Table 1.

Training model parameters and evaluation results of the four models.

Model	Layer	Parameters	GFLOPs	Top 1	Top 2	Time (hh:mm)
Yolov5m	212	11.7 M	30.9	0.997	1	00:52
YOLOv5-ResNet-50	151	23.5 M	67.5	0.993	1	00:58
YOLOv5-ResNet-101	287	42.5 M	128.4	0.997	1	01:13
YOLOv5-EfficientNet-B0	337	4.0 M	7.3	0.993	1	00:50