id	sid	eid	entity	type
ajst-13420	1	1	academic journal of science and technology issn	ORG
ajst-13420	1	2	2771-3032	CARDINAL
ajst-13420	2	1	7	CARDINAL
ajst-13420	2	2	3	CARDINAL
ajst-13420	2	3	2023 297	CARDINAL
ajst-13420	2	4	yolov8 yan long1	PERSON
ajst-13420	2	5	zhiang li1	GPE
ajst-13420	2	6	1	CARDINAL
ajst-13420	2	7	yangtze university	ORG
ajst-13420	2	8	jingzhou	GPE
ajst-13420	2	9	434023	DATE
ajst-13420	2	10	china	GPE
ajst-13420	3	1	2022710657@yangtzeu.edu.cn	CARDINAL
ajst-13420	3	2	yolov8	PERSON
ajst-13420	5	1	first	ORDINAL
ajst-13420	6	1	bifpn	ORG
ajst-13420	8	1	94.2%	PERCENT
ajst-13420	8	2	49.0%	PERCENT
ajst-13420	9	1	33%	PERCENT
ajst-13420	9	2	12%	PERCENT
ajst-13420	9	3	32%	PERCENT
ajst-13420	9	4	1.992	CARDINAL
ajst-13420	9	5	7.1	CARDINAL
ajst-13420	9	6	4.2m.	PERSON
ajst-13420	10	1	bifpn	ORG
ajst-13420	10	2	yolov8	PERSON
ajst-13420	11	1	1	CARDINAL
ajst-13420	14	1	recent years	DATE
ajst-13420	15	1	two	CARDINAL
ajst-13420	16	1	one	CARDINAL
ajst-13420	16	2	two	CARDINAL
ajst-13420	17	1	hu et al	PERSON
ajst-13420	18	1	1	CARDINAL
ajst-13420	19	1	ding et al	PERSON
ajst-13420	20	1	2	CARDINAL
ajst-13420	21	1	98.0%	PERCENT
ajst-13420	22	1	wang et al	PERSON
ajst-13420	23	1	3	CARDINAL
ajst-13420	24	1	96.69%	PERCENT
ajst-13420	26	1	liao et al	PERSON
ajst-13420	27	1	4	CARDINAL
ajst-13420	27	2	yolov4	PERSON
ajst-13420	28	1	98.6%	PERCENT
ajst-13420	29	1	tang et al	PERSON
ajst-13420	30	1	5	CARDINAL
ajst-13420	30	2	yolov5	PERSON
ajst-13420	32	1	95.97%	PERCENT
ajst-13420	32	2	92.5	CARDINAL
ajst-13420	33	1	chen et al	PERSON
ajst-13420	34	1	6	CARDINAL
ajst-13420	37	1	yolov8	PERSON
ajst-13420	39	1	1	CARDINAL
ajst-13420	39	2	yolov8	PERSON
ajst-13420	40	1	2	CARDINAL
ajst-13420	42	1	3	CARDINAL
ajst-13420	43	1	8	CARDINAL
ajst-13420	44	1	4	CARDINAL
ajst-13420	44	2	9	CARDINAL
ajst-13420	45	1	298 2	CARDINAL
ajst-13420	45	2	yolov8	PRODUCT
ajst-13420	45	3	2.1	CARDINAL
ajst-13420	46	1	yolov8 network yolov8	PERSON
ajst-13420	46	2	one	CARDINAL
ajst-13420	46	3	1014	CARDINAL
ajst-13420	47	1	yolov8	PERSON
ajst-13420	47	2	yolov5, yolov8	ORG
ajst-13420	48	1	firstly	ORDINAL
ajst-13420	48	2	yolov5	LOC
ajst-13420	49	1	yolov5	ORG
ajst-13420	50	1	yolov5	LOC
ajst-13420	55	1	1	CARDINAL
ajst-13420	55	2	yolov8	PRODUCT
ajst-13420	55	3	yolov8	PRODUCT
ajst-13420	55	4	1	CARDINAL
ajst-13420	56	1	first	ORDINAL
ajst-13420	59	1	2.2	CARDINAL
ajst-13420	59	2	two	CARDINAL
ajst-13420	60	1	cbam	PERSON
ajst-13420	60	2	two	CARDINAL
ajst-13420	63	1	conv conv c2f conv c2f conv c2f conv c2f	ORG
