id	sid	eid	entity	type
brj-22962	1	1	bioresources.com wang et al	PERSON
brj-22962	1	2	2023	CARDINAL
brj-22962	2	1	18(4	CARDINAL
brj-22962	2	2	8444	DATE
brj-22962	3	1	8444	DATE
brj-22962	4	1	tsw-yolo-v8n: optimization of detection	ORG
brj-22962	4	2	mingtao wang	PERSON
brj-22962	4	3	li	PERSON
brj-22962	4	4	wenyan cui	PERSON
brj-22962	4	5	xiaoyang xiang	PERSON
brj-22962	5	1	two	CARDINAL
brj-22962	7	1	tsw-yolo-v8n model	ORG
brj-22962	7	2	eight	CARDINAL
brj-22962	7	3	91.10%	PERCENT
brj-22962	7	4	6	CARDINAL
brj-22962	7	5	5.1%	PERCENT
brj-22962	7	6	1	CARDINAL
brj-22962	10	1	10.15376	CARDINAL
brj-22962	10	2	inner mongolia agricultural university	ORG
brj-22962	10	3	010018	DATE
brj-22962	10	4	china	GPE
brj-22962	10	5	zhengzhou	GPE
brj-22962	10	6	zhengzhou university	ORG
brj-22962	10	7	zhengzhou 450001	GPE
brj-22962	10	8	henan	GPE
brj-22962	10	9	china	GPE
brj-22962	11	1	one	CARDINAL
brj-22962	13	1	qayyum et al	PERSON
brj-22962	13	2	2016	DATE
brj-22962	17	1	bioresources.com wang et al	PERSON
brj-22962	18	1	2023	CARDINAL
brj-22962	19	1	18(4	CARDINAL
brj-22962	19	2	8444	DATE
brj-22962	20	1	yang et al.	PERSON
brj-22962	20	2	2018	DATE
brj-22962	21	1	two	CARDINAL
brj-22962	22	1	first	ORDINAL
brj-22962	23	1	one	CARDINAL
brj-22962	24	1	zhu et al	PERSON
brj-22962	24	2	2023	CARDINAL
brj-22962	25	1	ssd	ORG
brj-22962	26	1	second	ORDINAL
brj-22962	26	2	two	CARDINAL
brj-22962	28	1	two	CARDINAL
brj-22962	29	1	two	CARDINAL
brj-22962	32	1	two	CARDINAL
brj-22962	32	2	first	ORDINAL
brj-22962	35	1	yolo-v1	PERSON
brj-22962	35	2	first	ORDINAL
brj-22962	35	3	2016	DATE
brj-22962	37	1	wang et al	PERSON
brj-22962	37	2	2021a	DATE
brj-22962	38	1	kurdthongmee	PERSON
brj-22962	38	2	2023	CARDINAL
brj-22962	40	1	cui et al	PERSON
brj-22962	41	1	2023	CARDINAL
brj-22962	42	1	93.23%	PERCENT
brj-22962	42	2	less than 13	CARDINAL
brj-22962	42	3	wang et al	PERSON
brj-22962	43	1	2021b	CARDINAL
brj-22962	46	1	2021	CARDINAL
brj-22962	49	1	cao et al	PERSON
brj-22962	49	2	2023	CARDINAL
brj-22962	50	1	bioresources.com wang et al	PERSON
brj-22962	51	1	2023	CARDINAL
brj-22962	52	1	18(4	CARDINAL
brj-22962	52	2	8444	DATE
brj-22962	52	3	8446	DATE
brj-22962	55	1	han et al	PERSON
brj-22962	56	1	2023	CARDINAL
brj-22962	56	2	seven	CARDINAL
brj-22962	61	1	tsw-yolo-v8n	ORG
brj-22962	66	1	1	CARDINAL
brj-22962	67	1	2	CARDINAL
brj-22962	68	1	3	CARDINAL
brj-22962	68	2	bifpn bidirectional cross	ORG
brj-22962	69	1	4	CARDINAL
brj-22962	70	1	2022	CARDINAL
brj-22962	72	1	3,612	CARDINAL
brj-22962	73	1	1	CARDINAL
brj-22962	75	1	six	CARDINAL
brj-22962	75	2	bioresources.com wang et al	PERSON
brj-22962	76	1	2023	CARDINAL
brj-22962	77	1	18(4	CARDINAL
brj-22962	77	2	8444	DATE
brj-22962	77	3	8447	CARDINAL
brj-22962	77	4	affine	ORG
