id	sid	eid	entity	type
ajst-25603	1	1	academic journal of science and technology issn	ORG
ajst-25603	1	2	2771-3032	CARDINAL
ajst-25603	2	1	12	CARDINAL
ajst-25603	2	2	2	CARDINAL
ajst-25603	2	3	2024 144	DATE
ajst-25603	2	4	yolov8 hanwei mao	PERSON
ajst-25603	3	1	peng wang	PERSON
ajst-25603	3	2	zhou	PERSON
ajst-25603	3	3	zhiren zhu	PERSON
ajst-25603	3	4	xiangmeng ren college of electrical engineering	ORG
ajst-25603	3	5	tianjin university of technology	ORG
ajst-25603	3	6	tianjin	GPE
ajst-25603	3	7	china	GPE
ajst-25603	3	8	hanwei mao	PERSON
ajst-25603	3	9	15022471661@163.com	CARDINAL
ajst-25603	4	1	yolov8	PERSON
ajst-25603	5	1	first	ORDINAL
ajst-25603	6	1	secondly	ORDINAL
ajst-25603	7	1	1.3%	PERCENT
ajst-25603	7	2	1.2%	PERCENT
ajst-25603	7	3	map@0.5:0.95	ORG
ajst-25603	9	1	yolov8	PERSON
ajst-25603	9	2	bifpn	ORG
ajst-25603	10	1	1.	CARDINAL
ajst-25603	11	1	1	CARDINAL
ajst-25603	14	1	su tong et al	PERSON
ajst-25603	15	1	2	CARDINAL
ajst-25603	15	2	yolov5	ORG
ajst-25603	15	3	foggy days	DATE
ajst-25603	16	1	lirens	PERSON
ajst-25603	17	1	zhang et al	PERSON
ajst-25603	18	1	4	CARDINAL
ajst-25603	19	1	recent years	DATE
ajst-25603	20	1	yolov8	PERSON
ajst-25603	21	1	2	CARDINAL
ajst-25603	22	1	5	CARDINAL
ajst-25603	22	2	bce	ORG
ajst-25603	22	3	dfl	ORG
ajst-25603	22	4	ciou	ORG
ajst-25603	23	1	yolov8	PERSON
ajst-25603	24	1	3	CARDINAL
ajst-25603	24	2	3.1	CARDINAL
ajst-25603	24	3	bifpn module	ORG
ajst-25603	29	1	bifpn	ORG
ajst-25603	32	1	1	CARDINAL
ajst-25603	33	1	145	CARDINAL
ajst-25603	33	2	1	CARDINAL
ajst-25603	33	3	bifpn	ORG
ajst-25603	33	4	3.2	CARDINAL
ajst-25603	34	1	8	CARDINAL
ajst-25603	39	1	2	CARDINAL
ajst-25603	40	1	2	CARDINAL
ajst-25603	40	2	scenarios.through	GPE
ajst-25603	41	1	bifpn	ORG
ajst-25603	42	1	one	CARDINAL
ajst-25603	42	2	bifpn	ORG
ajst-25603	44	1	16 and 20	CARDINAL
ajst-25603	45	1	3	CARDINAL
ajst-25603	45	2	3	CARDINAL
ajst-25603	45	3	yolov8	PRODUCT
ajst-25603	45	4	4	CARDINAL
ajst-25603	45	5	4.1	CARDINAL
ajst-25603	46	1	11	CARDINAL
ajst-25603	46	2	64	CARDINAL
ajst-25603	46	3	128	CARDINAL
ajst-25603	46	4	6226r	DATE
ajst-25603	46	5	2.90ghz 2.89 ghz	QUANTITY
ajst-25603	46	6	2	CARDINAL
ajst-25603	47	1	2023.1	CARDINAL
ajst-25603	47	2	4	CARDINAL
ajst-25603	47	3	200	CARDINAL
ajst-25603	48	1	yolov8	PERSON
ajst-25603	48	2	9	CARDINAL
ajst-25603	49	1	the foggy day	DATE
ajst-25603	49	2	foggy day	DATE
ajst-25603	50	1	4322	DATE
ajst-25603	51	1	433	CARDINAL
ajst-25603	51	2	2161	CARDINAL
ajst-25603	51	3	1728	CARDINAL
ajst-25603	54	1	4	CARDINAL
ajst-25603	54	2	4.2	CARDINAL
ajst-25603	56	1	10]are	CARDINAL
ajst-25603	56	2	eqs	CARDINAL
ajst-25603	57	1	1	CARDINAL
ajst-25603	57	2	4	CARDINAL
ajst-25603	58	1	146	CARDINAL
ajst-25603	58	2	1	CARDINAL
ajst-25603	60	1	2	CARDINAL
ajst-25603	62	1	3	CARDINAL
ajst-25603	62	2	4	CARDINAL
ajst-25603	65	1	4.3	CARDINAL
ajst-25603	66	1	6	CARDINAL
ajst-25603	66	2	fig.	DATE
ajst-25603	67	1	5	CARDINAL
ajst-25603	68	1	5	CARDINAL
ajst-25603	68	2	4.4	CARDINAL
ajst-25603	70	1	1	CARDINAL
ajst-25603	70	2	yolov8	PRODUCT
