Table 2 Results of the proposed method for each category on the disease dataset
From: Attention-optimized DeepLab V3 + for automatic estimation of cucumber disease severity
Methods | IoU (%) | F-1 (%) | ||||
|---|---|---|---|---|---|---|
Background | Leaf | Lesion | Background | Leaf | Lesion | |
Baseline | 69.67 | 85.96 | 47.35 | 82.12 | 91.67 | 64.27 |
Baseline + TL | 83.13 | 89.77 | 49.50 | 90.79 | 94.61 | 66.23 |
Baseline + HA | 86.97 | 91.81 | 55.70 | 93.03 | 95.73 | 71.55 |
Baseline + TL + HA (Proposed) | 89.01 | 94.14 | 60.55 | 94.18 | 96.98 | 75.43 |