brj-22962	78	1	18,060	CARDINAL
brj-22962	79	1	21,672	CARDINAL
brj-22962	80	1	fig	ORG
brj-22962	81	1	1.	CARDINAL
brj-22962	81	2	eight	CARDINAL
brj-22962	81	3	three	CARDINAL
brj-22962	81	4	8:1:1	CARDINAL
brj-22962	83	1	eight	CARDINAL
brj-22962	84	1	2	CARDINAL
brj-22962	84	2	1	CARDINAL
brj-22962	84	3	2	CARDINAL
brj-22962	86	1	2	CARDINAL
brj-22962	86	2	2	CARDINAL
brj-22962	87	1	3	CARDINAL
brj-22962	87	2	2	CARDINAL
brj-22962	89	1	4	CARDINAL
brj-22962	89	2	2-d	QUANTITY
brj-22962	91	1	bioresources.com wang et al	PERSON
brj-22962	91	2	2023	CARDINAL
brj-22962	92	1	18(4	CARDINAL
brj-22962	92	2	8444	DATE
brj-22962	93	1	8448	DATE
brj-22962	94	1	2	CARDINAL
brj-22962	95	1	tsw-yolo-v8n the yolo-v8	ORG
brj-22962	95	2	yolov5	PERSON
brj-22962	95	3	2023	CARDINAL
brj-22962	99	1	yolo-v8n	PERSON
brj-22962	99	2	only 6	CARDINAL
brj-22962	101	1	four	CARDINAL
brj-22962	101	2	yolov8	PERSON
brj-22962	104	1	3	CARDINAL
brj-22962	105	1	bioresources.com wang et al	PERSON
brj-22962	105	2	2023	CARDINAL
brj-22962	106	1	18(4	CARDINAL
brj-22962	106	2	8444	DATE
brj-22962	107	1	8449	DATE
brj-22962	108	1	3	CARDINAL
brj-22962	108	2	tsw-yolo-v8n	ORG
brj-22962	108	3	yolov8	PERSON
brj-22962	120	1	4	CARDINAL
brj-22962	120	2	bioresources.com wang et al	PERSON
brj-22962	120	3	2023	CARDINAL
brj-22962	121	1	18(4	CARDINAL
brj-22962	121	2	8444	DATE
brj-22962	122	1	8450	CARDINAL
brj-22962	123	1	4	CARDINAL
brj-22962	123	2	2020	DATE
brj-22962	123	3	three	CARDINAL
brj-22962	124	1	two	CARDINAL
brj-22962	124	2	one	CARDINAL
brj-22962	125	1	2018	DATE
brj-22962	126	1	three	CARDINAL
brj-22962	129	1	three	CARDINAL
brj-22962	129	2	w	GPE
brj-22962	129	3	w	GPE
brj-22962	130	1	bifpn feature fusion	ORG
brj-22962	134	1	2020	DATE
brj-22962	139	1	5	CARDINAL
brj-22962	142	1	bioresources.com wang et al	PERSON
brj-22962	142	2	2023	CARDINAL
brj-22962	143	1	18(4	CARDINAL
brj-22962	143	2	8444	DATE
brj-22962	143	3	8451	DATE
brj-22962	144	1	bifpn	ORG
brj-22962	144	2	pfn	PRODUCT
brj-22962	149	1	yolov8	PERSON
brj-22962	151	1	2023	CARDINAL
brj-22962	152	1	two	CARDINAL
brj-22962	153	1	tong et al	PERSON
brj-22962	153	2	three	CARDINAL
brj-22962	153	3	3	CARDINAL
brj-22962	154	1	iou	PERSON
brj-22962	156	1	1.	CARDINAL
brj-22962	156	2	3 3	CARDINAL
brj-22962	156	3	wiouv wiouv r	PERSON
brj-22962	156	4	l l (1	DATE
brj-22962	156	5	bifpn peer-reviewed	ORG
brj-22962	156	6	bioresources.com wang et al	PERSON
brj-22962	156	7	2023	CARDINAL
brj-22962	157	1	18(4	CARDINAL
brj-22962	157	2	8444	DATE
brj-22962	157	3	eq.1	WORK_OF_ART
brj-22962	157	4	hyperparameters.when 	PERSON
brj-22962	157	5	1	CARDINAL
brj-22962	160	1	1	CARDINAL
brj-22962	161	1	1	CARDINAL
brj-22962	161	2	640	CARDINAL
brj-22962	161	3	2	CARDINAL
brj-22962	161	4	400	CARDINAL
