id	sid	eid	entity	type
ajst-24468	1	1	academic journal of science and technology issn	ORG
ajst-24468	1	2	2771-3032	CARDINAL
ajst-24468	2	1	12	CARDINAL
ajst-24468	2	2	1	CARDINAL
ajst-24468	2	3	2024 45	DATE
ajst-24468	2	4	yolov8 yanyan wang	PERSON
ajst-24468	2	5	menghao zhou	PERSON
ajst-24468	2	6	haojie chai	PERSON
ajst-24468	2	7	henan institute of science and technology	ORG
ajst-24468	2	8	453003	DATE
ajst-24468	2	9	china	GPE
ajst-24468	3	1	yolov8	PRODUCT
ajst-24468	4	1	yolov8	PERSON
ajst-24468	4	2	one	CARDINAL
ajst-24468	4	3	one	CARDINAL
ajst-24468	4	4	dcnv2	ORG
ajst-24468	4	5	one	CARDINAL
ajst-24468	6	1	about 2%	PERCENT
ajst-24468	6	2	about 3.5%	PERCENT
ajst-24468	8	1	yolov8	PERSON
ajst-24468	9	1	1	CARDINAL
ajst-24468	11	1	1	CARDINAL
ajst-24468	13	1	2	CARDINAL
ajst-24468	13	2	3	CARDINAL
ajst-24468	14	1	4	CARDINAL
ajst-24468	15	1	sun et al	PERSON
ajst-24468	16	1	4	CARDINAL
ajst-24468	17	1	jiang et al	PERSON
ajst-24468	18	1	5	CARDINAL
ajst-24468	19	1	yan et al	PERSON
ajst-24468	20	1	6	CARDINAL
ajst-24468	21	1	sun et al	PERSON
ajst-24468	23	1	wang et al	PERSON
ajst-24468	25	1	9-12	CARDINAL
ajst-24468	26	1	yolov8	PRODUCT
ajst-24468	27	1	yolov8	PERSON
ajst-24468	28	1	5	CARDINAL
ajst-24468	28	2	dcnv2	ORG
ajst-24468	28	3	three	CARDINAL
ajst-24468	28	4	one	CARDINAL
ajst-24468	28	5	one	CARDINAL
ajst-24468	28	6	dcnv2	ORG
ajst-24468	28	7	one	CARDINAL
ajst-24468	30	1	2	CARDINAL
ajst-24468	30	2	2.1	CARDINAL
ajst-24468	31	1	yolov8	PERSON
ajst-24468	31	2	1	CARDINAL
ajst-24468	32	1	1	CARDINAL
ajst-24468	32	2	yolov8	PERSON
ajst-24468	33	1	2	CARDINAL
ajst-24468	33	2	46	CARDINAL
ajst-24468	35	1	1	CARDINAL
ajst-24468	36	1	3	CARDINAL
ajst-24468	38	1	yolov8	PERSON
ajst-24468	39	1	4	CARDINAL
ajst-24468	40	1	yolov8	PERSON
ajst-24468	43	1	2.2	CARDINAL
ajst-24468	43	2	cbam cbam	PERSON
ajst-24468	43	3	13	CARDINAL
ajst-24468	43	4	14	CARDINAL
ajst-24468	47	1	cbam	PERSON
ajst-24468	48	1	2.3	CARDINAL
ajst-24468	48	2	15	CARDINAL
ajst-24468	51	1	yolov8	PERSON
ajst-24468	51	2	1	CARDINAL
ajst-24468	51	3	yolov8	PERSON
ajst-24468	53	1	2	CARDINAL
ajst-24468	55	1	3	CARDINAL
ajst-24468	55	2	yolov8	PRODUCT
ajst-24468	56	1	3	CARDINAL
ajst-24468	56	2	3.1	CARDINAL
ajst-24468	57	1	1	CARDINAL
ajst-24468	57	2	yolov8	PERSON
ajst-24468	58	1	yolov8	PERSON
ajst-24468	59	1	2	CARDINAL
ajst-24468	59	2	yolov8	PERSON
ajst-24468	60	1	dcnv2	ORG
ajst-24468	61	1	yolov8	PERSON
ajst-24468	63	1	3.2	CARDINAL
ajst-24468	63	2	voc	ORG
ajst-24468	64	1	four	CARDINAL
ajst-24468	65	1	3321	CARDINAL
ajst-24468	65	2	47	DATE
ajst-24468	65	3	8:1:1	DATE
ajst-24468	66	1	four	CARDINAL
ajst-24468	66	2	2	CARDINAL
ajst-24468	67	1	four	CARDINAL
ajst-24468	67	2	4	CARDINAL
ajst-24468	67	3	4.1	CARDINAL
ajst-24468	69	1	yolov8	PERSON
ajst-24468	69	2	yolov8	PERSON
