Research on Pedestrian Detection Algorithm Based on MobileNet-YoLo

Table 7

MobileNet-YoLo ablation experiment.

MobileNetv3	MFF	CBAM	DS Conv	mAP (%)	Speed (FPS)	Params (MB)
				68.17	107.76	5.92
			✔	67.52	114.94	4.09
✔			✔	70.33	77.37	3.15
✔	✔		✔	71.04	75.54	3.19
		✔	✔	71.22	109.21	4.14
✔	✔	✔	✔	73.17	73.39	3.23