| 数据集 |
网络结构 |
精确率(P) |
召回率(R) |
精度AP50 |
精度AP50-95 |
| Dataset1 |
FS-YOLOv5s + CBAM_L1 |
0.557 |
1 |
0.912 |
0.696 |
| FS-YOLOv5s + CBAM_L2 |
0.346 |
0.75 |
0.79 |
0.611 |
|
| FS-YOLOv5s + CBAM_L3 |
0.775 |
1 |
0.995 |
0.821 |
|
| Dataset2 |
FS-YOLOv5s + CBAM_L1 |
0.981 |
0.9 |
0.986 |
0.665 |
| FS-YOLOv5s + CBAM_L2 |
0.882 |
1 |
0.968 |
0.673 |
|
| FS-YOLOv5s + CBAM_L3 |
0.997 |
1 |
0.995 |
0.634 |