brj-22962	161	5	3	CARDINAL
brj-22962	161	6	16 4	DATE
brj-22962	161	7	0.001 5	CARDINAL
brj-22962	162	1	0.0005 6	CARDINAL
brj-22962	162	2	0.7	CARDINAL
brj-22962	162	3	1	CARDINAL
brj-22962	162	4	10	CARDINAL
brj-22962	162	5	21h2	CARDINAL
brj-22962	162	6	13600kf 3.50ghz	CARDINAL
brj-22962	162	7	8	CARDINAL
brj-22962	162	8	cuda 11.8.0	ORG
brj-22962	162	9	32.0	CARDINAL
brj-22962	162	10	2.0.1	CARDINAL
brj-22962	162	11	3.9.16	CARDINAL
brj-22962	162	12	f1	PERSON
brj-22962	163	1	tsw-yolo-v8n	ORG
brj-22962	164	1	2	CARDINAL
brj-22962	165	1	5.1%	PERCENT
brj-22962	168	1	20%	PERCENT
brj-22962	170	1	bioresources.com wang et al	PERSON
brj-22962	170	2	2023	CARDINAL
brj-22962	171	1	18(4	CARDINAL
brj-22962	171	2	8444	DATE
brj-22962	171	3	8453	DATE
brj-22962	171	4	tsw-yolo-v8n	ORG
brj-22962	171	5	2	CARDINAL
brj-22962	174	1	2	CARDINAL
brj-22962	174	2	tsw-yolo-v8n	ORG
brj-22962	174	3	94.7%	PERCENT
brj-22962	174	4	94.6%	PERCENT
brj-22962	174	5	79.2%	PERCENT
brj-22962	174	6	89.6%	PERCENT
brj-22962	174	7	92.7%	PERCENT
brj-22962	174	8	94.9%	PERCENT
brj-22962	174	9	98.0%	PERCENT
brj-22962	174	10	44.4%	PERCENT
brj-22962	174	11	86.0%	PERCENT
brj-22962	174	12	2019	DATE
brj-22962	175	1	77.70%	PERCENT
brj-22962	175	2	86.30%	PERCENT
brj-22962	175	3	88.30%	PERCENT
brj-22962	175	4	88.40%	PERCENT
brj-22962	175	5	84.40%	PERCENT
brj-22962	175	6	81.80%	PERCENT
brj-22962	175	7	85.30%	PERCENT
brj-22962	175	8	83.50%	PERCENT
brj-22962	175	9	84.80%	PERCENT
brj-22962	175	10	liu et al	PERSON
brj-22962	175	11	2016	DATE
brj-22962	175	12	61.00%	PERCENT
brj-22962	175	13	71.67%	PERCENT
brj-22962	175	14	40.27%	PERCENT
brj-22962	175	15	66.33%	PERCENT
brj-22962	175	16	53.92%	PERCENT
brj-22962	175	17	54.66%	PERCENT
brj-22962	175	18	59.94%	PERCENT
brj-22962	175	19	75.74%	PERCENT
brj-22962	175	20	60.44%	PERCENT
brj-22962	175	21	88.10%	PERCENT
brj-22962	175	22	90.90%	PERCENT
brj-22962	175	23	71.70%	PERCENT
brj-22962	175	24	75.10%	PERCENT
brj-22962	175	25	77.80%	PERCENT
brj-22962	175	26	90.80%	PERCENT
brj-22962	175	27	97.40 50.30%	PERCENT
brj-22962	175	28	80.30%	PERCENT
brj-22962	175	29	96.6%	PERCENT
brj-22962	175	30	97.7%	PERCENT
brj-22962	175	31	88.30%	PERCENT
brj-22962	175	32	82.4%	PERCENT
brj-22962	175	33	99.0%	PERCENT
brj-22962	175	34	97.9%	PERCENT
brj-22962	175	35	98.8%	PERCENT
brj-22962	175	36	68.5%	PERCENT
brj-22962	175	37	91.1%	PERCENT
brj-22962	175	38	6	CARDINAL
brj-22962	180	1	bioresources.com wang et al	PERSON
brj-22962	180	2	2023	CARDINAL
brj-22962	181	1	18(4	CARDINAL
brj-22962	181	2	8444	DATE
brj-22962	182	1	6	CARDINAL
brj-22962	182	2	tsw-yolo-v8n	ORG
brj-22962	182	3	tsw-yolo-v8n	ORG
brj-22962	184	1	two	CARDINAL
brj-22962	186	1	tsw-yolo-v8n	ORG
brj-22962	188	1	bioresources.com wang et al	PERSON
