Table 1 Results of the proposed method on the test dataset
From: Attention-optimized DeepLab V3 + for automatic estimation of cucumber disease severity
Methods | Baseline | TL | HA | Acc (%) | MIoU (%) | FWIoU (%) | R2 | RMSE |
|---|---|---|---|---|---|---|---|---|
Baseline | √ | 88.24 | 67.22 | 79.16 | 0.7754 | 3.0093 | ||
Baseline + TL | √ | √ | 92.75 | 74.13 | 86.82 | 0.8477 | 2.7365 | |
Baseline + HA | √ | √ | 94.24 | 78.16 | 89.52 | 0.9042 | 2.8739 | |
Baseline + TL + HA (Proposed) | √ | √ | √ | 95.64 | 81.23 | 91.89 | 0.9578 | 1.1385 |