表 2. Contrast experiment.
对比实验
| Number | Models | mAP@0.5(%) | Par | 浮点运算数/GFLOPs | 帧率/FPS |
| 注:最优数据用加粗表示 | |||||
| 1 | Faster R-CNN | 86.2 | 137.1E06 | 370.2 | 26.1 |
| 2 | SSD | 91.7 | 26.3E06 | 62.8 | 82.7 |
| 3 | YOLOv5s | 87.0 | 7.0E06 | 16.0 | 77.5 |
| 4 | EMC-YOLOv8n | 95.2 | 3.7E06 | 9.0 | 238.0 |
对比实验
| Number | Models | mAP@0.5(%) | Par | 浮点运算数/GFLOPs | 帧率/FPS |
| 注:最优数据用加粗表示 | |||||
| 1 | Faster R-CNN | 86.2 | 137.1E06 | 370.2 | 26.1 |
| 2 | SSD | 91.7 | 26.3E06 | 62.8 | 82.7 |
| 3 | YOLOv5s | 87.0 | 7.0E06 | 16.0 | 77.5 |
| 4 | EMC-YOLOv8n | 95.2 | 3.7E06 | 9.0 | 238.0 |