id	sid	eid	entity	type
ajst-24867	1	1	academic journal of science and technology issn	ORG
ajst-24867	1	2	2771-3032	CARDINAL
ajst-24867	2	1	12	CARDINAL
ajst-24867	2	2	1	CARDINAL
ajst-24867	2	3	2024 80	DATE
ajst-24867	2	4	haiyang qin 1	PERSON
ajst-24867	2	5	2	DATE
ajst-24867	2	6	gongquan tan 1	PERSON
ajst-24867	2	7	2	DATE
ajst-24867	2	8	hao deng 1	PERSON
ajst-24867	2	9	2	DATE
ajst-24867	2	10	dayang cai 1,	PERSON
ajst-24867	2	11	2	DATE
ajst-24867	2	12	wang 1	PERSON
ajst-24867	2	13	2	CARDINAL
ajst-24867	2	14	1	CARDINAL
ajst-24867	2	15	2	DATE
ajst-24867	2	16	teng hu 1	PERSON
ajst-24867	2	17	2 1	CARDINAL
ajst-24867	2	18	sichuan university of science & engineering	ORG
ajst-24867	2	19	644000	CARDINAL
ajst-24867	2	20	china 2	ORG
ajst-24867	2	21	sichuan province	GPE
ajst-24867	2	22	sichuan university of science & engineering	ORG
ajst-24867	2	23	644000	CARDINAL
ajst-24867	2	24	china	GPE
ajst-24867	5	1	firstly	ORDINAL
ajst-24867	6	1	secondly	ORDINAL
ajst-24867	8	1	infiray infrared	ORG
ajst-24867	8	2	3.4	CARDINAL
ajst-24867	8	3	11.8%	PERCENT
ajst-24867	8	4	8%	PERCENT
ajst-24867	10	1	1	CARDINAL
ajst-24867	12	1	night	TIME
ajst-24867	15	1	3	CARDINAL
ajst-24867	15	2	4	CARDINAL
ajst-24867	15	3	5	CARDINAL
ajst-24867	18	1	cnn	ORG
ajst-24867	19	1	6-8	CARDINAL
ajst-24867	20	1	zhang et al	PERSON
ajst-24867	21	1	gu jiaojiao et al	PERSON
ajst-24867	22	1	cnn	ORG
ajst-24867	23	1	zhang shen et al	PERSON
ajst-24867	23	2	mobilenetv3	FAC
ajst-24867	27	1	2	CARDINAL
ajst-24867	27	2	yolov8	PERSON
ajst-24867	28	1	yolov5	PERSON
ajst-24867	28	2	two	CARDINAL
ajst-24867	29	1	81	CARDINAL
ajst-24867	29	2	bce	PERSON
ajst-24867	30	1	yolov8	PRODUCT
ajst-24867	32	1	fpn+pan	ORG
ajst-24867	33	1	five	CARDINAL
ajst-24867	34	1	yolov8	PRODUCT
ajst-24867	34	2	1	CARDINAL
ajst-24867	35	1	conv c2f conv c2f conv c2f conv c2f conv c2f	ORG
ajst-24867	35	2	c2f conv c2f conv c2f	ORG
ajst-24867	35	3	640x640	CARDINAL
ajst-24867	35	4	1	CARDINAL
ajst-24867	36	1	3	CARDINAL
ajst-24867	36	2	conv c2f conv c2f	ORG
ajst-24867	39	1	640x640	CARDINAL
ajst-24867	39	2	2	CARDINAL
ajst-24867	39	3	2	CARDINAL
ajst-24867	39	4	firstly	ORDINAL
ajst-24867	40	1	secondly	ORDINAL
ajst-24867	42	1	3.1	CARDINAL
ajst-24867	43	1	80	CARDINAL
ajst-24867	43	2	yolov8	PERSON
ajst-24867	44	1	160	CARDINAL
ajst-24867	47	1	3	CARDINAL
ajst-24867	48	1	640x640	CARDINAL
ajst-24867	48	2	160x160	CARDINAL
ajst-24867	48	3	3	CARDINAL
ajst-24867	48	4	3.2	CARDINAL
ajst-24867	49	1	iou	PERSON
ajst-24867	50	1	0	CARDINAL
ajst-24867	50	2	1	CARDINAL
ajst-24867	51	1	1	CARDINAL
ajst-24867	51	2	gtb	ORG
ajst-24867	52	1	iou	PERSON
ajst-24867	53	1	13	CARDINAL
ajst-24867	55	1	0, o ,	DATE
ajst-24867	55	2	1	DATE
ajst-24867	55	3	iou	PERSON
ajst-24867	55	4	iou iou iou       	PERSON
ajst-24867	55	5		PERSON
ajst-24867	55	6	2	CARDINAL
