EyeDataHub

Source-aware ophthalmic data access

Find ophthalmology datasets, inspect access requirements, and preflight supported transfers.

EyeDataHub combines a date-stamped, manually source-checked snapshot of 251 resources across 18 primary categories with a command-line access layer. It records source terms, access friction, automation support, citations, and dated verification without hosting third-party datasets.

Install Browse datasets Plan with an LLM agent Cite release

Quick start

pip install "git+https://github.com/pooyakhosravi/[email protected]"

eyehub search --access anonymous_direct --json

eyehub show airogs --json

eyehub download airogs --dry-run --json

251catalog records

171anonymous routes

45signed-in or click-through routes

27controlled or manual routes

8author-contact routes

14complete or partial transfer tests

Explore From The CLI

Search, inspect, filter by license, copy citations, and follow recorded access routes.

CLI guide

Use One Metadata Layer

Read the same versioned metadata in notebooks, tests, training scripts, and cohort manifests.

Python guide

Use Optional Machine Interfaces

Read the same catalog through deterministic JSON, JSON-LD, Python, or the optional read-only MCP interface.

Machine-interface guide

Explicit acquisition by design

Inspect source terms and access requirements before transfer.

Search and inspection are read-only. A separate preflight reports the represented route, source-stated terms, evidence, credentials, manual requirements, and loader status. Transfer begins only after an explicit user-issued acquisition command.

See the command-line workflow

1
Search
Filter the date-stamped catalog by modality, task, access, terms, or automation status.
2
Inspect
Review source evidence, identifiers, access state, and citation guidance.
3
Preflight
Check credentials, recorded conditions, disk space, and loader behavior without transfer.
4
Acquire
Issue an explicit command when the official route is supported.
5
Record
Retain the generated provenance manifest with local files and citations.

EyeDataHub never accepts terms for a user and does not determine legal permission, scientific suitability, clinical validity, or ethical acceptability.

Dataset Explorer

251 of 251 datasets match the current filters.

Latest URL audit

SearchModalityLicenseAccessReuseSort

Selected Access Command

0 datasets selected for review

eyehub download --datasets

Review every source and its current terms before running this command. Some routes require an account, agreement, or manual approval.