brj-22962	188	2	2023	CARDINAL
brj-22962	189	1	18(4	CARDINAL
brj-22962	189	2	8444	DATE
brj-22962	189	3	8455	DATE
brj-22962	190	1	7	CARDINAL
brj-22962	190	2	eight	CARDINAL
brj-22962	190	3	tsw-yolo-v8n models	ORG
brj-22962	192	1	8	CARDINAL
brj-22962	192	2	one	CARDINAL
brj-22962	192	3	one	CARDINAL
brj-22962	192	4	7	CARDINAL
brj-22962	193	1	tsw-yolo-v8n model	ORG
brj-22962	193	2	8	CARDINAL
brj-22962	194	1	8a	CARDINAL
brj-22962	194	2	6	CARDINAL
brj-22962	196	1	8	CARDINAL
brj-22962	196	2	tsw-yolo-v8n	ORG
brj-22962	198	1	bioresources.com wang et al	PERSON
brj-22962	198	2	2023	CARDINAL
brj-22962	199	1	18(4	CARDINAL
brj-22962	199	2	8444	DATE
brj-22962	200	1	8456	CARDINAL
brj-22962	200	2	1	CARDINAL
brj-22962	201	1	tsw-yolo-v8n	ORG
brj-22962	202	1	2	CARDINAL
brj-22962	202	2	tsw-yolo-v8n	ORG
brj-22962	204	1	5.1%	PERCENT
brj-22962	205	1	6	CARDINAL
brj-22962	207	1	inner mongolia autonomous	LOC
brj-22962	209	1	liu	PERSON
brj-22962	209	2	jiang	PERSON
brj-22962	209	3	l.	GPE
brj-22962	209	4	chen	PERSON
brj-22962	209	5	2023	CARDINAL
brj-22962	210	1	arxiv preprint arxiv:2306.12113	ORG
brj-22962	211	1	10.48550	CARDINAL
brj-22962	211	2	arxiv.2306.12113 cui	GPE
brj-22962	211	3	s.	PERSON
brj-22962	211	4	liu	PERSON
brj-22962	211	5	s.	PERSON
brj-22962	211	6	2023	CARDINAL
brj-22962	212	1	1	CARDINAL
brj-22962	213	1	10.1007	CARDINAL
brj-22962	213	2	023-14588	DATE
brj-22962	213	3	guo	PERSON
brj-22962	213	4	x.	GPE
brj-22962	213	5	chen	PERSON
brj-22962	213	6	zhou	PERSON
brj-22962	213	7	z.	PERSON
brj-22962	213	8	q.	PERSON
brj-22962	213	9	2021	CARDINAL
brj-22962	214	1	16(3	CARDINAL
brj-22962	214	2	5390-5406	CARDINAL
brj-22962	215	1	doi:10.15376	PERSON
brj-22962	215	2	han	NORP
brj-22962	215	3	s.	GPE
brj-22962	215	4	jiang	GPE
brj-22962	215	5	x.	GPE
brj-22962	215	6	wu	PERSON
brj-22962	215	7	z.	PERSON
brj-22962	215	8	2023	CARDINAL
brj-22962	216	1	yolov5	ORG
brj-22962	217	1	10.1109/access.2023.3293864	MONEY
brj-22962	217	2	a.	PERSON
brj-22962	217	3	2022	CARDINAL
brj-22962	218	1	10	CARDINAL
brj-22962	218	2	581	CARDINAL
brj-22962	219	1	10.12688	CARDINAL
brj-22962	219	2	w.	PERSON
brj-22962	219	3	2023	CARDINAL
brj-22962	220	1	ssrn 4395580	EVENT
brj-22962	221	1	10.2139/ssrn.4395580 liu	DATE
brj-22962	221	2	w.	PERSON
brj-22962	221	3	d.	NORP
brj-22962	221	4	d.	NORP
brj-22962	221	5	c., reed	PERSON
brj-22962	221	6	s.	PERSON
brj-22962	221	7	fu	GPE
brj-22962	221	8	c. y.	PERSON
brj-22962	221	9	berg	PERSON
brj-22962	221	10	a. c.	PERSON
brj-22962	221	11	2016	DATE
brj-22962	222	1	multibox detector	ORG
brj-22962	222	2	2016	DATE
brj-22962	222	3	14th	ORDINAL
brj-22962	222	4	european	NORP
brj-22962	222	5	amsterdam	GPE
brj-22962	222	6	netherlands	GPE
brj-22962	222	7	october 11–14	DATE
brj-22962	222	8	2016	DATE
