Table 7 Complexity analysis of different DL Methods (Normalized values).

Sl. No	Specific purpose	Training data set (80%)	Testing data set (20%)	Technique	Training time (s)	Testing time (s)	Response time (ms)
1	Face Mask Wearing	8400	2100	VGG-16	1	0.945	1
				RESNET-50	0.940	0.939	0.938
				MOBILENET	0.970	0.945	0.970
				YOLOV4-SENet	0.163	0.15	0.246
2	Improper wearing of Face Mask	2496	623	RESNET-50	0.322	0.975	0.258
				MOBILENET	0.354	1	0.291
				YOLOV4-SENet	0.099	0.102	0.232
3	Classification of Face Mask	3897	972	CNN	0.209	0.579	0.175
				RESNET-50	0.322	0.786	0.276
				MOBILENET	0.344	0.817	0.297
				YOLOV4-SENet	0.098	0.098	0.218
4	Social Distance Detection	6147	1455	RESNET-50	0.451	0.695	0.426
		5765	1057	MOBILENET	0.483	0.719	0.459
		3897	972	SOCIAL DISTANCINGNET-19	0.440	0.695	0.415
		6147	1455	YOLOV4-SENet	0.091	0.095	0.218
5	Contact Tracing	12675	3075	DT	0.774	0.524	0.795
		12675	3075	RF	0.774	0.524	0.795
		12675	3075	LR	0.774	0.524	0.795
		12675	3075	SVM	0.774	0.524	0.795
		3897	972	VGG-16	0.215	0.560	0.188
		5765	1057	MOBILENET	0.284	0.573	0.256
		6147	1455	RESNET-50	0.301	0.597	0.271
		12675	3075	YOLOV4-SENet	0.096	0.101	0.225

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