Table 6.

The comparison results of different methods.

Model	HE-Yolo	Literature [3]	Literature [7]	Literature [12]
mAP (%)	97.43	97.17	96.33	96.86
The training convergence epoch	65	74	86	58
The single-frame recognition time (s)	0.045	0.075	0.028	0.175