Table 5 Comparison of different lightweight networks.
From: Potato late blight leaf detection in complex environments
Modules | AP@0.5 / % | Params/\(10^{6}\) | FLOPs /\(10^{6}\) | FPS |
|---|---|---|---|---|
YOLOv5s | 74.43 | 7.02 | 15.94 | 44 |
YOLOv3-tiny | 69.31 | 8.67 | 12.99 | 87 |
YOLOv5-ghost38 | 73.89 | 3.46 | 7.21 | 48 |
Proposed method | 77.65 | 3.87 | 8.43 | 51 |
