Table 9.

The comparative experiments of AP of different models in three categories.

Sort	Size	IOU	Face	Face_Mask	WMI
Proposed work	416 × 416	AP@.50	0.979	0.995	0.973
	416 × 416	AP@.75	0.978	0.995	0.983
	416 × 416	AP@.50:.95	0.767	0.939	0.834
YOLO-v4	416 × 416	AP@.50	0.943	0.969	0.944
	416 × 416	AP@.75	0.680	0.899	0.800
	416 × 416	AP@.50:.95	0.541	0.740	0.670
YOLO-v3	416 × 416	AP@.50	0.921	0.981	0.941
	416 × 416	AP@.75	0.617	0.888	0.835
	416 × 416	AP@.50:.95	0.559	0.789	0.724
SSD	300 × 300	AP@.50	0.941	0.986	0.988
	300 × 300	AP@.75	0.503	0.920	0.926
	300 × 300	AP@.50:.95	0.518	0.789	0.790
Faster R-CNN	600 × 600	AP@.50	0.943	0.974	0.950
	600 × 600	AP@.75	0.700	0.927	0.866
	600 × 600	AP@.50:.95	0.612	0.824	0.769