ajst-24867	55	7	ocaler focaler ioul	ORG
ajst-24867	56	1	3	CARDINAL
ajst-24867	57	1	14	CARDINAL
ajst-24867	58	1	mpdiou	PERSON
ajst-24867	58	2	82	CARDINAL
ajst-24867	58	3	two	CARDINAL
ajst-24867	59	1	2 2	CARDINAL
ajst-24867	60	1	4	CARDINAL
ajst-24867	60	2	2	CARDINAL
ajst-24867	60	3	bprd	GPE
ajst-24867	60	4	bprd gtd x	PERSON
ajst-24867	60	5	5	CARDINAL
ajst-24867	60	6	2	CARDINAL
ajst-24867	60	7	bprd	GPE
ajst-24867	60	8	bprd gtd x	PERSON
ajst-24867	60	9	6	CARDINAL
ajst-24867	60	10	w h	ORG
ajst-24867	60	11	1 2 2	CARDINAL
ajst-24867	60	12	bprd bprd bprd bprdx	PERSON
ajst-24867	61	1		ORG
ajst-24867	62	1	gt gt gt	PERSON
ajst-24867	63	1	0	CARDINAL
ajst-24867	63	2	1	CARDINAL
ajst-24867	63	3	mpdiou mpdiou mpdiou	LOC
ajst-24867	63	4	7	CARDINAL
ajst-24867	64	1	3.3	CARDINAL
ajst-24867	66	1	yolov8	PERSON
ajst-24867	66	2	2	CARDINAL
ajst-24867	68	1	8	CARDINAL
ajst-24867	69	1	first	ORDINAL
ajst-24867	69	2	max	PERSON
ajst-24867	69	3	max	PERSON
ajst-24867	69	4	1x1	CARDINAL
ajst-24867	70	1	max	PERSON
ajst-24867	70	2	1x1	CARDINAL
ajst-24867	70	3	half	CARDINAL
ajst-24867	71	1	1x1	CARDINAL
ajst-24867	71	2	3x3	CARDINAL
ajst-24867	71	3	k=3	PERSON
ajst-24867	73	1	max	PERSON
ajst-24867	74	1	2	CARDINAL
ajst-24867	75	1	4	CARDINAL
ajst-24867	75	2	max pooling(2x2	PERSON
ajst-24867	75	3	3x3	CARDINAL
ajst-24867	75	4	conv	ORG
ajst-24867	75	5	1x1	CARDINAL
ajst-24867	75	6	stride=1	GPE
ajst-24867	75	7	conv	ORG
ajst-24867	75	8	1x1	CARDINAL
ajst-24867	75	9	stride=1	GPE
ajst-24867	75	10	4	CARDINAL
ajst-24867	76	1	4	CARDINAL
ajst-24867	76	2	4.1	CARDINAL
ajst-24867	77	1	64	CARDINAL
ajst-24867	77	2	11	CARDINAL
ajst-24867	77	3	10.2	CARDINAL
ajst-24867	77	4	3.8	CARDINAL
ajst-24867	77	5	1.12.1	CARDINAL
ajst-24867	78	1	1	CARDINAL
ajst-24867	79	1	1	CARDINAL
ajst-24867	79	2	640×640	CARDINAL
ajst-24867	79	3	0.01	CARDINAL
ajst-24867	79	4	200	CARDINAL
ajst-24867	79	5	16	CARDINAL
ajst-24867	79	6	sgd	ORG
ajst-24867	79	7	0.937	CARDINAL
ajst-24867	79	8	0.0005 4.2	CARDINAL
ajst-24867	80	1	8402	CARDINAL
ajst-24867	80	2	7	CARDINAL
ajst-24867	82	1	5	CARDINAL
ajst-24867	82	2	6	CARDINAL
ajst-24867	83	1	0 1000 2000 3000 4000 5000 6000	MONEY
ajst-24867	83	2	5	CARDINAL
ajst-24867	84	1	0.0 0.2 0.4 0.6 0.8 1.0	QUANTITY
ajst-24867	84	2	6	CARDINAL
ajst-24867	85	1	83	CARDINAL
ajst-24867	88	1	map0.5	CARDINAL
ajst-24867	88	2	iou	PERSON
ajst-24867	88	3	0.5	CARDINAL
ajst-24867	90	1	tp tp	PERSON
ajst-24867	91	1	9	CARDINAL
ajst-24867	91	2	10	CARDINAL
ajst-24867	92	1	11	CARDINAL
ajst-24867	98	1	12	CARDINAL
ajst-24867	99	1	13	CARDINAL
ajst-24867	100	1	7	CARDINAL
ajst-24867	101	1	seven	CARDINAL
ajst-24867	101	2	0.889	CARDINAL
ajst-24867	101	3	0.923	CARDINAL
ajst-24867	101	4	0.889	CARDINAL
ajst-24867	101	5	0.923	CARDINAL
ajst-24867	101	6	7	CARDINAL
ajst-24867	102	1	7	CARDINAL
ajst-24867	103	1	4.3	CARDINAL
