id	sid	tid	token	lemma	pos
ajst-3256	1	1	academic	academic	ADJ
ajst-3256	1	2	journal	journal	NOUN
ajst-3256	1	3	of	of	ADP
ajst-3256	1	4	science	science	NOUN
ajst-3256	1	5	and	and	CCONJ
ajst-3256	1	6	technology	technology	NOUN
ajst-3256	1	7	issn	issn	NOUN
ajst-3256	1	8	:	:	PUNCT
ajst-3256	1	9	2771	2771	NUM
ajst-3256	1	10	-	-	SYM
ajst-3256	1	11	3032	3032	NUM
ajst-3256	1	12	|	|	NOUN
ajst-3256	1	13	vol	vol	NOUN
ajst-3256	1	14	.	.	PROPN
ajst-3256	2	1	4	4	NUM
ajst-3256	2	2	,	,	PUNCT
ajst-3256	2	3	no	no	INTJ
ajst-3256	2	4	.	.	NOUN
ajst-3256	2	5	1	1	NUM
ajst-3256	2	6	,	,	PUNCT
ajst-3256	2	7	2022	2022	NUM
ajst-3256	2	8	73	73	NUM
ajst-3256	2	9	application	application	NOUN
ajst-3256	2	10	and	and	CCONJ
ajst-3256	2	11	prospect	prospect	NOUN
ajst-3256	2	12	of	of	ADP
ajst-3256	2	13	image	image	NOUN
ajst-3256	2	14	recognition	recognition	NOUN
ajst-3256	2	15	in	in	ADP
ajst-3256	2	16	intelligent	intelligent	ADJ
ajst-3256	2	17	agriculture	agriculture	NOUN
ajst-3256	2	18	wenhao	wenhao	PROPN
ajst-3256	2	19	hu1	hu1	PROPN
ajst-3256	2	20	,	,	PUNCT
ajst-3256	2	21	a	a	DET
ajst-3256	2	22	1college	1college	PROPN
ajst-3256	2	23	of	of	ADP
ajst-3256	2	24	engineering	engineering	PROPN
ajst-3256	2	25	,	,	PUNCT
ajst-3256	2	26	south	south	PROPN
ajst-3256	2	27	china	china	PROPN
ajst-3256	2	28	agricultural	agricultural	PROPN
ajst-3256	2	29	university	university	PROPN
ajst-3256	2	30	,	,	PUNCT
ajst-3256	2	31	guangzhou	guangzhou	PROPN
ajst-3256	2	32	510642	510642	NUM
ajst-3256	2	33	,	,	PUNCT
ajst-3256	2	34	p.r	p.r	PROPN
ajst-3256	2	35	.	.	PROPN
ajst-3256	2	36	china	china	PROPN
ajst-3256	2	37	aauthor	aauthor	PROPN
ajst-3256	2	38	’s	’s	PART
ajst-3256	2	39	e	e	NOUN
ajst-3256	2	40	-	-	NOUN
ajst-3256	2	41	mail	mail	NOUN
ajst-3256	2	42	:	:	PUNCT
ajst-3256	2	43	huwenhao44026@163.com	huwenhao44026@163.com	X
ajst-3256	3	1	abstract	abstract	ADJ
ajst-3256	3	2	:	:	PUNCT
ajst-3256	3	3	image	image	NOUN
ajst-3256	3	4	recognition	recognition	NOUN
ajst-3256	3	5	has	have	AUX
ajst-3256	3	6	been	be	AUX
ajst-3256	3	7	successfully	successfully	ADV
ajst-3256	3	8	applied	apply	VERB
ajst-3256	3	9	in	in	ADP
ajst-3256	3	10	automatic	automatic	ADJ
ajst-3256	3	11	driving	driving	NOUN
ajst-3256	3	12	and	and	CCONJ
ajst-3256	3	13	face	face	NOUN
ajst-3256	3	14	recognition	recognition	NOUN
ajst-3256	3	15	,	,	PUNCT
ajst-3256	3	16	and	and	CCONJ
ajst-3256	3	17	its	its	PRON
ajst-3256	3	18	application	application	NOUN
ajst-3256	3	19	in	in	ADP
ajst-3256	3	20	agriculture	agriculture	NOUN
ajst-3256	3	21	can	can	AUX
ajst-3256	3	22	greatly	greatly	ADV
ajst-3256	3	23	promote	promote	VERB
ajst-3256	3	24	the	the	DET
ajst-3256	3	25	process	process	NOUN
ajst-3256	3	26	of	of	ADP
ajst-3256	3	27	intelligent	intelligent	ADJ
ajst-3256	3	28	agriculture	agriculture	NOUN
ajst-3256	3	29	.	.	PUNCT
ajst-3256	4	1	this	this	DET
ajst-3256	4	2	article	article	NOUN
ajst-3256	4	3	firstly	firstly	ADV
ajst-3256	4	4	expounds	expound	VERB
ajst-3256	4	5	the	the	DET
ajst-3256	4	6	basic	basic	ADJ
ajst-3256	4	7	concepts	concept	NOUN
ajst-3256	4	8	of	of	ADP
ajst-3256	4	9	the	the	DET
ajst-3256	4	10	intelligent	intelligent	ADJ
ajst-3256	4	11	agriculture	agriculture	NOUN
ajst-3256	4	12	and	and	CCONJ
ajst-3256	4	13	image	image	NOUN
ajst-3256	4	14	recognition	recognition	NOUN
ajst-3256	4	15	,	,	PUNCT
ajst-3256	4	16	and	and	CCONJ
ajst-3256	4	17	enumerates	enumerate	VERB