ajst-13420	63	2	conv conv conv	ORG
ajst-13420	63	3	bifpn c2f	ORG
ajst-13420	63	4	bifpn c2f conv bifpn c2f conv c2f	ORG
ajst-13420	63	5	conv bifpn	ORG
ajst-13420	63	6	conv bifpn	ORG
ajst-13420	63	7	conv conv conv	ORG
ajst-13420	63	8	n sa sa sa 299	ORG
ajst-13420	63	9	2	CARDINAL
ajst-13420	63	10	2	CARDINAL
ajst-13420	63	11	first	ORDINAL
ajst-13420	64	1	gn	ORG
ajst-13420	65	1	two	CARDINAL
ajst-13420	69	1	2.3	CARDINAL
ajst-13420	70	1	bifpn	ORG
ajst-13420	71	1	16	CARDINAL
ajst-13420	71	2	yolov8	PRODUCT
ajst-13420	72	1	3	CARDINAL
ajst-13420	75	1	panet	PERSON
ajst-13420	76	1	3	CARDINAL
ajst-13420	77	1	bifpn structures	ORG
ajst-13420	78	1	3	CARDINAL
ajst-13420	79	1	first	ORDINAL
ajst-13420	79	2	bifpn	ORG
ajst-13420	79	3	two	CARDINAL
ajst-13420	81	1	bifpn	ORG
ajst-13420	83	1	bifpn	ORG
ajst-13420	85	1	2.4	CARDINAL
ajst-13420	86	1	yolov8	PERSON
ajst-13420	89	1	σ(∙	PERSON
ajst-13420	90	1	fc(∙)=wx+b	ORG
ajst-13420	90	2	300	CARDINAL
ajst-13420	92	1	4	CARDINAL
ajst-13420	92	2	4	CARDINAL
ajst-13420	92	3	first	ORDINAL
ajst-13420	92	4	three	CARDINAL
ajst-13420	92	5	256	CARDINAL
ajst-13420	95	1	three	CARDINAL
ajst-13420	95	2	conv	ORG
ajst-13420	98	1	2.5	CARDINAL
ajst-13420	99	1	yolov8	PRODUCT
ajst-13420	101	1	iou	PERSON
ajst-13420	101	2	two	CARDINAL
ajst-13420	102	1	two	CARDINAL
ajst-13420	103	1	iou	PERSON
ajst-13420	103	2	close to zero	CARDINAL
ajst-13420	105	1	2 2	CARDINAL
ajst-13420	105	2	1	CARDINAL
ajst-13420	105	3	iou	PERSON
ajst-13420	105	4		ORG
ajst-13420	108	1	wiou	ORG
ajst-13420	108	2	two	CARDINAL
ajst-13420	109	1	wiouv1	PERSON
ajst-13420	109	2	1wiouv	CARDINAL
ajst-13420	109	3	2	CARDINAL
ajst-13420	109	4	conv conv conv upsample fusion c2f	ORG
ajst-13420	109	5	c2f conv c2f	ORG
ajst-13420	109	6	301	CARDINAL
ajst-13420	109	7	2 2	CARDINAL
ajst-13420	109	8	3	CARDINAL
ajst-13420	109	9	1ioul	CARDINAL
ajst-13420	110	1	4	CARDINAL
ajst-13420	111	1	wiouv1	GPE
ajst-13420	113	1	3 1wiouv	CARDINAL
ajst-13420	113	2	5	CARDINAL
ajst-13420	113	3		DATE
ajst-13420	113	4	6	CARDINAL
ajst-13420	114	1	0	CARDINAL
ajst-13420	114	2	iou iou l l 	PERSON
ajst-13420	114	3	7	CARDINAL
ajst-13420	114	4	3	CARDINAL
ajst-13420	115	1	3.1	CARDINAL
ajst-13420	115	2	peking university	ORG
ajst-13420	116	1	693	CARDINAL
ajst-13420	116	2	6	CARDINAL
ajst-13420	117	1	8:2	CARDINAL
ajst-13420	118	1	5	CARDINAL
ajst-13420	118	2	3 to 5	CARDINAL
ajst-13420	119	1	5	CARDINAL
ajst-13420	119	2	3.2	CARDINAL
ajst-13420	120	1	nvidia	ORG