ajst-24867	103	2	yolov5	PERSON
ajst-24867	104	1	2	CARDINAL
ajst-24867	106	1	91.5%	PERCENT
ajst-24867	106	2	2.6	CARDINAL
ajst-24867	107	1	0.5	CARDINAL
ajst-24867	109	1	0.1 percentage	PERCENT
ajst-24867	109	2	9%	PERCENT
ajst-24867	109	3	8%	PERCENT
ajst-24867	110	1	three	CARDINAL
ajst-24867	110	2	92.3%	PERCENT
ajst-24867	110	3	3.4	CARDINAL
ajst-24867	111	1	11.8%	PERCENT
ajst-24867	111	2	8%	PERCENT
ajst-24867	115	1	5	CARDINAL
ajst-24867	117	1	three	CARDINAL
ajst-24867	117	2	84 three	CARDINAL
ajst-24867	118	1	3	CARDINAL
ajst-24867	118	2	2	CARDINAL
ajst-24867	118	3	90.3 84.3	CARDINAL
ajst-24867	118	4	87.5	CARDINAL
ajst-24867	118	5	91.5	CARDINAL
ajst-24867	119	1	√ 90.8 84.5	CARDINAL
ajst-24867	119	2	89.4	CARDINAL
ajst-24867	119	3	6.3 8.1	TIME
ajst-24867	119	4	2.739045 5.8 7.8 d √ √ 90.7	QUANTITY
ajst-24867	119	5	6.3 12.2 e √ √	QUANTITY
ajst-24867	119	6	91.7	CARDINAL
ajst-24867	119	7	√ √	PERSON
ajst-24867	121	1	88.7	CARDINAL
ajst-24867	121	2	11.9	CARDINAL
ajst-24867	121	3	3	CARDINAL
ajst-24867	122	1	map@0.5/ %	PERCENT
ajst-24867	127	1	15	CARDINAL
ajst-24867	127	2	88.7 89.7	CARDINAL
ajst-24867	127	3	123.5	CARDINAL
ajst-24867	127	4	154.6	CARDINAL
ajst-24867	127	5	87.4	CARDINAL
ajst-24867	127	6	17.4	CARDINAL
ajst-24867	127	7	12.9	CARDINAL
ajst-24867	128	1	16	CARDINAL
ajst-24867	128	2	91.6 88.4	CARDINAL
ajst-24867	128	3	15.8	CARDINAL
ajst-24867	128	4	8	CARDINAL
ajst-24867	128	5	87.8 85.1	CARDINAL
ajst-24867	128	6	6.023832	CARDINAL
ajst-24867	128	7	13.1	CARDINAL
ajst-24867	129	1	17	CARDINAL
ajst-24867	129	2	91.4	CARDINAL
ajst-24867	129	3	40.5 57	CARDINAL
ajst-24867	129	4	12	CARDINAL
ajst-24867	129	5	92.3	CARDINAL
ajst-24867	129	6	90.3	CARDINAL
ajst-24867	129	7	90.4 88.7	CARDINAL
ajst-24867	129	8	firstly	ORDINAL
ajst-24867	129	9	two	CARDINAL
ajst-24867	129	10	90.4%	PERCENT
ajst-24867	129	11	88.7%	PERCENT
ajst-24867	132	1	92.3%	PERCENT
ajst-24867	132	2	second	ORDINAL
ajst-24867	132	3	only to 92.5%	PERCENT
ajst-24867	132	4	93.5%	PERCENT
ajst-24867	132	5	11	CARDINAL
ajst-24867	132	6	third	ORDINAL
ajst-24867	134	1	only 2648124	DATE
ajst-24867	134	2	yolov3's	ORG
ajst-24867	134	3	61529748	DATE
ajst-24867	135	1	11	CARDINAL
ajst-24867	135	2	22900000	DATE
ajst-24867	136	1	only 5.8	CARDINAL
ajst-24867	136	2	6.3mb	QUANTITY
ajst-24867	138	1	11.9	CARDINAL
ajst-24867	138	2	57gflops	CARDINAL
ajst-24867	138	3	154.6gflops	CARDINAL
ajst-24867	138	4	8.1	CARDINAL
ajst-24867	142	1	8	CARDINAL
ajst-24867	150	1	8	CARDINAL
ajst-24867	153	1	85	CARDINAL
ajst-24867	157	1	1	CARDINAL
ajst-24867	159	1	jiangsu university of science and technology	ORG
ajst-24867	159	2	2023	CARDINAL
ajst-24867	161	1	ghdcc	PERSON
ajst-24867	162	1	2023	CARDINAL
ajst-24867	163	1	000280	DATE
ajst-24867	164	1	2	CARDINAL
ajst-24867	164	2	jia chunrong	PERSON