Dataset	Modality	Tasks	Reported records	License	Access	Loader	Links
teyed TEyeD Real-World Eye-Tracking Dataset	Eye Tracking	gaze_estimationsegmentationlandmark_detection	20,666,096	`unknown`	Manual	Metadata only	Docs Source
fundus_cc_2_5m Fundus-CC-2.5M Text Corpus	Text	text_generationretrieval	2,500,000	`unknown`	Huggingface	Metadata only	Docs Source
gaze_capture GazeCapture Mobile Eye-Tracking Dataset	Eye Tracking	gaze_estimationregression	2,445,504	`unknown`	Manual	Metadata only	Docs Source
eth_xgaze ETH-XGaze Extreme-Pose Gaze Estimation Dataset	Eye Tracking	gaze_estimationregression	1,083,492	`cc-by-nc-sa`	Manual	Metadata only	Docs Source
ocular_chat_vqa OcularChat-VQA: AREDS-Derived Patient-Physician Dialogue Dataset	TextTabular	classification	844,000	`cc-by-nc-sa`	Huggingface	Metadata only	Docs Source
mpii_gaze MPIIGaze Appearance-Based Gaze Estimation Dataset	Eye Tracking	gaze_estimationregression	213,659	`cc-by-nc-sa`	Manual	Metadata only	Docs Source
syn_oct SYN-OCT Synthetic Glaucoma OCT Dataset	Oct	classificationsegmentationregression	200,000	`cc-by`	Zenodo	Metadata only	Docs Source
gaze360 Gaze360 Physically Unconstrained Gaze Dataset	Eye Tracking	gaze_estimationregression	172,000	`unknown`	Manual	Metadata only	Docs Source
ophora Ophora-160K: Ophthalmic Surgical Video Instruction Dataset	Surgical VideoText	classificationphase_recognition	160,185	`unknown`	Huggingface	Included	Docs Source
lpw LPW Labelled Pupils in the Wild	Eye Tracking	pupil_detectionlandmark_detection	130,856	`research-only`	Manual	Metadata only	Docs Source
airogs AIROGS: AI for Robust Glaucoma Screening	Fundus	classification	113,893	`cc-by-nc-nd`	Direct	Included	Docs Source
fundus_105k Fundus-105K Text Dataset	Text	text_generationretrieval	105,000	`unknown`	Huggingface	Metadata only	Docs Source
eyecare_100k Eyecare-100K: Multimodal Ophthalmology VQA Corpus	FundusFundus AngiographyFundus AutofluorescenceOctOcular UltrasoundExternal EyeCtText	classification	102,000	`unknown`	Huggingface	Metadata only	Docs Source
justraigs JustRAIGS: Just Referral AI Glaucoma Screening Dataset	Fundus	classification	101,442	`cc-by-nc-nd`	Zenodo	Included	Docs Source
eyepacs EyePACS — Diabetic Retinopathy Detection (Kaggle 2015)	Fundus	gradingclassification	88,702	`research-only`	Kaggle	Included	Docs Source
kermany_oct Kermany OCT 2018: Retinal OCT Image Classification	Oct	classification	84,484	`cc-by`	Kaggle	Included	Docs Source
octa_macula_coronal OCTA Macula Coronal Views	Octa	classificationvisualization	82,560	`cc-by`	Mendeley	Metadata only	Docs Source
nd_iris_0405 ND-IRIS-0405 Iris Image Dataset	Iris Biometrics	biometric_recognitionclassificationdemographic_analysis	64,980	`research-only`	Manual	Metadata only	Docs Source
multieye MultiEYE: OCT-Enhanced Fundus Multi-Disease Benchmark	FundusOct	classification	58,036	`mit`	Huggingface	Metadata only	Docs Source
angioreport AngioReport Fundus Angiography Report Dataset	FundusFundus AngiographyText	report_generationmultilabelclassification	55,361	`unknown`	Manual	Metadata only	Docs Source
casia_iris_v4 CASIA-IrisV4 Iris Image Database	Iris Biometrics	biometric_recognitionclassification	54,601	`cc0`	Manual	Metadata only	Docs Source
ophthalmology_mcqa_v3 Ophthalmology-MCQA-v3	Text	question_answeringtext_generation	51,745	`unknown`	Huggingface	Metadata only	Docs Source
ophthalmology_eqa_v3 Ophthalmology-EQA-v3	Text	question_answeringtext_generation	49,300	`unknown`	Huggingface	Metadata only	Docs Source
