Research Article
Ensemble Framework of Deep CNNs for Diabetic Retinopathy Detection
Table 1
Dataset samples in each dataset.
| Dataset/class | 0 | 1 | 2 | 3 | 4 | Total |
| Original | 25810 | 2443 | 5292 | 873 | 708 | 35126 | Balanced | 25810 | 25810 | 25810 | 25810 | 25810 | 129050 | Training | 16518 | 16518 | 16518 | 16518 | 16518 | 82590 | Dataset_1 | 5506 | 5506 | 5506 | 5506 | 5506 | 27530 | Dataset_2 | 5506 | 5506 | 5506 | 5506 | 5506 | 27530 | Dataset_3 | 5506 | 5506 | 5506 | 5506 | 5506 | 27530 | Test | 5160 | 5160 | 5160 | 5160 | 5160 | 25800 | Valid | 4132 | 4132 | 4132 | 4132 | 4132 | 20660 |
|
|