ajst-13420	120	2	3080	CARDINAL
ajst-13420	120	3	12	CARDINAL
ajst-13420	122	1	32	CARDINAL
ajst-13420	122	2	200	CARDINAL
ajst-13420	122	3	0.01	CARDINAL
ajst-13420	123	1	3.3	CARDINAL
ajst-13420	123	2	second	ORDINAL
ajst-13420	126	1	9	CARDINAL
ajst-13420	126	2	1	CARDINAL
ajst-13420	127	1	10	CARDINAL
ajst-13420	127	2	1	CARDINAL
ajst-13420	129	1	11	CARDINAL
ajst-13420	130	1	f1	PERSON
ajst-13420	132	1	billions	CARDINAL
ajst-13420	132	2	second	ORDINAL
ajst-13420	134	1	3.4	CARDINAL
ajst-13420	134	2	3.4.1	CARDINAL
ajst-13420	135	1	yolov8	PRODUCT
ajst-13420	135	2	18	CARDINAL
ajst-13420	135	3	19	CARDINAL
ajst-13420	135	4	20	CARDINAL
ajst-13420	135	5	21	CARDINAL
ajst-13420	136	1	22	CARDINAL
ajst-13420	136	2	1	CARDINAL
ajst-13420	136	3	1	CARDINAL
ajst-13420	136	4	map50(%	PERSON
ajst-13420	136	5	90.8	CARDINAL
ajst-13420	136	6	46.8 91.8 85.4 88.0	QUANTITY
ajst-13420	136	7	91.5	CARDINAL
ajst-13420	136	8	93.9	CARDINAL
ajst-13420	136	9	90.0	CARDINAL
ajst-13420	136	10	90.7	CARDINAL
ajst-13420	136	11	89.0	CARDINAL
ajst-13420	136	12	89.9	CARDINAL
ajst-13420	136	13	88.0	CARDINAL
ajst-13420	136	14	90.2	CARDINAL
ajst-13420	136	15	90.6 85.7 88.0	QUANTITY
ajst-13420	136	16	91.7	CARDINAL
ajst-13420	136	17	92.9	CARDINAL
ajst-13420	136	18	86.7 90.0	CARDINAL
ajst-13420	136	19	93.0	CARDINAL
ajst-13420	136	20	89.8 91.0	PERSON
ajst-13420	138	1	302	CARDINAL
ajst-13420	139	1	f1	PERSON
ajst-13420	140	1	6	CARDINAL
ajst-13420	140	2	yolov8	PERSON
ajst-13420	142	1	5	CARDINAL
ajst-13420	143	1	3.4.2	CARDINAL
ajst-13420	144	1	yolov8	PRODUCT
ajst-13420	145	1	2	CARDINAL
ajst-13420	149	1	2	CARDINAL
ajst-13420	149	2	4	CARDINAL
ajst-13420	149	3	yolov8	PRODUCT
ajst-13420	151	1	2	CARDINAL
ajst-13420	153	1	four	CARDINAL
ajst-13420	154	1	3.4%	PERCENT
ajst-13420	154	2	33%	PERCENT
ajst-13420	154	3	12%	PERCENT
ajst-13420	154	4	32%	PERCENT
ajst-13420	155	1	2	CARDINAL
ajst-13420	155	2	map50(%	PERSON
ajst-13420	155	3	90.8	CARDINAL
ajst-13420	155	4	2.071	CARDINAL
ajst-13420	155	5	7.3 4.4	CARDINAL
ajst-13420	155	6	3.068	CARDINAL
ajst-13420	155	7	6.4	CARDINAL
ajst-13420	155	8	3	CARDINAL
ajst-13420	155	9	7.1 4.2	CARDINAL
ajst-13420	155	10	7.1 4.2	CARDINAL
ajst-13420	155	11	√ √ √	PERSON
ajst-13420	156	1	7.1 4.2 3.4.3	CARDINAL
ajst-13420	157	1	3	CARDINAL
ajst-13420	159	1	first	ORDINAL
ajst-13420	160	1	24.280	CARDINAL
ajst-13420	162	1	only 7.1	CARDINAL
ajst-13420	162	2	275.4	CARDINAL
ajst-13420	164	1	94.2%	PERCENT
ajst-13420	164	2	' 94.7%	PERCENT
ajst-13420	164	3	49.0%	PERCENT
