Table 3.
mAP for all class detection validation.
| Model | mAP | Precision | Recall |
|---|---|---|---|
| yolov5n | 0.609 | 0.810 | 0.832 |
| yolov5s | 0.672 | 0.856 | 0.869 |
| yolov5m | 0.718 | 0.921 | 0.851 |
| yolov5l | 0.700 | 0.889 | 0.893 |
| yolov5x | 0.750 | 0.951 | 0.865 |
mAP for all class detection validation.
| Model | mAP | Precision | Recall |
|---|---|---|---|
| yolov5n | 0.609 | 0.810 | 0.832 |
| yolov5s | 0.672 | 0.856 | 0.869 |
| yolov5m | 0.718 | 0.921 | 0.851 |
| yolov5l | 0.700 | 0.889 | 0.893 |
| yolov5x | 0.750 | 0.951 | 0.865 |