Table 1.
Classes | Original Dataset | Balanced Dataset |
Training Set | Validation Set | Augmented Dataset | Test Set |
---|---|---|---|---|---|---|
Healthy | 597 | 597 | 429 | 119 | 1644 | 49 |
Scab | 592 | 592 | 428 | 118 | 1638 | 46 |
Rust | 622 | 622 | 444 | 124 | 1704 | 54 |
Ring rot | 153 | 612 | 441 | 122 | 1641 | 49 |
Panonychus ulmi | 177 | 708 | 505 | 141 | 1883 | 62 |
Total | 2141 | 3131 | 2247 | 624 | 8510 | 260 |