Table 1 Performance comparison of target detection algorithms.
From: Vehicle speed measurement method using monocular cameras
Models | Param (M) | FLOPs (G) | mAPval50–95 | FPS/frame∙s−1 |
|---|---|---|---|---|
YOLO v7 | 36.9 | 104.7 | 52.9 | 11.3 |
YOLO v8 | 68.2 | 257.8 | 53.9 | 9.1 |
YOLO v9 | 58.1 | 192.5 | 54.4 | 7.9 |
YOLO v10 | 29.5 | 160.4 | 54.4 | 10.4 |
YOLO v11 | 56.9 | 194.9 | 54.7 | 10.2 |