ffa_ir FFA-IR Medical Report Dataset	FundusFundus AngiographyText	report_generationtext_generation	47,247	`unknown`	Physionet	Metadata only	Docs Source
ophthalmology_pubmed_corpus Ophthalmology PubMed Corpus	Text	text_generationretrieval	39,794	`unknown`	Huggingface	Metadata only	Docs Source
bidr BiDR: Diabetic Retinopathy Diagnosis Dataset	Fundus	gradingclassification	35,126	`unknown`	Kaggle	Included	Docs Source
dr_arranged Diabetic Retinopathy Arranged Dataset (Tianchi 93926)	Fundus	gradingclassification	35,126	`cc-by-nc-sa`	Manual	Included	Docs Source
mfiddr MFIDDR: Multi-Field Imaging Dataset for Diabetic Retinopathy	Fundus	gradingclassificationmultilabel	34,452	`mit`	Manual	Metadata only	Docs Source
lmod_plus LMOD+ Multimodal Ophthalmology Benchmark	FundusOctExternal EyeSurgical VideoTextTabular	visual_question_answeringclassificationgrading	32,633	`unknown`	Manual	Metadata only	Docs Source
harvard_fairvision Harvard-FairVision (AMD + DR + Glaucoma, paired SLO + OCT)	FundusOct	classification	30,000	`cc-by-nc-nd`	Manual	Metadata only	Docs Source
mario MARIO: AMD-Progression Longitudinal OCT (MICCAI 2024)	Oct	classificationprogression	30,000	`cc-by`	Zenodo	Metadata only	Docs Source
uwhvf UWHVF: University of Washington Humphrey Visual Field	Visual Field	classificationregression	28,943	`cc-by`	Direct	Included	Docs Source
eyeq EyeQ Retinal Image Quality Assessment Dataset	Fundus	qualitygrading	28,792	`unknown`	Github	Metadata only	Docs Source
mmrdr MMRDR: Multi-Modal Retinal Diabetic Retinopathy Dataset	FundusOctUwf Fundus	gradingclassification	24,460	`cc-by`	Figshare	Included	Docs Source
oct_c8 Retinal OCT-C8: 8-Class OCT Classification	Oct	classification	24,000	`unknown`	Kaggle	Included	Docs Source
x_pcr X-PCR Ophthalmology Progressive Clinical Reasoning Benchmark	FundusFundus AngiographyOctExternal EyeRetcamText	visual_question_answeringclassification	18,700	`unknown`	Huggingface	Metadata only	Docs Source
nehut NEH-UT Retinal OCT Dataset	Oct	classification	16,822	`cc-by`	Mendeley	Included	Docs Source
oculoscope OculoScope: Fairer AI in Ophthalmology Dataset	Uwf FundusTabular	classificationmultilabel	16,530	`cc-by`	Figshare	Included	Docs Source
brset BRSET: Brazilian Multilabel Ophthalmological Dataset	Fundus	multilabelclassificationquality	16,266	`research-only`	Physionet	Metadata only	Docs Source
deepeyenet DeepEyeNet (DEN): Fundus Report Generation Dataset	FundusText	classificationmultilabel	15,709	`research-only`	Manual	Metadata only	Docs Source
popeye_nir PopEYE Infrared Ocular Image Dataset	External Eye	classification	14,976	`cc-by`	Zenodo	Metadata only	Docs Source
aod AOD: Augmented Ocular Diseases Dataset	Fundus	classification	14,813	`unknown`	Kaggle	Included	Docs Source
tsukazaki_uwf Tsukazaki Hospital UWF Fundus Dataset	Uwf Fundus	multilabelclassification	13,047	`research-only`	Github	Included	Docs Source
ddr DDR: Diabetic Retinopathy Detection & Grading	Fundus	gradingclassification	12,522	`mit`	Gdrive	Included	Docs Source
smdg SMDG-19: Standardized Multi-channel Glaucoma Benchmark	Fundus	classificationsegmentation	12,449	`cc0`	Kaggle	Metadata only	Docs Source
lag LAG: Large-scale Attention-based Glaucoma Database	Fundus	classificationsegmentation	11,760	`research-only`	Manual	Metadata only	Docs Source
ubiris_v2 UBIRIS.v2 Noisy Visible-Wavelength Iris Database	Iris Biometrics	biometric_recognitionclassification	11,102	`unknown`	Manual	Metadata only	Docs Source