brj-22962	222	9	14	CARDINAL
brj-22962	223	1	21	CARDINAL
brj-22962	225	1	10.1007/978-3-319-46448	CARDINAL
brj-22962	225	2	bioresources.com wang et al	PERSON
brj-22962	225	3	2023	CARDINAL
brj-22962	226	1	18(4	CARDINAL
brj-22962	226	2	8444	DATE
brj-22962	226	3	8457	CARDINAL
brj-22962	226	4	d.	NORP
brj-22962	226	5	nalamada	GPE
brj-22962	226	6	t.	GPE
brj-22962	226	7	arasanipalai, a. u.	ORG
brj-22962	226	8	hou	GPE
brj-22962	226	9	2020	DATE
brj-22962	227	1	winter	DATE
brj-22962	228	1	3139-3148	CARDINAL
brj-22962	229	1	shih	ORG
brj-22962	229	2	k. h.	PERSON
brj-22962	229	3	chiu	PERSON
brj-22962	229	4	c. t.	PERSON
brj-22962	229	5	lin	GPE
brj-22962	229	6	j. a.	PERSON
brj-22962	229	7	2019	DATE
brj-22962	230	1	2164	CARDINAL
brj-22962	231	1	m.	PERSON
brj-22962	231	2	pang	GPE
brj-22962	231	3	r.	NORP
brj-22962	231	4	q. v.	PERSON
brj-22962	231	5	2020	DATE
brj-22962	233	1	10781-10790	DATE
brj-22962	234	1	tong	GPE
brj-22962	234	2	z., chen	PERSON
brj-22962	234	3	xu	PERSON
brj-22962	234	4	z.	PERSON
brj-22962	234	5	2023	CARDINAL
brj-22962	235	1	arxiv	ORG
brj-22962	236	1	doi	PERSON
brj-22962	236	2	10.48550	CARDINAL
brj-22962	236	3	arxiv.2301.10051 wang	PERSON
brj-22962	236	4	b.	PERSON
brj-22962	236	5	yang	GPE
brj-22962	236	6	qin	PERSON
brj-22962	236	7	g.	PERSON
brj-22962	236	8	2021a	DATE
brj-22962	237	1	yolov3	ORG
brj-22962	237	2	16(4	CARDINAL
brj-22962	237	3	6766-6780	DATE
brj-22962	238	1	10.15376/biores.16.4.6766-6780	QUANTITY
brj-22962	238	2	zhang w.	PERSON
brj-22962	238	3	gao r.	PERSON
brj-22962	238	4	jin z.	PERSON
brj-22962	239	1	yolov4	PERSON
brj-22962	239	2	6(4	CARDINAL
brj-22962	239	3	120126	DATE
brj-22962	240	1	1359.202010009	CARDINAL
brj-22962	240	2	s.	GPE
brj-22962	240	3	park	GPE
brj-22962	240	4	j., lee	GPE
brj-22962	240	5	j. y.	PERSON
brj-22962	240	6	kweon	ORG
brj-22962	240	7	i. s.	PERSON
brj-22962	240	8	2018	DATE
brj-22962	241	1	european	NORP
brj-22962	242	1	3-19	CARDINAL
brj-22962	242	2	yang	PERSON
brj-22962	242	3	f.	PERSON
brj-22962	242	4	wang	PERSON
brj-22962	242	5	wang	PERSON
brj-22962	242	6	s.	PERSON
brj-22962	242	7	cheng	PERSON
brj-22962	242	8	2018	DATE
brj-22962	243	1	2018	CARDINAL
brj-22962	243	2	2018	DATE
brj-22962	244	1	413-418	CARDINAL
brj-22962	245	1	zhou s.	PERSON
brj-22962	245	2	liu x.	PERSON
brj-22962	245	3	zeng y.	PERSON
brj-22962	245	4	li	PERSON
brj-22962	245	5	s.	PERSON
brj-22962	245	6	2023	CARDINAL
brj-22962	246	1	36(04	CARDINAL
brj-22962	246	2	101	CARDINAL
brj-22962	247	1	september 11	DATE
brj-22962	247	2	2023	CARDINAL
brj-22962	247	3	october 7	DATE
brj-22962	247	4	2023	CARDINAL
brj-22962	247	5	october 8	DATE
brj-22962	247	6	2023	CARDINAL
brj-22962	247	7	october 26	DATE
brj-22962	247	8	2023	CARDINAL
brj-22962	248	1	10.15376	CARDINAL