ajst-13420	165	1	50 100 150	CARDINAL
ajst-13420	165	2	14	CARDINAL
ajst-13420	167	1	focaliou diou eiou	GPE
ajst-13420	167	2	303	CARDINAL
ajst-13420	168	1	3	CARDINAL
ajst-13420	168	2	map50(%	PERSON
ajst-13420	168	3	84.5 36.5	CARDINAL
ajst-13420	168	4	275.4	CARDINAL
ajst-13420	168	5	93.1	CARDINAL
ajst-13420	168	6	65.9 27.7	CARDINAL
ajst-13420	168	7	4.2 3.9	CARDINAL
ajst-13420	168	8	14.5	CARDINAL
ajst-13420	168	9	90.3	CARDINAL
ajst-13420	168	10	44.0	CARDINAL
ajst-13420	168	11	32.8	CARDINAL
ajst-13420	168	12	79.4	CARDINAL
ajst-13420	168	13	6.028	CARDINAL
ajst-13420	168	14	12.3	CARDINAL
ajst-13420	168	15	90.8	CARDINAL
ajst-13420	168	16	6.2	CARDINAL
ajst-13420	168	17	94.7	CARDINAL
ajst-13420	168	18	28.4 22.5	CARDINAL
ajst-13420	168	19	94.2	CARDINAL
ajst-13420	168	20	7.1 4.2	CARDINAL
ajst-13420	170	1	3.4.4	CARDINAL
ajst-13420	171	1	five	CARDINAL
ajst-13420	171	2	7	CARDINAL
ajst-13420	172	1	first	ORDINAL
ajst-13420	172	2	first	ORDINAL
ajst-13420	173	1	secondly	ORDINAL
ajst-13420	173	2	second	ORDINAL
ajst-13420	173	3	third	ORDINAL
ajst-13420	174	1	fourth	ORDINAL
ajst-13420	174	2	fifth	ORDINAL
ajst-13420	176	1	7	CARDINAL
ajst-13420	176	2	4	CARDINAL
ajst-13420	177	1	yolov8	PRODUCT
ajst-13420	182	1	94.2%	PERCENT
ajst-13420	182	2	49.0%	PERCENT
ajst-13420	187	1	1	CARDINAL
ajst-13420	187	2	wang j. detection	PERSON
ajst-13420	187	3	network[j	ORG
ajst-13420	188	1	2020	DATE
ajst-13420	188	2	8	CARDINAL
ajst-13420	188	3	108335-108345	DATE
ajst-13420	189	1	2	CARDINAL
ajst-13420	189	2	dai l	ORG
ajst-13420	189	3	li g	PERSON
ajst-13420	191	1	caai	PERSON
ajst-13420	191	2	2019	DATE
ajst-13420	191	3	4(2	DATE
ajst-13420	191	4	110	CARDINAL
ajst-13420	192	1	3	CARDINAL
ajst-13420	192	2	chen w	PERSON
ajst-13420	192	3	li t	PERSON
ajst-13420	193	1	2022	CARDINAL
ajst-13420	193	2	1-16	CARDINAL
ajst-13420	194	1	4	CARDINAL
ajst-13420	194	2	liao x	PERSON
ajst-13420	194	3	li	PERSON
ajst-13420	195	1	2021	CARDINAL
ajst-13420	195	2	11701	DATE
ajst-13420	196	1	5	CARDINAL
ajst-13420	196	2	liu s	PERSON
ajst-13420	196	3	zhao	PERSON
ajst-13420	197	1	2023	CARDINAL
ajst-13420	197	2	5963	CARDINAL
ajst-13420	198	1	6	CARDINAL
ajst-13420	198	2	dang z.	PERSON
ajst-13420	199	1	2023	CARDINAL
ajst-13420	200	1	7	CARDINAL
ajst-13420	201	1	1078110790	DATE
ajst-13420	202	1	8	CARDINAL
ajst-13420	202	2	yang y b. sa-net	PERSON
ajst-13420	202	3	networks[c]//icassp 2021-2021	PERSON
ajst-13420	203	1	2021	CARDINAL
ajst-13420	203	2	2235	CARDINAL
ajst-13420	204	1	304	CARDINAL
