id	sid	eid	entity	type
ajst-14944	1	1	academic journal of science and technology issn	ORG
ajst-14944	1	2	2771-3032	CARDINAL
ajst-14944	1	3	8	CARDINAL
ajst-14944	1	4	2	CARDINAL
ajst-14944	1	5	2023 50	CARDINAL
ajst-14944	1	6	yolov8 yang long1	PERSON
ajst-14944	1	7	jia1 1	ORG
ajst-14944	1	8	yangtze university	ORG
ajst-14944	1	9	jingzhou	GPE
ajst-14944	1	10	434023	DATE
ajst-14944	1	11	china	GPE
ajst-14944	1	12	yang	PERSON
ajst-14944	1	13	2022710657@yangtzeu.edu.cn	CARDINAL
ajst-14944	2	1	yolov8	PRODUCT
ajst-14944	2	2	three	CARDINAL
ajst-14944	2	3	dbb	ORG
ajst-14944	3	1	neu-det	ORG
ajst-14944	4	1	dbb	ORG
ajst-14944	6	1	six	CARDINAL
ajst-14944	7	1	yolov8	PRODUCT
ajst-14944	9	1	yolov8	PERSON
ajst-14944	9	2	dbb	ORG
ajst-14944	10	1	1	CARDINAL
ajst-14944	14	1	recent years	DATE
ajst-14944	14	2	two	CARDINAL
ajst-14944	15	1	one	CARDINAL
ajst-14944	15	2	retina-net[6	NORP
ajst-14944	16	1	yolov4	PERSON
ajst-14944	16	2	85.41%	PERCENT
ajst-14944	16	3	four	CARDINAL
ajst-14944	16	4	first	ORDINAL
ajst-14944	16	5	82.6%	PERCENT
ajst-14944	17	1	firstly	ORDINAL
ajst-14944	17	2	secondly	ORDINAL
ajst-14944	17	3	80.3%	PERCENT
ajst-14944	18	1	zhao[15]et al	PERSON
ajst-14944	18	2	yolov5	FAC
ajst-14944	18	3	bfpn	PERSON
ajst-14944	18	4	81.1%.wang[16]et	CARDINAL
ajst-14944	18	5	first	ORDINAL
ajst-14944	18	6	bifpn	ORG
ajst-14944	18	7	eca	ORG
ajst-14944	18	8	81.9%	PERCENT
ajst-14944	20	1	yolov8	PERSON
ajst-14944	20	2	1	CARDINAL
ajst-14944	20	3	dbb[17	ORG
ajst-14944	21	1	2	CARDINAL
ajst-14944	21	2	msca[18	ORG
ajst-14944	21	3	51	CARDINAL
ajst-14944	22	1	3	CARDINAL
ajst-14944	22	2	yolov8	PRODUCT
ajst-14944	23	1	2	CARDINAL
ajst-14944	23	2	yolov8	PRODUCT
ajst-14944	23	3	2.1	CARDINAL
ajst-14944	24	1	yolov8	PRODUCT
ajst-14944	25	1	yolov8	PERSON
ajst-14944	26	1	half	CARDINAL
ajst-14944	29	1	loss+ciou	ORG
ajst-14944	32	1	1	CARDINAL
ajst-14944	32	2	first	ORDINAL
ajst-14944	32	3	yolov8	PERSON
ajst-14944	32	4	dbb	ORG
ajst-14944	36	1	1	CARDINAL
ajst-14944	36	2	yolov8	PRODUCT
ajst-14944	36	3	2.2	CARDINAL
ajst-14944	37	1	dbb	ORG
ajst-14944	37	2	yolov8	PRODUCT
ajst-14944	40	1	dbb	ORG
ajst-14944	42	1	2	CARDINAL
ajst-14944	42	2	dbb	ORG
ajst-14944	43	1	conv conv c2f‐dbb conv c2f‐dbb conv c2f‐dbb conv c2f‐dbb	ORG
ajst-14944	43	2	conv concat c2f‐dbb conv c2f‐dbb gdetect gdetect gdetect	ORG
ajst-14944	43	3	conv maxpool2d concatmaxpool2d maxpool2d conv	PERSON
ajst-14944	43	4	conv dbb	ORG
ajst-14944	43	5	concatdbb convsplit	PERSON
ajst-14944	44	1	n gconv gconv	PERSON
ajst-14944	44	2	gconv gconv	PERSON
