Mask Detection and Social Distance Identification Using Internet of Things and Faster R-CNN Algorithm

Table 1

Classnames in the dataset with images divided into training and testing dataset.

S. no.	Classname	Count of training classname (training dataset)	Count of testing classname (testing dataset)
1	balaclava_ski_mask	31	15
2	Eyeglasses	1150	563
3	face_no_mask	1481	724
4	face_other_covering	1192	583
5	face_shield	88	43
6	face_with_mask	5183	2539
7	face_with_mask_incorrect	291	142
8	gas_mask	37	18
9	Goggles	153	75
10	hair_net	334	163
11	Hat	1038	508
12	Helmet	137	67
13	Hijab_niqab	331	162
14	Hood	165	81
15	mask_colorful	1618	792
16	mask_surgical	4093	2004
17	Others	12	6
18	Scarf_bandana	210	103
19	Sunglasses	325	159
20	Turban	131	64
Total		18000	8811