Table 1 The summary of the training set and validation set for mine safety helmet.

Collection statistics	Characteristics	Training set						Validation set
	Years	2020 to 2023						2020 to 2023
	Data size(MB)	2247.41						570.07
	Data size(MB)	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count	Scenario	Count
Dataset label	Mine Safety Helmet	1	2783	30	26	59	90	1	716	30	6	59	18
		2	1099	31	29	60	2	2	252	31	8	60	2
		3	1636	32	36	61	28	3	398	32	7	61	9
		4	106	33	301	62	22	4	20	33	84	62	3
		5	1	34	8	63	5	5	0	34	3	63	3
		6	313	35	18	64	2	6	74	35	4	64	0
		7	55	36	115	65	29	7	9	36	25	65	5
		8	518	37	69	66	50	8	119	37	13	66	16
		9	229	38	14	67	88	9	50	38	5	67	25
		10	122	39	3	68	87	10	25	39	1	68	24
		11	68	40	10	69	19	11	14	40	2	69	5
		12	143	41	21	70	17	12	35	41	9	70	2
		13	240	42	5	71	1235	13	60	42	1	71	302
		14	224	43	27	72	7	14	56	43	3	72	0
		15	75	44	5	73	10	15	30	44	4	73	3
		16	893	45	59	74	211	16	42	45	14	74	59
		17	35	46	4	75	234	17	215	46	0	75	54
		18	54	47	5	76	169	18	11	47	0	76	51
		19	67	48	15	77	94	19	19	48	3	77	33
		20	44	49	83	78	4	20	8	49	21	78	1
		21	78	50	8	79	5	21	13	50	0	79	6
		22	102	51	7	80	38	22	18	51	0	80	12
		23	107	52	54	81	183	23	29	52	22	81	45
		24	49	53	899	82	295	24	17	53	232	82	75
		25	69	54	32	83	2	25	14	54	12	83	0
		26	241	55	207	84	1316	26	65	55	59	84	322
		27	171	56	49	85	11	27	40	56	11	85	0
		28	47	57	5			28	10	57	1
		29	143	58	14			29	36	58	4
		Total	16093					Total	4024

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