ajst-13420	205	1	9	CARDINAL
ajst-13420	205	2	chen y	PERSON
ajst-13420	208	1	arxiv preprint arxiv:2301.10051	ORG
ajst-13420	208	2	2023	CARDINAL
ajst-13420	209	1	10	CARDINAL
ajst-13420	209	2	a. yolov3	PERSON
ajst-13420	211	1	arxiv	ORG
ajst-13420	211	2	2018	DATE
ajst-13420	212	1	11	CARDINAL
ajst-13420	212	2	wang	PERSON
ajst-13420	212	3	m. yolov4	PERSON
ajst-13420	213	1	arxiv preprint arxiv:2004.10934, 2020	ORG
ajst-13420	214	1	12	CARDINAL
ajst-13420	214	2	ge	ORG
ajst-13420	214	3	liu s	PERSON
ajst-13420	214	4	wang f	PERSON
ajst-13420	214	5	yolo	PERSON
ajst-13420	214	6	2021[j	CARDINAL
ajst-13420	215	1	arxiv preprint arxiv:2107.08430	ORG
ajst-13420	215	2	2021	CARDINAL
ajst-13420	216	1	13	CARDINAL
ajst-13420	216	2	li l	PERSON
ajst-13420	216	3	jiang h	PERSON
ajst-13420	217	1	arxiv preprint arxiv:2209.02976	ORG
ajst-13420	217	2	2022	CARDINAL
ajst-13420	218	1	14	CARDINAL
ajst-13420	218	2	liao h y m. yolov7:	ORG
ajst-13420	218	3	detectors[c]//proceedings	ORG
ajst-13420	219	1	2023	CARDINAL
ajst-13420	219	2	7464-7475	DATE
ajst-13420	220	1	15	CARDINAL
ajst-13420	220	2	sun g. squeeze-and	PERSON
ajst-13420	221	1	2018	DATE
ajst-13420	221	2	7132-7141	DATE
ajst-13420	222	1	16	CARDINAL
ajst-13420	222	2	qin	PERSON
ajst-13420	223	1	2018	DATE
ajst-13420	223	2	8759-8768	DATE
ajst-13420	224	1	17	CARDINAL
ajst-13420	224	2	qin	PERSON
ajst-13420	225	1	2018	DATE
ajst-13420	225	2	8759-8768	DATE
ajst-13420	226	1	18	CARDINAL
ajst-13420	226	2	zheng z	PERSON
ajst-13420	226	3	wang p	PERSON
ajst-13420	226	4	liu w	PERSON
ajst-13420	227	1	2020	DATE
ajst-13420	227	2	12993-13000	DATE
ajst-13420	228	1	19	CARDINAL
ajst-13420	228	2	ren w	PERSON
ajst-13420	228	3	zhang z	PERSON
ajst-13420	228	4	iou	PERSON
ajst-13420	229	1	2022	CARDINAL
ajst-13420	229	2	506	CARDINAL
ajst-13420	229	3	146	CARDINAL
ajst-13420	230	1	20	CARDINAL
ajst-13420	231	1	2019	CARDINAL
ajst-13420	231	2	658	CARDINAL
ajst-13420	232	1	21	CARDINAL
ajst-13420	232	2	gevorgyan z. siou	PERSON
ajst-13420	233	1	arxiv	ORG
ajst-13420	233	2	2022	CARDINAL
ajst-13420	234	1	22	CARDINAL
ajst-13420	235	1	2017	CARDINAL
ajst-13420	235	2	2980-2988	CARDINAL
ajst-13420	236	1	23	CARDINAL
ajst-13420	236	2	liu w	PERSON
ajst-13420	236	3	2016	DATE
ajst-13420	236	4	14th	ORDINAL
ajst-13420	236	5	european	NORP
ajst-13420	236	6	amsterdam	GPE
ajst-13420	236	7	netherlands	GPE
ajst-13420	236	8	october 11–14	DATE
ajst-13420	236	9	2016	DATE
ajst-13420	236	10	14	CARDINAL
ajst-13420	237	1	2016	CARDINAL
ajst-13420	237	2	21	CARDINAL