ajst-14944	44	3	52	CARDINAL
ajst-14944	44	4	2	CARDINAL
ajst-14944	44	5	dbb	ORG
ajst-14944	44	6	1	CARDINAL
ajst-14944	44	7	2	CARDINAL
ajst-14944	44	8	two	CARDINAL
ajst-14944	44	9	3	CARDINAL
ajst-14944	44	10	1	CARDINAL
ajst-14944	44	11	4	CARDINAL
ajst-14944	44	12	k×k	PERSON
ajst-14944	44	13	k×k	PERSON
ajst-14944	44	14	3	CARDINAL
ajst-14944	44	15	6	CARDINAL
ajst-14944	46	1	3	CARDINAL
ajst-14944	46	2	dbb	ORG
ajst-14944	47	1	3	CARDINAL
ajst-14944	47	2	2.3	CARDINAL
ajst-14944	48	1	yolov8 network.msca	PERSON
ajst-14944	49	1	4	CARDINAL
ajst-14944	49	2	three	CARDINAL
ajst-14944	49	3	1×1	CARDINAL
ajst-14944	50	1	two	CARDINAL
ajst-14944	51	1	3 1 1	CARDINAL
ajst-14944	51	2	att	ORG
ajst-14944	52	1	dw conv	ORG
ajst-14944	53	1	1	CARDINAL
ajst-14944	53	2	att f 	PERSON
ajst-14944	53	3	2	CARDINAL
ajst-14944	53	4	0	CARDINAL
ajst-14944	54	1	4	CARDINAL
ajst-14944	54	2	2.4	CARDINAL
ajst-14944	54	3	yolov8	PERSON
ajst-14944	55	1	k×k	PERSON
ajst-14944	55	2	1×1 k×k	TIME
ajst-14944	55	3	k×k k×k k×k	PERSON
ajst-14944	55	4	1×1 1×k	CARDINAL
ajst-14944	55	5	k×1	GPE
ajst-14944	55	6	c2f‐dbb conv dbb concatdbb convsplit	ORG
ajst-14944	57	1	1×1	CARDINAL
ajst-14944	57	2	53	CARDINAL
ajst-14944	58	1	5	CARDINAL
ajst-14944	61	1	5	CARDINAL
ajst-14944	61	2	gconv	PERSON
ajst-14944	61	3	1 1 1 2params	CARDINAL
ajst-14944	61	4	3	CARDINAL
ajst-14944	63	1	4	CARDINAL
ajst-14944	63	2	1 1 1 2 1 params=	QUANTITY
ajst-14944	63	3	5	CARDINAL
ajst-14944	64	1	6	CARDINAL
ajst-14944	65	1	6.in	CARDINAL
ajst-14944	65	2	yolov8	PERSON
ajst-14944	67	1	6	CARDINAL
ajst-14944	67	2	3	CARDINAL
ajst-14944	67	3	3.1	CARDINAL
ajst-14944	67	4	neu-det steel surface	ORG
ajst-14944	67	5	northeastern university	ORG
ajst-14944	67	6	six	CARDINAL
ajst-14944	68	1	200×200	CARDINAL
ajst-14944	69	1	300	CARDINAL
ajst-14944	69	2	1800	CARDINAL
ajst-14944	70	1	8:2	CARDINAL
ajst-14944	71	1	7	CARDINAL
ajst-14944	71	2	7	CARDINAL
ajst-14944	71	3	3.2	CARDINAL
ajst-14944	72	1	nvidia	ORG
ajst-14944	72	2	3080	CARDINAL
ajst-14944	72	3	12	CARDINAL
ajst-14944	72	4	32	CARDINAL
ajst-14944	72	5	150	CARDINAL
ajst-14944	72	6	0.01	CARDINAL
ajst-14944	74	1	k k k k gconv gconv	PERSON
ajst-14944	74	2	gconv gconv	PERSON
ajst-14944	74	3	54 3.3	CARDINAL
ajst-14944	75	1	second	ORDINAL
ajst-14944	79	1	8) 2	CARDINAL
ajst-14944	79	2	1	CARDINAL
ajst-14944	80	1	9	CARDINAL
ajst-14944	80	2	1	CARDINAL
ajst-14944	82	1	10	CARDINAL
ajst-14944	83	1	f1	PERSON
ajst-14944	85	1	billions	CARDINAL
ajst-14944	85	2	second	ORDINAL
ajst-14944	85	3	3.4	CARDINAL
ajst-14944	85	4	yolov8	PRODUCT
