Research Article
An Effective Method for Detecting and Classifying Diabetic Retinopathy Lesions Based on Deep Learning
Table 3
The number of images in datasets and the number of training and test images used for detection and classification.
| | Dataset | Total images | Number of images for detection stage training | Number of images for detection stage testing | Number of images for classification stage training | Number of images for classification stage testing |
| | Kaggle | 80,000 | 100 | 4900 | 3920 | 980 | | MESSIDOR | 1200 | 100 | 1100 | 880 | 220 | | IDRiD | 516 | 100 | - | - | - | | DIARETDB | 219 | 100 | - | - | - |
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