This table presents the class breakdown (healthy and glaucoma), the image type, and the glaucoma types.
- UG = Unspecified Glaucoma
- OAG = Open Angle Glaucoma
- CAG = Closed Angle Glaucoma
- CSG = Chronic Simple Glaucoma
- RG = Referable Glaucoma
- NTG = Normal Tension Glaucoma
- HTG = High Tension Glaucoma
- EG = Early Glaucoma
- MG = Moderate Glaucoma
- DG = Deep/Severe/Advanced Glaucoma
- SG = Suspect Glaucoma
- OCT = Ocular Coherence Tomography
- AS-OCT = Anterior Segment OCT
- SD-OCT = Spectral Domain OCT
- *Contains other non-glaucoma diseases.
Dataset | Total Healthy | Total Glaucoma | Image Type | Glaucoma Types |
---|---|---|---|---|
AGE | 0 | 4800 | AS-OCT | CAG, OAG |
ACRIMA | 309 | 396 | Cropped Fundus | UG |
BEH | 463 | 171 | Full Fundus | UG |
BIOMISA (fundus) | 18 | 32 | Full Fundus | SG, UG |
BIOMISA (OCT) | 18 | 32 | SD-OCT | SG, UG |
Chaksu-IMAGE | 1157 | 188 | Full Fundus | SG, UG |
CRFO-v4 (fundus) | 30 | 48 | Full Fundus | UG |
CRFO-v4 (OCT) | 13 | 28 | SD-OCT | UG |
DRISHTI-GS1 (test) | 13 | 38 | Full Fundus | UG |
DRISHTI-GS1 (train) | 18 | 32 | Full Fundus | UG |
DR-HAGIS | 0 | 10 | Full Fundus | UG |
EyePACS-AIROGS (train) | 98172 | 3270 | Full Fundus | RG |
EyePACS-AIROGS-light (train) | 2500 | 2500 | Full Fundus | RG |
EyePACS-AIROGS-light (val) | 270 | 270 | Full Fundus | RG |
EyePACS-AIROGS-light (test) | 500 | 500 | Full Fundus | RG |
FIVES | 200 | 200 | Full Fundus | CAG, OAG |
G1020 | 724 | 296 | Full Fundus | UG |
GRAPE | 0 | 631 | Cropped and Full Fundus | OAG, CAG |
HARVARD-GF-TRAIN | unknown (2100 total) | unknown (2100 total) | 3D OCT B-scans | UG |
HARVARD-GF-VAL | unknown (300 total) | unknown (300 total) | 3D OCT B-scans | UG |
HARVARD-GF-TEST | unknown (900 total) | unknown (900 total) | 3D OCT B-scans | UG |
HRF | 15 | 15 | Full Fundus | UG |
INSPIRE-AVR (test) | 0 | 40 | Full Fundus | OAG |
INSPIRE-S (fundus) | 0 | 30 | Stereo Fundus | UG |
INSPIRE-S (OCT) | 0 | 30 | Depth OCT | UG |
JSIEC-1000 | 38 | 13 | Full Fundus | SG |
KEH | 788 | 756 | Cropped Fundus | DG, EG |
LAG | 3882 | 4875 | Full Fundus | UG |
LES-AV | 11 | 11 | Full Fundus | NTG, OAG |
Leuven-Haifa HRF | 56? | 138? | Full Fundus | NTG, HTG |
MSHF | 26 | 52 | Full Fundus | UG |
OCTV | 263 | 847 | OCT Volume | OAG |
OIA-ODIR (test-offline) | 435 | 36 | Full Fundus | UG |
OIA-ODIR (test-online) | 843 | 58 | Full Fundus | UG |
OIA-ODIR (train) | 3038 | 200 | Full Fundus | UG |
ORIGA-light | 482 | 168 | Full Fundus | UG |
PAPILA | 333 | 155 | Full Fundus | CSG, SG |
REFUGE1 | 1080* | 120 | Full Fundus | NTG, OAG |
REFUGE2 | 1720* | 280 | Full Fundus | NTG, OAG |
RIM-ONE-r1 | 118 | 40 | Cropped Fundus | DG, EG, MG |
RIM-ONE-r2 | 255 | 200 | Cropped Fundus | UG |
RIM-ONE-DL (hospital-train) | 195 | 116 | Cropped Fundus | DG, EG, MG, SG, UG |
RIM-ONE-DL (hospital-test) | 118 | 56 | Cropped Fundus | DG, EG, MG, SG, UG |
SIGF | 3303 | 368 | Cropped Fundus | UG |
sjchoi86-HRF | 300 | 101 | Full Fundus | UG |
SMDG (v19) | 7499 | 4946 | Full Fundus | many |
VEIRC | 225 | 139 | Full Fundus | UG |