ajst-3256	4	18	the	the	DET
ajst-3256	4	19	part	part	NOUN
ajst-3256	4	20	of	of	ADP
ajst-3256	4	21	the	the	DET
ajst-3256	4	22	development	development	NOUN
ajst-3256	4	23	of	of	ADP
ajst-3256	4	24	intelligent	intelligent	ADJ
ajst-3256	4	25	agriculture	agriculture	NOUN
ajst-3256	4	26	in	in	ADP
ajst-3256	4	27	china	china	PROPN
ajst-3256	4	28	and	and	CCONJ
ajst-3256	4	29	abroad	abroad	ADV
ajst-3256	4	30	.	.	PUNCT
ajst-3256	5	1	then	then	ADV
ajst-3256	5	2	,	,	PUNCT
ajst-3256	5	3	the	the	DET
ajst-3256	5	4	image	image	NOUN
ajst-3256	5	5	recognition	recognition	NOUN
ajst-3256	5	6	in	in	ADP
ajst-3256	5	7	land	land	NOUN
ajst-3256	5	8	classification	classification	NOUN
ajst-3256	5	9	and	and	CCONJ
ajst-3256	5	10	protection	protection	NOUN
ajst-3256	5	11	,	,	PUNCT
ajst-3256	5	12	accurate	accurate	ADJ
ajst-3256	5	13	identification	identification	NOUN
ajst-3256	5	14	of	of	ADP
ajst-3256	5	15	animals	animal	NOUN
ajst-3256	5	16	as	as	ADV
ajst-3256	5	17	well	well	ADV
ajst-3256	5	18	as	as	ADP
ajst-3256	5	19	pest	pest	VERB
ajst-3256	5	20	and	and	CCONJ
ajst-3256	5	21	disease	disease	NOUN
ajst-3256	5	22	detection	detection	NOUN
ajst-3256	5	23	are	be	AUX
ajst-3256	5	24	analyzed	analyze	VERB
ajst-3256	5	25	.	.	PUNCT
ajst-3256	6	1	it	it	PRON
ajst-3256	6	2	is	be	AUX
ajst-3256	6	3	concluded	conclude	VERB
ajst-3256	6	4	that	that	SCONJ
ajst-3256	6	5	the	the	DET
ajst-3256	6	6	source	source	NOUN
ajst-3256	6	7	of	of	ADP
ajst-3256	6	8	image	image	NOUN
ajst-3256	6	9	data	datum	NOUN
ajst-3256	6	10	is	be	AUX
ajst-3256	6	11	relatively	relatively	ADV
ajst-3256	6	12	single	single	ADJ
ajst-3256	6	13	,	,	PUNCT
ajst-3256	6	14	and	and	CCONJ
ajst-3256	6	15	it	it	PRON
ajst-3256	6	16	is	be	AUX
ajst-3256	6	17	difficult	difficult	ADJ
ajst-3256	6	18	to	to	PART
ajst-3256	6	19	deal	deal	VERB
ajst-3256	6	20	with	with	ADP
ajst-3256	6	21	the	the	DET
ajst-3256	6	22	identification	identification	NOUN
ajst-3256	6	23	problem	problem	NOUN
ajst-3256	6	24	of	of	ADP
ajst-3256	6	25	multi	multi	ADJ
ajst-3256	6	26	-	-	ADJ
ajst-3256	6	27	agent	agent	ADJ
ajst-3256	6	28	and	and	CCONJ
ajst-3256	6	29	multi	multi	ADJ
ajst-3256	6	30	-	-	ADJ
ajst-3256	6	31	variable	variable	ADJ
ajst-3256	6	32	quickly	quickly	ADV
ajst-3256	6	33	and	and	CCONJ
ajst-3256	6	34	accurately	accurately	ADV
ajst-3256	6	35	,	,	PUNCT
ajst-3256	6	36	as	as	ADV
ajst-3256	6	37	well	well	ADV
ajst-3256	6	38	as	as	ADP
ajst-3256	6	39	the	the	DET
ajst-3256	6	40	hardware	hardware	NOUN
ajst-3256	6	41	performance	performance	NOUN
ajst-3256	6	42	is	be	AUX
ajst-3256	6	43	defective	defective	ADJ
ajst-3256	6	44	.	.	PUNCT
ajst-3256	7	1	finally	finally	ADV
ajst-3256	7	2	,	,	PUNCT
ajst-3256	7	3	the	the	DET
ajst-3256	7	4	prospect	prospect	NOUN
ajst-3256	7	5	of	of	ADP
ajst-3256	7	6	the	the	DET
ajst-3256	7	7	application	application	NOUN
ajst-3256	7	8	of	of	ADP
ajst-3256	7	9	image	image	NOUN
ajst-3256	7	10	recognition	recognition	NOUN
ajst-3256	7	11	in	in	ADP
ajst-3256	7	12	intelligent	intelligent	ADJ
ajst-3256	7	13	agriculture	agriculture	NOUN
ajst-3256	7	14	is	be	AUX
ajst-3256	7	15	proposed	propose	VERB
ajst-3256	7	16	,	,	PUNCT
ajst-3256	7	17	which	which	PRON
ajst-3256	7	18	can	can	AUX
ajst-3256	7	19	be	be	AUX
ajst-3256	7	20	used	use	VERB
ajst-3256	7	21	as	as	ADP
ajst-3256	7	22	a	a	DET
ajst-3256	7	23	reference	reference	NOUN
ajst-3256	7	24	for	for	ADP
ajst-3256	7	25	future	future	ADJ
