Table 4.
Metrics for vegetation class detection.
| Model | Precision | Recall | F1-Score | AP |
|---|---|---|---|---|
| yolov5n | 0.795 | 0.583 | 0.673 | 0.337 |
| yolov5s | 0.878 | 0.600 | 0.713 | 0.379 |
| yolov5m | 0.929 | 0.650 | 0.765 | 0.427 |
| yolov5l | 0.771 | 0.617 | 0.685 | 0.411 |
| yolov5x | 0.726 | 0.750 | 0.738 | 0.454 |
Metrics for vegetation class detection.
| Model | Precision | Recall | F1-Score | AP |
|---|---|---|---|---|
| yolov5n | 0.795 | 0.583 | 0.673 | 0.337 |
| yolov5s | 0.878 | 0.600 | 0.713 | 0.379 |
| yolov5m | 0.929 | 0.650 | 0.765 | 0.427 |
| yolov5l | 0.771 | 0.617 | 0.685 | 0.411 |
| yolov5x | 0.726 | 0.750 | 0.738 | 0.454 |