Table 1 Summarization of publicly available retinal vessel segmentation datasets.
From: FIVES: A Fundus Image Dataset for Artificial Intelligence based Vessel Segmentation
Dataset | Year | Number | Resolution | Disease | Annotators | |
|---|---|---|---|---|---|---|
STARE | 2000 | 20 | 605 × 700 | 10 healthy, 10 diseases | 2 | |
DRIVE | 2004 | 40 | 768 × 584 | 33 healthy, 7 DR | 3 | |
ARIA | 2006 | 161 | 576 × 768 | 61 healthy, 59 DR, 23 AMD | 2 | |
REVIEW | HRIS | 2008 | 4 | 3584 × 2438 | 16 DR | 3 |
VDIS | 8 | 1360 × 1024 | ||||
CLRIS | 2 | 2160 × 1440 | ||||
KPIS | 2 | 288 × 119, 170 × 92 | ||||
CHASEDB1 | 2011 | 28 | 990 × 960 | 28 healthy | 2 | |
FIVES (proposed) | 2021 | 800 | 2048 × 2048 | 200 healthy, 200 AMD, 200 DR, 200 glaucoma | Group | |