ajst-24468	71	1	16	CARDINAL
ajst-24468	72	1	1	CARDINAL
ajst-24468	72	2	1	CARDINAL
ajst-24468	72	3	11	CARDINAL
ajst-24468	72	4	5 4600h	DATE
ajst-24468	72	5	16	CARDINAL
ajst-24468	72	6	3.8	CARDINAL
ajst-24468	72	7	torch1.9.0+cu111	ORG
ajst-24468	73	1	yolov8	PERSON
ajst-24468	77	1	4.2	CARDINAL
ajst-24468	78	1	200	CARDINAL
ajst-24468	79	1	patience	PERSON
ajst-24468	81	1	lr0	PERSON
ajst-24468	83	1	2	CARDINAL
ajst-24468	83	2	2	CARDINAL
ajst-24468	83	3	200	CARDINAL
ajst-24468	83	4	50	CARDINAL
ajst-24468	83	5	16	CARDINAL
ajst-24468	83	6	0.01	CARDINAL
ajst-24468	83	7	0.01	CARDINAL
ajst-24468	83	8	4.3	CARDINAL
ajst-24468	83	9	3	CARDINAL
ajst-24468	84	1	1	CARDINAL
ajst-24468	84	2	two	CARDINAL
ajst-24468	86	1	2	CARDINAL
ajst-24468	89	1	1	CARDINAL
ajst-24468	89	2	2	CARDINAL
ajst-24468	89	3	48	DATE
ajst-24468	89	4	3	CARDINAL
ajst-24468	89	5	fig.	DATE
ajst-24468	90	1	4	CARDINAL
ajst-24468	90	2	4	CARDINAL
ajst-24468	90	3	3	CARDINAL
ajst-24468	91	1	f1	PERSON
ajst-24468	91	2	1	CARDINAL
ajst-24468	92	1	f1	PERSON
ajst-24468	92	2	f1	PERSON
ajst-24468	92	3	1	CARDINAL
ajst-24468	93	1	f1	PERSON
ajst-24468	93	2	1	CARDINAL
ajst-24468	93	3	f1	PERSON
ajst-24468	93	4	3	CARDINAL
ajst-24468	95	1	4	CARDINAL
ajst-24468	95	2	6	CARDINAL
ajst-24468	95	3	49	CARDINAL
ajst-24468	95	4	6	CARDINAL
ajst-24468	96	1	palace 2	ORG
ajst-24468	98	1	4	CARDINAL
ajst-24468	99	1	5	CARDINAL
ajst-24468	99	2	7	CARDINAL
ajst-24468	102	1	7	CARDINAL
ajst-24468	103	1	6	CARDINAL
ajst-24468	104	1	8	CARDINAL
ajst-24468	108	1	7	CARDINAL
ajst-24468	108	2	four	CARDINAL
ajst-24468	108	3	fig.	DATE
ajst-24468	109	1	9	CARDINAL
ajst-24468	111	1	10	CARDINAL
ajst-24468	112	1	10	CARDINAL
ajst-24468	113	1	9	CARDINAL
ajst-24468	116	1	two	CARDINAL
ajst-24468	117	1	4.4	CARDINAL
ajst-24468	118	1	yolov8	PRODUCT
ajst-24468	118	2	yolov8	WORK_OF_ART
ajst-24468	118	3	3	CARDINAL
ajst-24468	119	1	50	CARDINAL
ajst-24468	119	2	yolov8	PERSON
ajst-24468	119	3	yolov8	PRODUCT
ajst-24468	120	1	11	CARDINAL
ajst-24468	121	1	3	CARDINAL
ajst-24468	121	2	200	CARDINAL
ajst-24468	121	3	0.652	MONEY
ajst-24468	121	4	200	CARDINAL
ajst-24468	121	5	0.945 0.79 0.665	QUANTITY
ajst-24468	121	6	200	CARDINAL
ajst-24468	122	1	yolov8	PRODUCT
ajst-24468	123	1	yolov8	PRODUCT
ajst-24468	123	2	two	CARDINAL
ajst-24468	123	3	yolov8	PRODUCT
ajst-24468	126	1	yolov8	PERSON
ajst-24468	126	2	two	CARDINAL
ajst-24468	128	1	henan province	GPE
ajst-24468	128	2	d2d	ORG
ajst-24468	128	3	242102210050	DATE
ajst-24468	128	4	yanyan wang	PERSON
ajst-24468	128	5	henan province	GPE
ajst-24468	128	6	2421 02210057	DATE
ajst-24468	128	7	xue	ORG
ajst-24468	129	1	1	CARDINAL
ajst-24468	129	2	li wenwen	PERSON
ajst-24468	132	1	fujian university of technology	ORG
ajst-24468	132	2	2023	CARDINAL
ajst-24468	133	1	2	CARDINAL