ajst-3256	7	26	research	research	NOUN
ajst-3256	7	27	in	in	ADP
ajst-3256	7	28	related	related	ADJ
ajst-3256	7	29	fields	field	NOUN
ajst-3256	7	30	.	.	PUNCT
ajst-3256	8	1	keywords	keyword	NOUN
ajst-3256	8	2	:	:	PUNCT
ajst-3256	8	3	intelligent	intelligent	ADJ
ajst-3256	8	4	agriculture	agriculture	NOUN
ajst-3256	8	5	,	,	PUNCT
ajst-3256	8	6	image	image	NOUN
ajst-3256	8	7	recognition	recognition	NOUN
ajst-3256	8	8	,	,	PUNCT
ajst-3256	8	9	deep	deep	ADJ
ajst-3256	8	10	learning	learning	NOUN
ajst-3256	8	11	.	.	PUNCT
ajst-3256	9	1	1	1	X
ajst-3256	9	2	.	.	X
ajst-3256	9	3	introduction	introduction	NOUN
ajst-3256	9	4	agriculture	agriculture	NOUN
ajst-3256	9	5	is	be	AUX
ajst-3256	9	6	closely	closely	ADV
ajst-3256	9	7	related	relate	VERB
ajst-3256	9	8	to	to	ADP
ajst-3256	9	9	human	human	ADJ
ajst-3256	9	10	beings	being	NOUN
ajst-3256	9	11	.	.	PUNCT
ajst-3256	10	1	it	it	PRON
ajst-3256	10	2	is	be	AUX
ajst-3256	10	3	the	the	DET
ajst-3256	10	4	foundation	foundation	NOUN
ajst-3256	10	5	of	of	ADP
ajst-3256	10	6	economic	economic	ADJ
ajst-3256	10	7	development	development	NOUN
ajst-3256	10	8	and	and	CCONJ
ajst-3256	10	9	an	an	DET
ajst-3256	10	10	important	important	ADJ
ajst-3256	10	11	guarantee	guarantee	NOUN
ajst-3256	10	12	of	of	ADP
ajst-3256	10	13	social	social	ADJ
ajst-3256	10	14	stability	stability	NOUN
ajst-3256	10	15	.	.	PUNCT
ajst-3256	11	1	after	after	ADP
ajst-3256	11	2	entering	enter	VERB
ajst-3256	11	3	the	the	DET
ajst-3256	11	4	21st	21st	ADJ
ajst-3256	11	5	century	century	NOUN
ajst-3256	11	6	,	,	PUNCT
ajst-3256	11	7	the	the	DET
ajst-3256	11	8	world	world	NOUN
ajst-3256	11	9	population	population	NOUN
ajst-3256	11	10	is	be	AUX
ajst-3256	11	11	still	still	ADV
ajst-3256	11	12	growing	grow	VERB
ajst-3256	11	13	in	in	ADP
ajst-3256	11	14	the	the	DET
ajst-3256	11	15	range	range	NOUN
ajst-3256	11	16	that	that	PRON
ajst-3256	11	17	can	can	AUX
ajst-3256	11	18	be	be	AUX
ajst-3256	11	19	expected	expect	VERB
ajst-3256	11	20	.	.	PUNCT
ajst-3256	12	1	even	even	ADV
ajst-3256	12	2	if	if	SCONJ
ajst-3256	12	3	the	the	DET
ajst-3256	12	4	growth	growth	NOUN
ajst-3256	12	5	rate	rate	NOUN
ajst-3256	12	6	is	be	AUX
ajst-3256	12	7	slower	slow	ADJ
ajst-3256	12	8	than	than	ADP
ajst-3256	12	9	that	that	PRON
ajst-3256	12	10	of	of	ADP
ajst-3256	12	11	the	the	DET
ajst-3256	12	12	last	last	ADJ
ajst-3256	12	13	century	century	NOUN
ajst-3256	12	14	,	,	PUNCT
ajst-3256	12	15	the	the	DET
ajst-3256	12	16	world	world	NOUN
ajst-3256	12	17	population	population	NOUN
ajst-3256	12	18	is	be	AUX
ajst-3256	12	19	still	still	ADV
ajst-3256	12	20	growing	grow	VERB
ajst-3256	12	21	in	in	ADP
ajst-3256	12	22	a	a	DET
ajst-3256	12	23	very	very	ADV
ajst-3256	12	24	large	large	ADJ
ajst-3256	12	25	number	number	NOUN
ajst-3256	12	26	due	due	ADP
ajst-3256	12	27	to	to	ADP
ajst-3256	12	28	its	its	PRON
ajst-3256	12	29	huge	huge	ADJ
ajst-3256	12	30	base	base	NOUN
ajst-3256	12	31	,	,	PUNCT
ajst-3256	12	32	and	and	CCONJ
ajst-3256	12	33	the	the	DET
ajst-3256	12	34	output	output	NOUN
ajst-3256	12	35	of	of	ADP
ajst-3256	12	36	food	food	NOUN
ajst-3256	12	37	needs	need	VERB
ajst-3256	12	38	to	to	PART
ajst-3256	12	39	increase	increase	VERB
ajst-3256	12	40	accordingly	accordingly	ADV
ajst-3256	12	41	to	to	PART
ajst-3256	12	42	meet	meet	VERB
ajst-3256	12	43	the	the	DET
ajst-3256	12	44	demand	demand	NOUN
ajst-3256	12	45	for	for	ADP
ajst-3256	12	46	food	food	NOUN