ajst-14944	86	1	1	CARDINAL
ajst-14944	87	1	first	ORDINAL
ajst-14944	88	1	second	ORDINAL
ajst-14944	88	2	dbb	ORG
ajst-14944	89	1	third	ORDINAL
ajst-14944	90	1	70.4%	PERCENT
ajst-14944	90	2	73%	PERCENT
ajst-14944	90	3	77.3%	PERCENT
ajst-14944	90	4	8.2	CARDINAL
ajst-14944	90	5	fourth	ORDINAL
ajst-14944	90	6	74.9%	PERCENT
ajst-14944	90	7	69.8%	PERCENT
ajst-14944	90	8	77.2%	PERCENT
ajst-14944	91	1	5.6	CARDINAL
ajst-14944	91	2	2.416	CARDINAL
ajst-14944	92	1	5	CARDINAL
ajst-14944	92	2	dbb	ORG
ajst-14944	92	3	76.1%	PERCENT
ajst-14944	93	1	8.2	CARDINAL
ajst-14944	93	2	sixth	ORDINAL
ajst-14944	93	3	dbb	ORG
ajst-14944	94	1	65.5%	PERCENT
ajst-14944	94	2	72.4%	PERCENT
ajst-14944	94	3	76.0%	PERCENT
ajst-14944	95	1	5.6	CARDINAL
ajst-14944	95	2	2.417	CARDINAL
ajst-14944	96	1	7	CARDINAL
ajst-14944	97	1	74.5%	PERCENT
ajst-14944	97	2	72.6%	PERCENT
ajst-14944	97	3	78.6%	PERCENT
ajst-14944	98	1	5.7	CARDINAL
ajst-14944	98	2	three	CARDINAL
ajst-14944	99	1	75.7%	PERCENT
ajst-14944	99	2	71.8%	PERCENT
ajst-14944	99	3	78.9%	PERCENT
ajst-14944	100	1	5.7	CARDINAL
ajst-14944	100	2	1	CARDINAL
ajst-14944	101	1	dbb	ORG
ajst-14944	101	2	map50(%	PERSON
ajst-14944	101	3	1 68.6	CARDINAL
ajst-14944	101	4	75.5	CARDINAL
ajst-14944	101	5	3.007	CARDINAL
ajst-14944	101	6	68.8	CARDINAL
ajst-14944	101	7	3.007	CARDINAL
ajst-14944	101	8	70.4	CARDINAL
ajst-14944	101	9	77.3	CARDINAL
ajst-14944	101	10	3.101	CARDINAL
ajst-14944	101	11	74.9	CARDINAL
ajst-14944	101	12	5.6 5	DATE
ajst-14944	102	1	69.6	CARDINAL
ajst-14944	102	2	3.101	CARDINAL
ajst-14944	102	3	65.5	CARDINAL
ajst-14944	102	4	2.417	CARDINAL
ajst-14944	102	5	5.6 7	DATE
ajst-14944	102	6	74.5	CARDINAL
ajst-14944	102	7	75.7 71.8 78.9	QUANTITY
ajst-14944	102	8	dbb	ORG
ajst-14944	104	1	three	CARDINAL
ajst-14944	105	1	3.5	CARDINAL
ajst-14944	105	2	2	CARDINAL
ajst-14944	112	1	yolov8	PRODUCT
ajst-14944	113	1	55	CARDINAL
ajst-14944	113	2	2	CARDINAL
ajst-14944	113	3	map50(%	PERSON
ajst-14944	113	4	glops	PERSON
ajst-14944	114	1	67.2 67.9	CARDINAL
ajst-14944	114	2	71.2	CARDINAL
ajst-14944	114	3	64.5	CARDINAL
ajst-14944	114	4	72.3	CARDINAL
ajst-14944	114	5	70.5	CARDINAL
ajst-14944	114	6	76.3	CARDINAL
ajst-14944	114	7	11.8	CARDINAL
ajst-14944	114	8	57.3 68.6	CARDINAL
ajst-14944	114	9	6.028	CARDINAL
ajst-14944	114	10	68.6	CARDINAL
ajst-14944	114	11	3.007	CARDINAL
ajst-14944	114	12	75.9	CARDINAL
ajst-14944	114	13	77.0	CARDINAL
ajst-14944	114	14	28.4	CARDINAL
ajst-14944	114	15	75.7	CARDINAL
ajst-14944	114	16	5.7	CARDINAL
ajst-14944	114	17	3	CARDINAL