jichi Jichi Medical University Diabetic Retinopathy Dataset	Fundus	gradingclassification	9,939	`cc-by`	Figshare	Metadata only	Docs Source
retina_age_analysis Retina Age Analysis	Fundus	regression	9,857	`mit`	Huggingface	Metadata only	Docs Source
leops_erg LEOPs Light-Adapted Electroretinogram and Oscillatory Potentials Dataset	ElectrophysiologyTabular	classificationregression	9,743	`cc-by`	Mendeley	Metadata only	Docs Source
olives OLIVES: Ophthalmic Labels for Investigating Visual Eye Semantics	OctFundusTabular	multilabelclassification	9,408	`cc-by`	Zenodo	Included	Docs Source
odir2019 ODIR-2019: Ocular Disease Intelligent Recognition	Fundus	multilabelclassification	8,000	`cc-by-sa`	Kaggle	Included	Docs Source
mcoa MCOA: Multimodal Corneal Opacity Assessment Dataset	OctExternal Eye	classificationgrading	6,664	`cc-by`	Figshare	Metadata only	Docs Source
birdshot_wide Birdshot-WIDE Widefield Fundus Dataset	Uwf Fundus	classificationprogression_analysisquality_assessment	6,352	`cc-by`	Manual	Metadata only	Docs Source
rop_ostrava Retinal Image Dataset of Infants and ROP (Ostrava)	Fundus	classification	6,004	`cc-by`	Kaggle	Metadata only	Docs Source
rop_synthetic_mendeley Synthetic Medical Images for ROP Diagnosis	Fundus	classificationsegmentation	5,842	`cc-by`	Mendeley	Metadata only	Docs Source
erdes ERDES: Ocular Ultrasound Video Benchmark (Retinal Detachment + Macula)	Ocular Ultrasound	classification	5,381	`unknown`	Manual	Metadata only	Docs Source
eye_disease_image_mendeley Eye Disease Image Dataset	Fundus	classification	5,335	`cc-by`	Mendeley	Metadata only	Docs Source
mbrset mBRSET: Mobile Brazilian Retinal Dataset	Fundus	gradingclassification	5,164	`research-only`	Physionet	Metadata only	Docs Source
age_challenge AGE — Angle-Closure Glaucoma Evaluation Challenge (AS-OCT)	Oct	classification	4,800	`research-only`	Gdrive	Included	Docs Source
cadis CaDIS: Cataract Dataset for Image Segmentation	Surgical Video	segmentation	4,670	`research-only`	Manual	Metadata only	Docs Source
rasti_oct Rasti OCT Dataset (Noor Eye Hospital, Tehran)	Oct	classification	4,254	`research-only`	Manual	Included	Docs Source
hpmi HPMI: High & Pathological Myopia Identification	Fundus	classification	4,011	`cc-by`	Figshare	Metadata only	Docs Source
oimhs OIMHS: OCT Image Macular Hole Segmentation Dataset	Oct	segmentation	3,859	`cc0`	Figshare	Included	Docs Source
vietai_retinal_disease VietAI Retinal Disease Detection 2020	Fundus	multilabelclassification	3,785	`unknown`	Kaggle	Metadata only	Docs Source
aptos2019 APTOS 2019 Blindness Detection	Fundus	gradingclassification	3,662	`unknown`	Kaggle	Included	Docs Source
ru_medical_texts_ophthalmology Ophthalmology Russian-English Medical Text Translations	Text	translationtext_generation	3,473	`cc-by`	Kaggle	Metadata only	Docs Source
tear_meniscus Multicentre Tear Meniscus Segmentation Dataset	External EyeInfrared	segmentation	3,432	`cc-by`	Figshare	Metadata only	Docs Source
fprm_retina FPRM Multimodal Eye Imaging and Psychological Assessment Dataset	FundusRetinal OximetryPupillometryTabular	classificationquality_assessmentregression	3,361	`research-only`	Manual	Metadata only	Docs Source
uveitis_smote Image Dataset on Eye Diseases Classification with Symptoms and SMOTE Validation	External EyeTabular	classificationtext_generation	3,245	`cc-by`	Mendeley	Metadata only	Docs Source
rfmid RFMiD: Retinal Fundus Multi-disease Image Dataset	Fundus	multilabelclassification	3,200	`cc-by-sa`	Kaggle	Included	Docs Source