ajst-3256	12	47	in	in	ADP
ajst-3256	12	48	the	the	DET
ajst-3256	12	49	future	future	NOUN
ajst-3256	12	50	.	.	PUNCT
ajst-3256	13	1	however	however	ADV
ajst-3256	13	2	,	,	PUNCT
ajst-3256	13	3	as	as	SCONJ
ajst-3256	13	4	more	more	ADJ
ajst-3256	13	5	and	and	CCONJ
ajst-3256	13	6	more	more	ADV
ajst-3256	13	7	developing	develop	VERB
ajst-3256	13	8	countries	country	NOUN
ajst-3256	13	9	gradually	gradually	ADV
ajst-3256	13	10	realize	realize	VERB
ajst-3256	13	11	industrialization	industrialization	NOUN
ajst-3256	13	12	and	and	CCONJ
ajst-3256	13	13	urbanization	urbanization	NOUN
ajst-3256	13	14	,	,	PUNCT
ajst-3256	13	15	it	it	PRON
ajst-3256	13	16	is	be	AUX
ajst-3256	13	17	inevitable	inevitable	ADJ
ajst-3256	13	18	that	that	SCONJ
ajst-3256	13	19	the	the	DET
ajst-3256	13	20	proportion	proportion	NOUN
ajst-3256	13	21	of	of	ADP
ajst-3256	13	22	agricultural	agricultural	ADJ
ajst-3256	13	23	labor	labor	NOUN
ajst-3256	13	24	force	force	NOUN
ajst-3256	13	25	in	in	ADP
ajst-3256	13	26	the	the	DET
ajst-3256	13	27	total	total	ADJ
ajst-3256	13	28	labor	labor	NOUN
ajst-3256	13	29	force	force	NOUN
ajst-3256	13	30	will	will	AUX
ajst-3256	13	31	decrease	decrease	VERB
ajst-3256	13	32	.	.	PUNCT
ajst-3256	14	1	at	at	ADP
ajst-3256	14	2	the	the	DET
ajst-3256	14	3	same	same	ADJ
ajst-3256	14	4	time	time	NOUN
ajst-3256	14	5	,	,	PUNCT
ajst-3256	14	6	affected	affect	VERB
ajst-3256	14	7	by	by	ADP
ajst-3256	14	8	the	the	DET
ajst-3256	14	9	world	world	NOUN
ajst-3256	14	10	situation	situation	NOUN
ajst-3256	14	11	and	and	CCONJ
ajst-3256	14	12	natural	natural	ADJ
ajst-3256	14	13	conditions	condition	NOUN
ajst-3256	14	14	,	,	PUNCT
ajst-3256	14	15	ensuring	ensure	VERB
ajst-3256	14	16	food	food	NOUN
ajst-3256	14	17	production	production	NOUN
ajst-3256	14	18	is	be	AUX
ajst-3256	14	19	still	still	ADV
ajst-3256	14	20	a	a	DET
ajst-3256	14	21	serious	serious	ADJ
ajst-3256	14	22	problem	problem	NOUN
ajst-3256	14	23	in	in	ADP
ajst-3256	14	24	the	the	DET
ajst-3256	14	25	future	future	NOUN
ajst-3256	14	26	.	.	PUNCT
ajst-3256	15	1	with	with	SCONJ
ajst-3256	15	2	the	the	DET
ajst-3256	15	3	development	development	NOUN
ajst-3256	15	4	of	of	ADP
ajst-3256	15	5	information	information	NOUN
ajst-3256	15	6	technology	technology	NOUN
ajst-3256	15	7	gradually	gradually	ADV
ajst-3256	15	8	accelerated	accelerate	VERB
ajst-3256	15	9	,	,	PUNCT
ajst-3256	15	10	the	the	DET
ajst-3256	15	11	application	application	NOUN
ajst-3256	15	12	of	of	ADP
ajst-3256	15	13	cutting	cut	VERB
ajst-3256	15	14	-	-	PUNCT
ajst-3256	15	15	edge	edge	NOUN
ajst-3256	15	16	technology	technology	NOUN
ajst-3256	15	17	,	,	PUNCT
ajst-3256	15	18	such	such	ADJ
ajst-3256	15	19	as	as	ADP
ajst-3256	15	20	artificial	artificial	ADJ
ajst-3256	15	21	intelligence	intelligence	NOUN
ajst-3256	15	22	,	,	PUNCT
ajst-3256	15	23	big	big	ADJ
ajst-3256	15	24	data	datum	NOUN
ajst-3256	15	25	,	,	PUNCT
ajst-3256	15	26	intelligent	intelligent	ADJ
ajst-3256	15	27	robot	robot	NOUN
ajst-3256	15	28	in	in	ADP
ajst-3256	15	29	the	the	DET
ajst-3256	15	30	field	field	NOUN
ajst-3256	15	31	of	of	ADP
ajst-3256	15	32	industry	industry	NOUN
ajst-3256	15	33	and	and	CCONJ
ajst-3256	15	34	service	service	NOUN
ajst-3256	15	35	industry	industry	NOUN
ajst-3256	15	36	gradually	gradually	ADV
ajst-3256	15	37	became	become	VERB
ajst-3256	15	38	widely	widely	ADV
ajst-3256	15	39	mature	mature	ADJ
