2 GB	cc-by	Mendeley Data
csc_fundus_segmentation	Central Serous Chorioretinopathy Fundus Segmentation Dataset	287 images	0.5 GB	cc-by	Mendeley Data
maples_dr	MAPLES-DR: Montreal Annotation Project for DR	198 images	0.5 GB	cc-by	Figshare
csdi	CSDI: Cataract Severity Diagnostic Image Dataset	187 images	1.0 GB	cc-by	HuggingFace Hub
hei_med	HEI-MED: Hamilton Eye Institute Macular Edema Dataset	169 images	0.3 GB	research-only	GitHub
corneal_curvature_fundus	Corneal Curvature Prediction Using Fundus Photography	150 images	0.1 GB	cc-by	Mendeley Data
mm_retinal_reason	MM-Retinal-Reason: Ophthalmology Multimodal Reasoning Dataset	130 question answer pairs	15.0 GB	unknown	HuggingFace Hub
fire	FIRE: Fundus Image Registration Dataset	129 images	1.0 GB	research-only	Direct HTTP
jrc_multimodal_vessels	JRC Multi-Modal Retinal Vessel Segmentation	120 images	Not reported	unknown	Manual (upstream-gated)
real_fundus	Real Fundus Clinical Image Restoration Benchmark	120 image pairs	1.0 GB	unknown	Manual (upstream-gated)
ut_fsocta	UTHealth Fundus and Synthetic OCTA Dataset	112 participants	Not reported	unknown	Zenodo
drions_db	DRIONS-DB: Digital Retinal Images for Optic Nerve Segmentation	110 images	0.2 GB	research-only	Direct HTTP
drishti_gs	DRISHTI-GS: Optic Disc and Cup Segmentation	101 images	0.8 GB	research-only	Kaggle
fundus_avseg	Fundus-AVSeg: Artery-Vein-Crossing Segmentation	100 images	0.5 GB	cc-by	Figshare
roc	ROC: Retinopathy Online Challenge	100 images	0.3 GB	research-only	Manual (upstream-gated)
afio_fundus_vessels	AFIO Fundus Images for Vessel Segmentation and Disease Annotation	100 images	0.2 GB	cc-by	Mendeley Data
mendeley_retina_identification_database_ridb	Retina Identification Database (RIDB)	100 images	Not reported	cc-by	Mendeley Data
trend_fundus	TREND Portable Fundus Microvascular Network Dataset	82 images	0.1 GB	cc-by	Zenodo
reta_benchmark	RETA Benchmark for Retinal Vascular Tree Analysis	81 images	0.8 GB	cc-by	Figshare
dryad_diabetes_retinal_capillary	Diabetes Retinal Capillary Rarefaction Dataset	73 participants	0.0 GB	cc0	Dryad
fimd	Fundus Image Myopia Development Dataset	70 image pairs	0.2 GB	cc-by	Mendeley Data
puwf_av	PUWF-AV Pediatric Ultra-Widefield Fundus Artery-Vein Dataset	60 images	Not reported	cc-by	Figshare
data_oct_fundus_glaucoma	Data on OCT and Fundus Images	50 images	0.1 GB	cc-by	Mendeley Data
dridb	DRiDB: Diabetic Retinopathy Image Database	50 images	Not reported	research-only	Manual (upstream-gated)
hrf	HRF: High-Resolution Fundus Image Database	45 images	0.5 GB	cc-by	Manual (upstream-gated)
hrf_seg_plus	HRF-Seg+: Multi-Structure Fundus Annotations	45 images	0.0 GB	cc-by	Zenodo
ravir	RAVIR: Retinal Artery/Vein Segmentation in IR	42 images	0.1 GB	research-only	Google Drive
fovea	FOVEA: Pre/Intra-Operative Fundus + Biomicroscopy	40 participants	4.0 GB	cc-by	Figshare
rite	RITE: Retinal Images Vessel Tree Extraction (Artery/Vein)	40 images	0.1 GB	research-only	Manual (upstream-gated)
rbad	RBAD Retinal Branching-Angle Detection Benchmark	40 images	Not reported	research-only	GitHub
drive	DRIVE: Digital Retinal Images for Vessel Extraction	40 images	Not reported	unknown	Manual (upstream-gated)
chase_db1	CHASE_DB1: Child Heart and Health Study in England	28 images	0.1 GB	cc-by	Manual (upstream-gated)
trend2_fundus	TREND2 Chronic Disease Portable Fundus Dataset	28 images	0.1 GB	cc-by	Zenodo
agar300	AGAR300 Microaneurysm Fundus Image Dataset	28 images	Not reported	cc-by	Manual (upstream-gated)
stare	STARE: Structured Analysis of the Retina	20 images	0.0 GB	research-only	Direct HTTP
mendeley_two_photon_excited_fluorescence_scanning_laser	Two-photon excited fluorescence scanning laser ophthalmoscopy images and software for data processing	1 participants	Not reported	cc-by	Mendeley Data
hassan_composite_retina	Composite Retinal Fundus and OCT Dataset with Clinical Markings	Not reported	2.0 GB	cc-by	Mendeley Data
rao_fundus	RAO Retinal Artery Occlusion Fundus Photography Dataset	Not reported	Not reported	cc-by	Mendeley Data
glaucoma_oct_fundus	Glaucoma Detection Dataset with OCT and Fundus Images	Not reported	Not reported	cc-by	Figshare
mendeley_red_lesion_localization_messidor_retinal_images	Red lesion localization for MESSIDOR retinal images dataset using patch-based convolutional neural networks.	Not reported	Not reported	cc-by	Mendeley Data
mendeley_annotated_infant_fundus_images_object_detection	Annotated Infant Fundus Images for Object Detection of Key Structures (Optic Disk and Macula)	Not reported	Not reported	cc-by	Mendeley Data
mendeley_development_deep_learning_model_epiretinal_membrane	Development of a deep learning model for epiretinal membrane detection in fundus photography	Not reported	Not reported	cc-by	Manual (upstream-gated)
mendeley_retinal_blood_vessel_segmentation_rop	Retinal blood vessel segmentation(ROP)	Not reported	Not reported	cc-by	Mendeley Data
mendeley_dme_classification_fundus_imaging_vision_transformers	DME Classification in Fundus Imaging with Vision Transformers and ETDRS-Guided Annotation	Not reported	Not reported	cc-by	Mendeley Data
mendeley_fundus_mctn	Fundus dataset of MCTN	Not reported	Not reported	cc-by	Mendeley Data
mendeley_hvdropdb_datasets_classification_segmentation_research_retinopathy	HVDROPDB Datasets for Classification and Segmentation for Research in Retinopathy of Prematurity, Ranjana Agrawal	Not reported	Not reported	cc-by	Mendeley Data
dryad_fundus_venous_pulsation	Fundus Venous Pulsation Sequence Dataset	Not reported	0.1 GB	cc0	Dryad