TABLE 1.
Datasets used in this work.
| Two-class datasets | |||||
|---|---|---|---|---|---|
| Dataset name | Image format | Resolution | Normal | Glaucoma | |
| Affected | |||||
| ACRIMA; Diaz-Pinto et al. (2019b) | JPG | 2048 × 1536 | 309 | 396 | |
| RIM-ONE; Fumero et al. (2011) | JPG | 2144 × 2144 | 255 | 200 | |
| Three-class datasets | |||||
|---|---|---|---|---|---|
| Dataset name | Image format | Resolution | Normal | Early | Advanced |
| Harvard | PNG | 240 × 240 | 788 | 289 | 467 |
| dataverse (HVD); Kim. (2018) | |||||
| Drishti; Sivaswamy et al. (2014) | PNG | 2048 × 2048 | 29 | 15 | 83 |