ajst-3256	15	40	and	and	CCONJ
ajst-3256	15	41	reliable	reliable	ADJ
ajst-3256	15	42	,	,	PUNCT
ajst-3256	15	43	thus	thus	ADV
ajst-3256	15	44	the	the	DET
ajst-3256	15	45	technology	technology	NOUN
ajst-3256	15	46	application	application	NOUN
ajst-3256	15	47	in	in	ADP
ajst-3256	15	48	the	the	DET
ajst-3256	15	49	field	field	NOUN
ajst-3256	15	50	of	of	ADP
ajst-3256	15	51	intelligent	intelligent	ADJ
ajst-3256	15	52	agriculture	agriculture	NOUN
ajst-3256	15	53	is	be	AUX
ajst-3256	15	54	feasible	feasible	ADJ
ajst-3256	15	55	,	,	PUNCT
ajst-3256	15	56	and	and	CCONJ
ajst-3256	15	57	image	image	NOUN
ajst-3256	15	58	recognition	recognition	NOUN
ajst-3256	15	59	is	be	AUX
ajst-3256	15	60	one	one	NUM
ajst-3256	15	61	of	of	ADP
ajst-3256	15	62	the	the	DET
ajst-3256	15	63	most	most	ADJ
ajst-3256	15	64	concern	concern	NOUN
ajst-3256	15	65	,	,	PUNCT
ajst-3256	15	66	promising	promising	ADJ
ajst-3256	15	67	and	and	CCONJ
ajst-3256	15	68	cuttingedge	cuttingedge	ADJ
ajst-3256	15	69	technology	technology	NOUN
ajst-3256	15	70	in	in	ADP
ajst-3256	15	71	the	the	DET
ajst-3256	15	72	field	field	NOUN
ajst-3256	15	73	of	of	ADP
ajst-3256	15	74	artificial	artificial	ADJ
ajst-3256	15	75	intelligence	intelligence	NOUN
ajst-3256	15	76	.	.	PUNCT
ajst-3256	16	1	it	it	PRON
ajst-3256	16	2	has	have	AUX
ajst-3256	16	3	attracted	attract	VERB
ajst-3256	16	4	extensive	extensive	ADJ
ajst-3256	16	5	attention	attention	NOUN
ajst-3256	16	6	from	from	ADP
ajst-3256	16	7	scholars	scholar	NOUN
ajst-3256	16	8	in	in	ADP
ajst-3256	16	9	professional	professional	ADJ
ajst-3256	16	10	fields	field	NOUN
ajst-3256	16	11	in	in	ADP
ajst-3256	16	12	china	china	PROPN
ajst-3256	16	13	and	and	CCONJ
ajst-3256	16	14	abroad	abroad	ADV
ajst-3256	16	15	.	.	PUNCT
ajst-3256	17	1	this	this	DET
ajst-3256	17	2	paper	paper	NOUN
ajst-3256	17	3	introduces	introduce	VERB
ajst-3256	17	4	the	the	DET
ajst-3256	17	5	background	background	NOUN
ajst-3256	17	6	of	of	ADP
ajst-3256	17	7	intelligent	intelligent	ADJ
ajst-3256	17	8	agriculture	agriculture	NOUN
ajst-3256	17	9	and	and	CCONJ
ajst-3256	17	10	the	the	DET
ajst-3256	17	11	concept	concept	NOUN
ajst-3256	17	12	of	of	ADP
ajst-3256	17	13	image	image	NOUN
ajst-3256	17	14	recognition	recognition	NOUN
ajst-3256	17	15	,	,	PUNCT
ajst-3256	17	16	studies	study	VERB
ajst-3256	17	17	the	the	DET
ajst-3256	17	18	application	application	NOUN
ajst-3256	17	19	cases	case	NOUN
ajst-3256	17	20	of	of	ADP
ajst-3256	17	21	image	image	NOUN
ajst-3256	17	22	recognition	recognition	NOUN
ajst-3256	17	23	in	in	ADP
ajst-3256	17	24	agriculture	agriculture	NOUN
ajst-3256	17	25	,	,	PUNCT
ajst-3256	17	26	summarizes	summarize	VERB
ajst-3256	17	27	the	the	DET
ajst-3256	17	28	application	application	NOUN
ajst-3256	17	29	and	and	CCONJ
ajst-3256	17	30	future	future	ADJ
ajst-3256	17	31	prospects	prospect	NOUN
ajst-3256	17	32	of	of	ADP
ajst-3256	17	33	image	image	NOUN
ajst-3256	17	34	recognition	recognition	NOUN
ajst-3256	17	35	in	in	ADP
ajst-3256	17	36	intelligent	intelligent	ADJ
ajst-3256	17	37	agriculture	agriculture	NOUN
ajst-3256	17	38	,	,	PUNCT
ajst-3256	17	39	and	and	CCONJ
ajst-3256	17	40	provides	provide	VERB
ajst-3256	17	41	reference	reference	NOUN
ajst-3256	17	42	for	for	ADP
ajst-3256	17	43	the	the	DET
ajst-3256	17	44	future	future	ADJ
ajst-3256	17	45	application	application	NOUN
ajst-3256	17	46	direction	direction	NOUN