drtid DRTiD: Diabetic Retinopathy Two-field Image Dataset	Fundus	gradingclassification	3,100	`research-only`	Manual	Metadata only	Docs Source
eed_astig EED-Astig Pediatric External-Eye Dataset	External EyeTabular	segmentationlandmark_detectionregression	3,088	`research-only`	Manual	Metadata only	Docs Source
amd_sd AMD-SD: OCT Wet AMD Lesion Segmentation Dataset	Oct	segmentation	3,049	`cc-by-nc-nd`	Kaggle	Included	Docs Source
rvo_me RVO-ME: Retinal Vein Occlusion Macular Edema OCT Dataset	Oct	segmentationclassification	3,012	`cc-by`	Figshare	Metadata only	Docs Source
cataract_lmm Cataract-LMM: Large-Scale Multi-Source Multi-Task Cataract Surgery Benchmark	Surgical Video	classificationsegmentationmultilabel	3,000	`cc-by-nc-nd`	Huggingface	Metadata only	Docs Source
dryad_namd_oct_quant Moorfields nAMD Quantitative OCT Biomarker Dataset	TabularOct	regressionprognosisfairness_analysis	2,966	`cc0`	Dryad	Metadata only	Docs Source
periorbital_segmentation Open-Source Periorbital Segmentation Dataset	External Eye	segmentationmeasurement	2,842	`cc-by`	Zenodo	Metadata only	Docs Source
oct_fundus_dme_dr_mexico OCT and Eye Fundus Dataset for DME and DR	FundusOct	classificationgrading	2,661	`unknown`	Github	Metadata only	Docs Source
oct_macular_hole_postsurgery HD-OCT of Macular Hole Before and After Surgery	Oct	regressionclassification	2,658	`unknown`	Kaggle	Metadata only	Docs Source
slid SLID: Slit-Lamp Image Dataset	External Eye	segmentationclassification	2,617	`unknown`	Direct	Metadata only	Docs Source
ghana_eye_screening Eye Screening Data for First-Year University Students in Ghana	Tabular	classificationregression	2,494	`cc-by-nc-nd`	Mendeley	Metadata only	Docs Source
ophnet2024 OphNet2024: Ophthalmic Surgical Video Dataset	Surgical Video	classificationphase_recognitiondetection	2,278	`cc-by-nc-sa`	Huggingface	Included	Docs Source
deepdrid DeepDRiD: Diabetic Retinopathy Grading and Image Quality Dataset	FundusUwf Fundus	gradingclassificationquality	2,256	`cc-by-sa`	Zenodo	Included	Docs Source
fiqs FIQS: Fundus Image Quality Scores Dataset	Fundus	qualitygradingregression	2,246	`cc-by`	Figshare	Metadata only	Docs Source
mured MuReD: Multi-label Retinal Diseases Dataset	Fundus	multilabelclassification	2,208	`cc-by`	Mendeley	Metadata only	Docs Source
uwf_tumor UWF Fundus Intraocular Tumor Dataset	Uwf Fundus	classification	2,031	`cc-by`	Figshare	Included	Docs Source
amdnet23 AMDNet23 Fundus Image Dataset for AMD Detection	Fundus	classification	2,000	`cc-by`	Mendeley	Metadata only	Docs Source
octdl OCTDL: OCT Deep Learning Dataset	Oct	classification	2,000	`cc-by`	Mendeley	Included	Docs Source
refuge2 REFUGE2 — Retinal Fundus Glaucoma Challenge 2	Fundus	classificationsegmentation	2,000	`research-only`	Gdrive	Included	Docs Source
thoct1800 THOCT1800 Retinal OCT Dataset	Oct	classification	1,800	`research-only`	Github	Metadata only	Docs Source
bmrd Bangladesh Multi-Disease Retinal Dataset	Fundus	classificationgrading	1,786	`cc-by`	Mendeley	Metadata only	Docs Source
messidor2 MESSIDOR-2	Fundus	gradingclassification	1,748	`research-only`	Manual	Included	Docs Source
oct_ms_jhu OCT Retinal Layer Segmentation — MS & Healthy Controls (JHU/IACL)	Oct	segmentation	1,715	`cc-by-nc-nd`	Direct	Included	Docs Source
oct5k OCT5k: Multi-Disease Retinal Layer Annotations	Oct	segmentationclassification	1,672	`cc0`	Direct	Metadata only	Docs Source
uwf_dr_peng UWF Fundus DR Dataset (Peng et al., 2026)	Uwf Fundus	gradingclassification	1,630	`cc-by`	Figshare	Metadata only	Docs Source