ajst-24468	133	2	feng shujie.	PERSON
ajst-24468	136	1	shaanxi university of science	ORG
ajst-24468	137	1	3	CARDINAL
ajst-24468	137	2	boris	PERSON
ajst-24468	137	3	maryam	GPE
ajst-24468	139	1	4	CARDINAL
ajst-24468	139	2	sun chaoyun	PERSON
ajst-24468	139	3	pei lili	PERSON
ajst-24468	139	4	li wei	PERSON
ajst-24468	142	1	south china university of technology	ORG
ajst-24468	142	2	84-93	CARDINAL
ajst-24468	143	1	5	CARDINAL
ajst-24468	143	2	jiang dawei	PERSON
ajst-24468	143	3	wu zhengping	PERSON
ajst-24468	144	1	yolov5	PRODUCT
ajst-24468	146	1	2024	CARDINAL
ajst-24468	146	2	31-34	DATE
ajst-24468	147	1	6	CARDINAL
ajst-24468	147	2	yan banfu	PERSON
ajst-24468	147	3	xu guanya	PERSON
ajst-24468	147	4	luan jian	PERSON
ajst-24468	148	1	china journal of highway and transportation	ORG
ajst-24468	148	2	2021	CARDINAL
ajst-24468	148	3	34(9):181	CARDINAL
ajst-24468	149	1	7	CARDINAL
ajst-24468	149	2	haixiang t	PERSON
ajst-24468	149	3	huaizhi z.	PERSON
ajst-24468	151	1	2024,38(2	DATE
ajst-24468	152	1	8	CARDINAL
ajst-24468	152	2	li qi	PERSON
ajst-24468	152	3	liu jiao	PERSON
ajst-24468	155	1	shangluo university 2022,	ORG
ajst-24468	155	2	36	DATE
ajst-24468	155	3	4	CARDINAL
ajst-24468	155	4	83-90	DATE
ajst-24468	156	1	9	CARDINAL
ajst-24468	156	2	wang xueqiu	PERSON
ajst-24468	156	3	gao huan bing	PERSON
ajst-24468	156	4	jia zemeng	PERSON
ajst-24468	157	1	yolov8	PERSON
ajst-24468	160	1	10	CARDINAL
ajst-24468	160	2	augmentation[j	PERSON
ajst-24468	161	1	2023	CARDINAL
ajst-24468	161	2	13	CARDINAL
ajst-24468	161	3	3):1435-1435	DATE
ajst-24468	162	1	11	CARDINAL
ajst-24468	162	2	li weixiang	PERSON
ajst-24468	162	3	li wujin	PERSON
ajst-24468	162	4	chen siyuan	PERSON
ajst-24468	165	1	2019,33(03):220	CARDINAL
ajst-24468	166	1	chinese	LANGUAGE
ajst-24468	166	2	51	CARDINAL
ajst-24468	167	1	12	CARDINAL
ajst-24468	167	2	xu tiefeng	PERSON
ajst-24468	167	3	huang	PERSON
ajst-24468	167	4	zhang hongmin	PERSON
ajst-24468	168	1	yolov8	PRODUCT
ajst-24468	170	1	2024	CARDINAL
ajst-24468	170	2	1	CARDINAL
ajst-24468	171	1	13	CARDINAL
ajst-24468	171	2	s.	GPE
ajst-24468	171	3	park	GPE
ajst-24468	171	4	j., lee	GPE
ajst-24468	171	5	j. y.,	PERSON
ajst-24468	171	6	i. s.	PERSON
ajst-24468	171	7	2018	DATE
ajst-24468	172	1	cbam	PERSON
ajst-24468	174	1	14	CARDINAL
ajst-24468	174	2	jongchan	GPE
ajst-24468	174	3	park.	GPE
ajst-24468	175	1	lee	PERSON
ajst-24468	175	2	cbam	PERSON
ajst-24468	176	1	arxiv	ORG
ajst-24468	176	2	1807.06521	CARDINAL
ajst-24468	176	3	15	CARDINAL
ajst-24468	176	4	jifeng dai	PERSON
ajst-24468	176	5	yuwen xiong	PERSON
ajst-24468	177	1	2019	DATE
ajst-24468	179	1	arxiv preprint arxiv	ORG
ajst-24468	179	2	1908.01891	DATE
ajst-24468	180	1	16	CARDINAL
ajst-24468	180	2	deng huan	PERSON
ajst-24468	183	1	2019,14(11	DATE
ajst-24468	183	2	168-172	CARDINAL