ajst-24867	164	3	yang	PERSON
ajst-24867	164	4	gao jianxin	PERSON
ajst-24867	165	1	1-11	CARDINAL
ajst-24867	166	1	2400	CARDINAL
ajst-24867	167	1	3	CARDINAL
ajst-24867	167	2	yang heng	PERSON
ajst-24867	167	3	wang chao	PERSON
ajst-24867	167	4	jiang wentao	PERSON
ajst-24867	167	5	liu peizhen	PERSON
ajst-24867	167	6	sun xiaowei	PERSON
ajst-24867	167	7	ji ming	PERSON
ajst-24867	168	1	2015	DATE
ajst-24867	168	2	36	CARDINAL
ajst-24867	168	3	6): 880887	DATE
ajst-24867	168	4	10.5768	LANGUAGE
ajst-24867	169	1	4	CARDINAL
ajst-24867	169	2	chen p	PERSON
ajst-24867	169	3	woźniak m. image	PERSON
ajst-24867	170	1	2022	CARDINAL
ajst-24867	170	2	3232	CARDINAL
ajst-24867	171	1	5	CARDINAL
ajst-24867	171	2	qian	PERSON
ajst-24867	171	3	liu boyun	PERSON
ajst-24867	173	1	2021	CARDINAL
ajst-24867	173	2	43	DATE
ajst-24867	173	3	03	CARDINAL
ajst-24867	173	4	199	CARDINAL
ajst-24867	174	1	6	CARDINAL
ajst-24867	174	2	divvala s	GPE
ajst-24867	176	1	2016	CARDINAL
ajst-24867	176	2	779	CARDINAL
ajst-24867	177	1	7	CARDINAL
ajst-24867	177	2	wang	PERSON
ajst-24867	177	3	m. yolov4	PERSON
ajst-24867	178	1	arxiv preprint arxiv:2004.10934, 2020	ORG
ajst-24867	179	1	8	CARDINAL
ajst-24867	179	2	liao h y m. yolov7:	ORG
ajst-24867	179	3	detectors[c]//proceedings	ORG
ajst-24867	180	1	2023	CARDINAL
ajst-24867	180	2	7464-7475	DATE
ajst-24867	181	1	9	CARDINAL
ajst-24867	181	2	zhang c	PERSON
ajst-24867	182	1	2024	DATE
ajst-24867	183	1	10	CARDINAL
ajst-24867	183	2	li bingzhen	PERSON
ajst-24867	183	3	liu ke	PERSON
ajst-24867	186	1	2021	CARDINAL
ajst-24867	186	2	43	DATE
ajst-24867	186	3	170	CARDINAL
ajst-24867	187	1	11	CARDINAL
ajst-24867	187	2	jiang h	PERSON
ajst-24867	187	3	tian f.	PERSON
ajst-24867	188	1	2022	CARDINAL
ajst-24867	188	2	22(3	CARDINAL
ajst-24867	188	3	1226	CARDINAL
ajst-24867	189	1	12	CARDINAL
ajst-24867	189	2	zhang shen	PERSON
ajst-24867	189	3	hu lin	PERSON
ajst-24867	189	4	sun xiang'e	PERSON
ajst-24867	190	1	2023	CARDINAL
ajst-24867	190	2	60	DATE
ajst-24867	190	3	22	CARDINAL
ajst-24867	190	4	256	CARDINAL
ajst-24867	191	1	13	CARDINAL
ajst-24867	191	2	zhang h	PERSON
ajst-24867	191	3	zhang s. focaler-iou	PERSON
ajst-24867	192	1	arxiv preprint arxiv:2401.10525	ORG
ajst-24867	192	2	2024	DATE
ajst-24867	193	1	14	CARDINAL
ajst-24867	193	2	yong x. mpdiou	PERSON
ajst-24867	194	1	arxiv	ORG
ajst-24867	194	2	2023	CARDINAL
ajst-24867	195	1	15	CARDINAL
ajst-24867	195	2	redmon j	PERSON
ajst-24867	195	3	a. yolov3	PERSON
ajst-24867	197	1	arxiv	ORG
ajst-24867	197	2	2018	DATE
ajst-24867	198	1	16	CARDINAL
ajst-24867	198	2	jocher g	PERSON
ajst-24867	199	1	2022	CARDINAL
ajst-24867	200	1	17	CARDINAL
ajst-24867	200	2	zhao y, lv w	PERSON
ajst-24867	200	3	xu s	PERSON
ajst-24867	200	4	detrs	ORG
ajst-24867	200	5	yolos	PERSON
ajst-24867	201	1	2024	CARDINAL
ajst-24867	201	2	16965-1697	DATE