ajst-3256	17	47	of	of	ADP
ajst-3256	17	48	image	image	NOUN
ajst-3256	17	49	recognition	recognition	NOUN
ajst-3256	17	50	in	in	ADP
ajst-3256	17	51	intelligent	intelligent	ADJ
ajst-3256	17	52	agriculture	agriculture	NOUN
ajst-3256	17	53	.	.	PUNCT
ajst-3256	18	1	2	2	X
ajst-3256	18	2	.	.	X
ajst-3256	18	3	the	the	DET
ajst-3256	18	4	concept	concept	NOUN
ajst-3256	18	5	and	and	CCONJ
ajst-3256	18	6	development	development	NOUN
ajst-3256	18	7	of	of	ADP
ajst-3256	18	8	smart	smart	ADJ
ajst-3256	18	9	agriculture	agriculture	NOUN
ajst-3256	18	10	and	and	CCONJ
ajst-3256	18	11	image	image	NOUN
ajst-3256	18	12	recognition	recognition	NOUN
ajst-3256	18	13	2.1	2.1	NUM
ajst-3256	18	14	.	.	PUNCT
ajst-3256	19	1	the	the	DET
ajst-3256	19	2	concept	concept	NOUN
ajst-3256	19	3	of	of	ADP
ajst-3256	19	4	intelligent	intelligent	ADJ
ajst-3256	19	5	agriculture	agriculture	NOUN
ajst-3256	19	6	up	up	ADP
ajst-3256	19	7	to	to	ADP
ajst-3256	19	8	now	now	ADV
ajst-3256	19	9	,	,	PUNCT
ajst-3256	19	10	intelligent	intelligent	ADJ
ajst-3256	19	11	agriculture	agriculture	NOUN
ajst-3256	19	12	has	have	AUX
ajst-3256	19	13	not	not	PART
ajst-3256	19	14	been	be	AUX
ajst-3256	19	15	clearly	clearly	ADV
ajst-3256	19	16	defined	define	VERB
ajst-3256	19	17	in	in	ADP
ajst-3256	19	18	the	the	DET
ajst-3256	19	19	academic	academic	ADJ
ajst-3256	19	20	community	community	NOUN
ajst-3256	19	21	.	.	PUNCT
ajst-3256	20	1	intelligent	intelligent	ADJ
ajst-3256	20	2	agriculture	agriculture	NOUN
ajst-3256	20	3	is	be	AUX
ajst-3256	20	4	usually	usually	ADV
ajst-3256	20	5	described	describe	VERB
ajst-3256	20	6	as	as	ADP
ajst-3256	20	7	the	the	DET
ajst-3256	20	8	combination	combination	NOUN
ajst-3256	20	9	of	of	ADP
ajst-3256	20	10	modern	modern	ADJ
ajst-3256	20	11	high	high	ADJ
ajst-3256	20	12	-	-	PUNCT
ajst-3256	20	13	tech	tech	NOUN
ajst-3256	20	14	and	and	CCONJ
ajst-3256	20	15	traditional	traditional	ADJ
ajst-3256	20	16	agricultural	agricultural	ADJ
ajst-3256	20	17	planting	planting	NOUN
ajst-3256	20	18	to	to	PART
ajst-3256	20	19	achieve	achieve	VERB
ajst-3256	20	20	intelligent	intelligent	ADJ
ajst-3256	20	21	,	,	PUNCT
ajst-3256	20	22	automated	automated	ADJ
ajst-3256	20	23	and	and	CCONJ
ajst-3256	20	24	specialized	specialized	ADJ
ajst-3256	20	25	management	management	NOUN
ajst-3256	20	26	and	and	CCONJ
ajst-3256	20	27	overcome	overcome	VERB
ajst-3256	20	28	the	the	DET
ajst-3256	20	29	disadvantages	disadvantage	NOUN
ajst-3256	20	30	of	of	ADP
ajst-3256	20	31	low	low	ADJ
ajst-3256	20	32	efficiency	efficiency	NOUN
ajst-3256	20	33	,	,	PUNCT
ajst-3256	20	34	low	low	ADJ
ajst-3256	20	35	quality	quality	NOUN
ajst-3256	20	36	and	and	CCONJ
ajst-3256	20	37	long	long	ADJ
ajst-3256	20	38	-	-	PUNCT
ajst-3256	20	39	time	time	NOUN
ajst-3256	20	40	consuming	consuming	NOUN
ajst-3256	20	41	of	of	ADP
ajst-3256	20	42	traditional	traditional	ADJ
ajst-3256	20	43	agriculture	agriculture	NOUN
ajst-3256	20	44	.	.	PUNCT
ajst-3256	21	1	in	in	ADP
ajst-3256	21	2	the	the	DET
ajst-3256	21	3	late	late	ADJ
ajst-3256	21	4	1970s	1970	NOUN
ajst-3256	21	5	,	,	PUNCT
ajst-3256	21	6	the	the	DET
ajst-3256	21	7	european	european	ADJ
ajst-3256	21	8	and	and	CCONJ
ajst-3256	21	9	american	american	ADJ
ajst-3256	21	10	developed	develop	VERB
ajst-3256	21	11	countries	country	NOUN
ajst-3256	21	12	applied	apply	VERB
ajst-3256	21	13	expert	expert	NOUN
ajst-3256	21	14	system	system	NOUN