ajst-25603	70	3	67%	PERCENT
ajst-25603	71	1	bifpn	ORG
ajst-25603	71	2	0.5%	PERCENT
ajst-25603	71	3	map0.5	CARDINAL
ajst-25603	72	1	bifpn	ORG
ajst-25603	73	1	0.3%	PERCENT
ajst-25603	73	2	map0.5	CARDINAL
ajst-25603	74	1	1.3%	PERCENT
ajst-25603	75	1	1	CARDINAL
ajst-25603	75	2	67	CARDINAL
ajst-25603	76	1	47.39	CARDINAL
ajst-25603	76	2	yolov8n_s √	ORG
ajst-25603	76	3	44.6	CARDINAL
ajst-25603	76	4	4.5	TIME
ajst-25603	79	1	6	CARDINAL
ajst-25603	81	1	6(a	CARDINAL
ajst-25603	82	1	fig6(b	DATE
ajst-25603	85	1	5	CARDINAL
ajst-25603	85	2	yolov8	PERSON
ajst-25603	88	1	map@0.5	ORG
ajst-25603	88	2	1.3%	PERCENT
ajst-25603	88	3	68.3%	PERCENT
ajst-25603	88	4	map@0.5-0.95	ORG
ajst-25603	88	5	1.2%	PERCENT
ajst-25603	88	6	44.6%	PERCENT
ajst-25603	90	1	147	CARDINAL
ajst-25603	90	2	6	CARDINAL
ajst-25603	90	3	1	CARDINAL
ajst-25603	90	4	yang lei	PERSON
ajst-25603	90	5	chen yanfei	PERSON
ajst-25603	90	6	li haiming	PERSON
ajst-25603	90	7	autopilot scene	ORG
ajst-25603	90	8	yolov8	PRODUCT
ajst-25603	93	1	2	CARDINAL
ajst-25603	93	2	su tong	PERSON
ajst-25603	93	3	wang ying	PERSON
ajst-25603	93	4	deng qiyang	PERSON
ajst-25603	95	1	2024:1	CARDINAL
ajst-25603	96	1	3	CARDINAL
ajst-25603	96	2	li rensi	PERSON
ajst-25603	96	3	shi yunyu	PERSON
ajst-25603	96	4	liu xiang	PERSON
ajst-25603	97	1	2023	CARDINAL
ajst-25603	97	2	38	DATE
ajst-25603	97	3	12	CARDINAL
ajst-25603	97	4	1717-1727	DATE
ajst-25603	98	1	4	CARDINAL
ajst-25603	98	2	qiang zhang	PERSON
ajst-25603	98	3	xiaojian hu	PERSON
ajst-25603	99	1	msffa	PERSON
ajst-25603	99	2	2023	CARDINAL
ajst-25603	99	3	72	DATE
ajst-25603	99	4	1-12	CARDINAL
ajst-25603	100	1	5	CARDINAL
ajst-25603	100	2	wei liu-mei	PERSON
ajst-25603	100	3	luo xue-mei	PERSON
ajst-25603	100	4	kang jian	PERSON
ajst-25603	100	5	yolov8	PERSON
ajst-25603	102	1	13[2024-09-02	DATE
ajst-25603	103	1	6	CARDINAL
ajst-25603	103	2	m. tan	PERSON
ajst-25603	103	3	r. pang	PERSON
ajst-25603	103	4	q. v. le	PERSON
ajst-25603	103	5	efficientdet	PERSON
ajst-25603	103	6	2020	DATE
ajst-25603	103	7	seattle	GPE
ajst-25603	103	8	wa, usa	ORG
ajst-25603	103	9	2020	DATE
ajst-25603	104	1	10778-10787	DATE
ajst-25603	104	2	10.1109/	CARDINAL
ajst-25603	104	3	42600	DATE
ajst-25603	105	1	2020.01079	CARDINAL
ajst-25603	106	1	liu	PERSON
ajst-25603	106	2	lingzhi	PERSON
ajst-25603	107	1	guilin university of electronic science	ORG
ajst-25603	107	2	2023	CARDINAL
ajst-25603	110	1	8	CARDINAL
ajst-25603	111	1	zhang	PERSON
ajst-25603	112	1	yang	PERSON
ajst-25603	112	2	2021	CARDINAL
ajst-25603	112	3	toronto	GPE
ajst-25603	112	4	canada	GPE
ajst-25603	112	5	2021	DATE
ajst-25603	113	1	2235-2239	PRODUCT
ajst-25603	113	2	10.1109	CARDINAL
ajst-25603	114	1	9	CARDINAL
ajst-25603	116	1	liaoning university of engineering	ORG
ajst-25603	116	2	10	CARDINAL
ajst-25603	117	1	27210/	CARDINAL
ajst-25603	118	1	10	CARDINAL
ajst-25603	118	2	zhu yan	PERSON
ajst-25603	118	3	zhang yuexia	PERSON
ajst-25603	119	1	sep-yolo	ORG
ajst-25603	119	2	yolov8[j	GPE
ajst-25603	120	1	software,1-8[2024-09-02	DATE