Table 3.
Distribution of the retinal lesions in all datasets
| Dataset | Normal | WWOP | PSD | CRT | LD | RB | RRD | Total |
|---|---|---|---|---|---|---|---|---|
| Training dataset (original) | ||||||||
| Image | 389 | 404 | 159 | 97 | 473 | 595 | 306 | 2374 |
| Retinal lesion | 0 | 423 | 217 | 106 | 547 | 670 | 391 | 2354 |
| Training dataset (augmented) | ||||||||
| Image | 4835 | 3984 | 2251 | 2213 | 2281 | 4789 | 4641 | 24,602 |
| Retinal lesion | 0 | 4159 | 3099 | 2526 | 2616 | 5414 | 4787 | 22,601 |
| Test dataset 1 | ||||||||
| Image | 40 | 47 | 29 | 21 | 50 | 57 | 26 | 248 |
| Retinal lesion | 0 | 55 | 41 | 26 | 69 | 68 | 28 | 287 |
| Test dataset 2 | ||||||||
| Image | 122 | 76 | 63 | 54 | 91 | 138 | 52 | 586 |
| Retinal lesion | 0 | 94 | 76 | 73 | 112 | 180 | 65 | 600 |
WWOP white without pressure, PSD paving-stone degeneration, CRT cystic retinal tuft, LD lattice degeneration, RB retinal break, RRD rhegmatogenous retinal detachment