ajst-3256	21	15	to	to	ADP
ajst-3256	21	16	agriculture	agriculture	NOUN
ajst-3256	21	17	for	for	ADP
ajst-3256	21	18	the	the	DET
ajst-3256	21	19	first	first	ADJ
ajst-3256	21	20	time	time	NOUN
ajst-3256	21	21	.	.	PUNCT
ajst-3256	22	1	the	the	DET
ajst-3256	22	2	concept	concept	NOUN
ajst-3256	22	3	of	of	ADP
ajst-3256	22	4	precision	precision	NOUN
ajst-3256	22	5	agriculture	agriculture	NOUN
ajst-3256	22	6	first	first	ADV
ajst-3256	22	7	emerged	emerge	VERB
ajst-3256	22	8	in	in	ADP
ajst-3256	22	9	the	the	DET
ajst-3256	22	10	us	us	PROPN
ajst-3256	22	11	in	in	ADP
ajst-3256	22	12	the	the	DET
ajst-3256	22	13	1980s	1980s	NUM
ajst-3256	22	14	.	.	PUNCT
ajst-3256	23	1	in	in	ADP
ajst-3256	23	2	1997	1997	NUM
ajst-3256	23	3	,	,	PUNCT
ajst-3256	23	4	academicians	academician	NOUN
ajst-3256	23	5	of	of	ADP
ajst-3256	23	6	the	the	DET
ajst-3256	23	7	american	american	PROPN
ajst-3256	23	8	academy	academy	PROPN
ajst-3256	23	9	of	of	ADP
ajst-3256	23	10	sciences	sciences	PROPN
ajst-3256	23	11	and	and	CCONJ
ajst-3256	23	12	the	the	DET
ajst-3256	23	13	american	american	PROPN
ajst-3256	23	14	academy	academy	PROPN
ajst-3256	23	15	of	of	ADP
ajst-3256	23	16	engineering	engineering	NOUN
ajst-3256	23	17	jointly	jointly	ADV
ajst-3256	23	18	put	put	VERB
ajst-3256	23	19	forward	forward	ADV
ajst-3256	23	20	the	the	DET
ajst-3256	23	21	concept	concept	NOUN
ajst-3256	23	22	of	of	ADP
ajst-3256	23	23	"	"	PUNCT
ajst-3256	23	24	digital	digital	ADJ
ajst-3256	23	25	agriculture	agriculture	NOUN
ajst-3256	23	26	"	"	PUNCT
ajst-3256	23	27	,	,	PUNCT
ajst-3256	23	28	which	which	PRON
ajst-3256	23	29	is	be	AUX
ajst-3256	23	30	considered	consider	VERB
ajst-3256	23	31	to	to	PART
ajst-3256	23	32	be	be	AUX
ajst-3256	23	33	the	the	DET
ajst-3256	23	34	predecessor	predecessor	NOUN
ajst-3256	23	35	of	of	ADP
ajst-3256	23	36	intelligent	intelligent	ADJ
ajst-3256	23	37	agriculture	agriculture	NOUN
ajst-3256	23	38	.	.	PUNCT
ajst-3256	24	1	since	since	SCONJ
ajst-3256	24	2	entering	enter	VERB
ajst-3256	24	3	the	the	DET
ajst-3256	24	4	21st	21st	ADJ
ajst-3256	24	5	century	century	NOUN
ajst-3256	24	6	,	,	PUNCT
ajst-3256	24	7	the	the	DET
ajst-3256	24	8	development	development	NOUN
ajst-3256	24	9	of	of	ADP
ajst-3256	24	10	3stechnology	3stechnology	PROPN
ajst-3256	24	11	has	have	AUX
ajst-3256	24	12	further	far	ADV
ajst-3256	24	13	promoted	promote	VERB
ajst-3256	24	14	the	the	DET
ajst-3256	24	15	development	development	NOUN
ajst-3256	24	16	of	of	ADP
ajst-3256	24	17	intelligent	intelligent	ADJ
ajst-3256	24	18	agriculture	agriculture	NOUN
ajst-3256	24	19	in	in	ADP
ajst-3256	24	20	various	various	ADJ
ajst-3256	24	21	countries	country	NOUN
ajst-3256	24	22	.	.	PUNCT
ajst-3256	25	1	in	in	ADP
ajst-3256	25	2	china	china	PROPN
ajst-3256	25	3	,	,	PUNCT
ajst-3256	25	4	the	the	DET
ajst-3256	25	5	concept	concept	NOUN
ajst-3256	25	6	of	of	ADP
ajst-3256	25	7	"	"	PUNCT
ajst-3256	25	8	smart	smart	ADJ
ajst-3256	25	9	agriculture	agriculture	NOUN
ajst-3256	25	10	"	"	PUNCT
ajst-3256	25	11	was	be	AUX
ajst-3256	25	12	formally	formally	ADV
ajst-3256	25	13	proposed	propose	VERB
ajst-3256	25	14	in	in	ADP
ajst-3256	25	15	2014	2014	NUM
ajst-3256	25	16	.	.	PUNCT
ajst-3256	26	1	2.2	2.2	NUM
ajst-3256	26	2	.	.	PUNCT
ajst-3256	27	1	the	the	DET
ajst-3256	27	2	development	development	NOUN
ajst-3256	27	3	of	of	ADP
ajst-3256	27	4	intelligent	intelligent	ADJ