ajst-14944	116	1	44.9%	PERCENT
ajst-14944	116	2	93.2%	PERCENT
ajst-14944	116	3	69.6%	PERCENT
ajst-14944	118	1	yolov5	PERSON
ajst-14944	120	1	3	CARDINAL
ajst-14944	120	2	six	CARDINAL
ajst-14944	121	1	36.8 90.4 79.6 80.2	QUANTITY
ajst-14944	121	2	54.4	CARDINAL
ajst-14944	121	3	85.9	CARDINAL
ajst-14944	121	4	yolov5s	ORG
ajst-14944	121	5	33.3 89.3 81.1	QUANTITY
ajst-14944	121	6	63.0	CARDINAL
ajst-14944	121	7	41.5	CARDINAL
ajst-14944	121	8	87.7	CARDINAL
ajst-14944	121	9	64.8	CARDINAL
ajst-14944	121	10	91.0	CARDINAL
ajst-14944	121	11	28.4	CARDINAL
ajst-14944	121	12	52.4 82.0	QUANTITY
ajst-14944	121	13	39.2 89.1	CARDINAL
ajst-14944	121	14	84.7	CARDINAL
ajst-14944	121	15	63.9	CARDINAL
ajst-14944	121	16	42.2 92.0	CARDINAL
ajst-14944	121	17	66.8 91.0	QUANTITY
ajst-14944	121	18	44.9 93.2	CARDINAL
ajst-14944	121	19	69.6	CARDINAL
ajst-14944	121	20	3.6	CARDINAL
ajst-14944	122	1	6	CARDINAL
ajst-14944	122	2	8	CARDINAL
ajst-14944	123	1	first	ORDINAL
ajst-14944	124	1	secondly	ORDINAL
ajst-14944	129	1	8	CARDINAL
ajst-14944	129	2	4	CARDINAL
ajst-14944	130	1	yolov8	PRODUCT
ajst-14944	131	1	dbb	ORG
ajst-14944	132	1	first	ORDINAL
ajst-14944	132	2	dbb	ORG
ajst-14944	132	3	56	CARDINAL
ajst-14944	139	1	yolov8	PRODUCT
ajst-14944	145	1	2015	DATE
ajst-14944	145	2	28	CARDINAL
ajst-14944	146	1	2	CARDINAL
ajst-14944	148	1	2017	CARDINAL
ajst-14944	149	1	3	CARDINAL
ajst-14944	149	2	girshick r. fast r	PERSON
ajst-14944	150	1	2015	CARDINAL
ajst-14944	150	2	1440	CARDINAL
ajst-14944	151	1	4	CARDINAL
ajst-14944	151	2	chen h	PERSON
ajst-14944	151	3	fcos	PERSON
ajst-14944	152	1	2019	CARDINAL
ajst-14944	152	2	9627-9636	DATE
ajst-14944	153	1	5	CARDINAL
ajst-14944	153	2	liu w	PERSON
ajst-14944	153	3	2016	DATE
ajst-14944	153	4	14th	ORDINAL
ajst-14944	153	5	european	NORP
ajst-14944	153	6	amsterdam	GPE
ajst-14944	153	7	netherlands	GPE
ajst-14944	153	8	october 11–14	DATE
ajst-14944	153	9	2016	DATE
ajst-14944	153	10	14	CARDINAL
ajst-14944	154	1	2016	CARDINAL
ajst-14944	154	2	21	CARDINAL
ajst-14944	155	1	6	CARDINAL
ajst-14944	156	1	2017	CARDINAL
ajst-14944	156	2	2980-2988	CARDINAL
ajst-14944	157	1	7	CARDINAL
ajst-14944	157	2	redmon j	PERSON
ajst-14944	157	3	a. yolov3	PERSON
ajst-14944	158	1	arxiv	ORG
ajst-14944	158	2	2018	DATE
ajst-14944	159	1	8	CARDINAL
ajst-14944	159	2	wang	PERSON
ajst-14944	159	3	m. yolov4	PERSON
ajst-14944	160	1	arxiv preprint arxiv:2004.10934, 2020	ORG
ajst-14944	161	1	9	CARDINAL
ajst-14944	161	2	liu s	PERSON
ajst-14944	161	3	wang f	PERSON
ajst-14944	161	4	yolo	PERSON