dryad_uveal_melanoma_coog2 COOG2.1 Uveal Melanoma Prognostic Dataset	Omics	classificationsurvival_analysisprognosis	1,577	`cc0`	Dryad	Metadata only	Docs Source
hyamd HYAMD High-Resolution Fundus Image Dataset for AMD Diagnosis	Fundus	classification	1,560	`unknown`	Physionet	Metadata only	Docs Source
farfum_rop FARFUM-ROP: Fundus Annotation Repository for Retinopathy of Prematurity	Fundus	classification	1,533	`cc-by`	Figshare	Included	Docs Source
corn1500 CORN-1500: Corneal Nerve Tortuosity Grading	Confocal	gradingclassification	1,500	`unknown`	Manual	Included	Docs Source
intraretinal_cystoid_fluid Intraretinal Cystoid Fluid OCT Segmentation Dataset	Oct	segmentation	1,460	`cc-by-nc-sa`	Kaggle	Metadata only	Docs Source
cornorb CornOrb: Orbscan Corneal Topography and Clinical Annotations	Corneal Topography	classification	1,454	`cc-by`	Zenodo	Metadata only	Docs Source
perg_ioba PERG-IOBA Ocular Electrophysiology Dataset	ElectrophysiologyTabular	classificationregression	1,354	`odc-by`	Physionet	Metadata only	Docs Source
chaksu CHAKSU: Multi-Device Glaucoma Fundus Dataset	Fundus	classificationsegmentation	1,345	`cc-by`	Figshare	Metadata only	Docs Source
msila_fundus_dr M'Sila Retinal Fundus Dataset for Diabetic Retinopathy Classification	Fundus	classificationgrading	1,335	`cc-by`	Zenodo	Metadata only	Docs Source
sustech_sysu SUSTech-SYSU Diabetic Retinopathy + Exudate Dataset	Fundus	gradingsegmentationclassification	1,219	`cc-by`	Figshare	Metadata only	Docs Source
adam_challenge ADAM — Automatic Detection of AMD Challenge	Fundus	classificationsegmentation	1,200	`research-only`	Gdrive	Included	Docs Source
palm PALM — iChallenge Pathologic Myopia	Fundus	classificationsegmentation	1,200	`research-only`	Gdrive	Included	Docs Source
refuge1_multirater REFUGE Multi-Rater — Glaucoma with Multi-Expert Annotations	Fundus	classificationsegmentation	1,200	`cc-by-nc-sa`	Gdrive	Included	Docs Source
refuge2018 REFUGE 2018: Retinal Fundus Glaucoma Challenge	Fundus	classificationsegmentation	1,200	`research-only`	Manual	Included	Docs Source
as_oct_keratitis AS-OCT Keratitis Segmentation Dataset	Oct	segmentation	1,168	`cc0`	Figshare	Metadata only	Docs Source
aroi AROI: Annotated Retinal OCT Images Database	Oct	segmentation	1,136	`research-only`	Gdrive	Included	Docs Source
grape GRAPE: Glaucoma Real-world Appraisal Progression Ensemble	FundusOctVisual FieldTabular	regressionsegmentationclassification	1,115	`cc0`	Figshare	Included	Docs Source
maetschke_glaucoma_oct OCT Volumes for Glaucoma Detection	Oct	classification	1,110	`cc-by-nc`	Zenodo	Metadata only	Docs Source
rop_uwf_intelligent Fundus Dataset for Intelligent ROP System	Fundus	gradingclassification	1,099	`cc-by`	Figshare	Metadata only	Docs Source
g1020 G1020: Glaucoma Benchmark Fundus Dataset	Fundus	classification	1,020	`cc-by`	Kaggle	Included	Docs Source
cataract1k Cataract-1K: Large-Scale Cataract Surgery Video Dataset	Surgical Video	phase_recognitionsegmentationdetection	1,000	`research-only`	Manual	Included	Docs Source
harvard_gdp Harvard GDP: Glaucoma Detection and Progression Dataset	OctVisual FieldTabular	classificationprogression	1,000	`cc-by-nc-nd`	Gdrive	Included	Docs Source
harvard_glaucoma Harvard Glaucoma Fundus Image Dataset	Fundus	classification	1,000	`cc0`	Direct	Included	Docs Source
jsiec JSIEC Fundus Photo Dataset	Fundus	classification	1,000	`unknown`	Zenodo	Included	Docs Source

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