模型 | 准确率/% | 召回率/% | mAP_0.5/% | 模型大小/MB |
Base_YOLOv5s | 85.20 | 83.30 | 86.00 | 14.00 |
YOLOv5s+HSV | 88.92 | 84.13 | 88.05 | 13.67 |
YOLOv5s+A2-Nets | 86.37 | 86.39 | 87.49 | 13.28 |
YOLOv5s+HSV+A2-Nets | 91.46 | 91.48 | 92.84 | 13.75 |
Ours_YOLOv5s | 94.58 | 92.49 | 93.74 | 13.16 |