ajst-14944	161	5	2021[j	CARDINAL
ajst-14944	162	1	arxiv preprint arxiv:2107.08430	ORG
ajst-14944	162	2	2021	CARDINAL
ajst-14944	163	1	10	CARDINAL
ajst-14944	163	2	li l	PERSON
ajst-14944	163	3	jiang h	PERSON
ajst-14944	164	1	arxiv preprint arxiv:2209.02976	ORG
ajst-14944	164	2	2022	CARDINAL
ajst-14944	165	1	11	CARDINAL
ajst-14944	165	2	liao h y m. yolov7:	ORG
ajst-14944	165	3	detectors[c]//proceedings	ORG
ajst-14944	166	1	2023	CARDINAL
ajst-14944	166	2	7464-7475	DATE
ajst-14944	167	1	12	CARDINAL
ajst-14944	167	2	wang h	PERSON
ajst-14944	167	3	wan z. surface	PERSON
ajst-14944	168	1	2022	CARDINAL
ajst-14944	168	2	102	CARDINAL
ajst-14944	168	3	108208	DATE
ajst-14944	169	1	13	CARDINAL
ajst-14944	169	2	chen h	PERSON
ajst-14944	169	3	du y	PERSON
ajst-14944	170	1	2023	CARDINAL
ajst-14944	170	2	72	DATE
ajst-14944	170	3	1-12	CARDINAL
ajst-14944	171	1	14	CARDINAL
ajst-14944	171	2	zhang y, liu x	PERSON
ajst-14944	171	3	guo j	PERSON
ajst-14944	171	4	network[j	ORG
ajst-14944	172	1	2022	CARDINAL
ajst-14944	172	2	11(16	DATE
ajst-14944	172	3	2603	DATE
ajst-14944	173	1	15	CARDINAL
ajst-14944	173	2	shu x	PERSON
ajst-14944	173	3	yan x	PERSON
ajst-14944	175	1	2023	CARDINAL
ajst-14944	175	2	214	CARDINAL
ajst-14944	175	3	112776	DATE
ajst-14944	176	1	16	CARDINAL
ajst-14944	176	2	wang y,	PERSON
ajst-14944	176	3	wang h	PERSON
ajst-14944	177	1	2022	CARDINAL
ajst-14944	177	2	10	CARDINAL
ajst-14944	177	3	133936-133944	DATE
ajst-14944	178	1	17	CARDINAL
ajst-14944	178	2	ding x	PERSON
ajst-14944	178	3	zhang x	PERSON
ajst-14944	178	4	han j	PERSON
ajst-14944	179	1	2021	CARDINAL
ajst-14944	179	2	10886-10895	DATE
ajst-14944	180	1	18	CARDINAL
ajst-14944	180	2	hou	PERSON
ajst-14944	181	1	2022	CARDINAL
ajst-14944	181	2	35	CARDINAL
ajst-14944	181	3	1140-1156	CARDINAL
ajst-14944	182	1	19	CARDINAL
ajst-14944	182	2	ding x	PERSON
ajst-14944	182	3	zhang x	PERSON
ajst-14944	182	4	ma n	PERSON
ajst-14944	183	1	2021	CARDINAL
ajst-14944	183	2	13733-13742	DATE
ajst-14944	184	1	20	CARDINAL
ajst-14944	184	2	hatchett j	PERSON
ajst-14944	184	3	2018	DATE
ajst-14944	184	4	37	CARDINAL
ajst-14944	185	1	21	CARDINAL
ajst-14944	185	2	li y	PERSON
ajst-14944	186	1	2022	CARDINAL
ajst-14944	186	2	31	CARDINAL
ajst-14944	186	3	3726-3736	CARDINAL
ajst-14944	187	1	22	CARDINAL
ajst-14944	187	2	xu y	PERSON
ajst-14944	187	3	asymmetric cnn	PERSON
ajst-14944	188	1	2021	CARDINAL
ajst-14944	188	2	52(6	DATE
ajst-14944	188	3	3718-3730	DATE
ajst-14944	189	1	23	CARDINAL
ajst-14944	190	1	2017	CARDINAL
ajst-14944	190	2	1492-1500	CARDINAL