Table 6 Comparison of different class of tomato diseases and pests
From: Early real-time detection algorithm of tomato diseases and pests in the natural environment
Class | Average precision/% | |||
|---|---|---|---|---|
YOLOv3 | The improved YOLOv3 | |||
the front side of leaves | the back side of leaves | the front side of leaves | the back side of leaves | |
Early blight | 88.73 | 88.65 | 90.51 | 90.36 |
Late blight | 89.59 | 89.32 | 90.98 | 90.35 |
Powdery mildew | 91.08 | 92.13 | 92.14 | 92.65 |
Spot blight | 90.66 | 90.02 | 92.05 | 91.68 |
Gray mold | 90.54 | 90.23 | 91.12 | 90.84 |
Leaf mold | 90.13 | 90.69 | 91.07 | 91.92 |
Gray leaf spot | 91.89 | 91.21 | 93.63 | 93.15 |
Leaf miner | 86.13 | 85.29 | 92.31 | 92.01 |
Whitefly | 86.26 | 85.38 | 92.52 | 92.16 |