ajst-3256	27	5	agriculture	agriculture	NOUN
ajst-3256	27	6	in	in	ADP
ajst-3256	27	7	china	china	PROPN
ajst-3256	27	8	and	and	CCONJ
ajst-3256	27	9	abroad	abroad	ADV
ajst-3256	27	10	the	the	DET
ajst-3256	27	11	united	united	PROPN
ajst-3256	27	12	states	states	PROPN
ajst-3256	27	13	has	have	VERB
ajst-3256	27	14	not	not	PART
ajst-3256	27	15	only	only	ADV
ajst-3256	27	16	powerful	powerful	ADJ
ajst-3256	27	17	science	science	NOUN
ajst-3256	27	18	,	,	PUNCT
ajst-3256	27	19	technology	technology	NOUN
ajst-3256	27	20	and	and	CCONJ
ajst-3256	27	21	industry	industry	NOUN
ajst-3256	27	22	,	,	PUNCT
ajst-3256	27	23	but	but	CCONJ
ajst-3256	27	24	also	also	ADV
ajst-3256	27	25	highly	highly	ADV
ajst-3256	27	26	mechanized	mechanized	ADJ
ajst-3256	27	27	,	,	PUNCT
ajst-3256	27	28	specialized	specialized	ADJ
ajst-3256	27	29	and	and	CCONJ
ajst-3256	27	30	regionalized	regionalize	VERB
ajst-3256	27	31	agriculture	agriculture	NOUN
ajst-3256	27	32	which	which	PRON
ajst-3256	27	33	can	can	AUX
ajst-3256	27	34	not	not	PART
ajst-3256	27	35	be	be	AUX
ajst-3256	27	36	ignored	ignore	VERB
ajst-3256	27	37	.	.	PUNCT
ajst-3256	28	1	the	the	DET
ajst-3256	28	2	agricultural	agricultural	ADJ
ajst-3256	28	3	production	production	NOUN
ajst-3256	28	4	in	in	ADP
ajst-3256	28	5	the	the	DET
ajst-3256	28	6	united	united	PROPN
ajst-3256	28	7	states	states	PROPN
ajst-3256	28	8	is	be	AUX
ajst-3256	28	9	mainly	mainly	ADV
ajst-3256	28	10	based	base	VERB
ajst-3256	28	11	on	on	ADP
ajst-3256	28	12	small	small	ADJ
ajst-3256	28	13	family	family	NOUN
ajst-3256	28	14	farms	farm	NOUN
ajst-3256	28	15	with	with	ADP
ajst-3256	28	16	a	a	DET
ajst-3256	28	17	high	high	ADJ
ajst-3256	28	18	degree	degree	NOUN
ajst-3256	28	19	of	of	ADP
ajst-3256	28	20	intensification	intensification	NOUN
ajst-3256	28	21	.	.	PUNCT
ajst-3256	29	1	in	in	ADP
ajst-3256	29	2	2020	2020	NUM
ajst-3256	29	3	,	,	PUNCT
ajst-3256	29	4	the	the	DET
ajst-3256	29	5	u.s	u.s	PROPN
ajst-3256	29	6	.	.	PROPN
ajst-3256	29	7	department	department	PROPN
ajst-3256	29	8	of	of	ADP
ajst-3256	29	9	agriculture	agriculture	PROPN
ajst-3256	29	10	announced	announce	VERB
ajst-3256	29	11	a	a	DET
ajst-3256	29	12	five	five	NUM
ajst-3256	29	13	-	-	PUNCT
ajst-3256	29	14	year	year	NOUN
ajst-3256	29	15	plan	plan	NOUN
ajst-3256	29	16	,	,	PUNCT
ajst-3256	29	17	the	the	DET
ajst-3256	29	18	usda	usda	PROPN
ajst-3256	29	19	science	science	PROPN
ajst-3256	29	20	blueprint	blueprint	NOUN
ajst-3256	29	21	scientific	scientific	ADJ
ajst-3256	29	22	directions	direction	NOUN
ajst-3256	29	23	2020	2020	NUM
ajst-3256	29	24	-	-	SYM
ajst-3256	29	25	2025	2025	NUM
ajst-3256	29	26	,	,	PUNCT
ajst-3256	29	27	which	which	PRON
ajst-3256	29	28	proposed	propose	VERB
ajst-3256	29	29	to	to	PART
ajst-3256	29	30	focus	focus	VERB
ajst-3256	29	31	on	on	ADP
ajst-3256	29	32	developing	develop	VERB
ajst-3256	29	33	sensors	sensor	NOUN
ajst-3256	29	34	for	for	ADP
ajst-3256	29	35	detecting	detect	VERB
ajst-3256	29	36	crop	crop	NOUN
ajst-3256	29	37	pests	pest	NOUN
ajst-3256	29	38	and	and	CCONJ
ajst-3256	29	39	diseases	disease	NOUN
ajst-3256	29	40	.	.	PUNCT
ajst-3256	30	1	in	in	ADP
ajst-3256	30	2	october	october	PROPN
ajst-3256	30	3	of	of	ADP
ajst-3256	30	4	the	the	DET
ajst-3256	30	5	same	same	ADJ
ajst-3256	30	6	year	year	NOUN
ajst-3256	30	7	,	,	PUNCT
ajst-3256	30	8	the	the	DET
ajst-3256	30	9	us	us	PROPN
ajst-3256	30	10	state	state	PROPN
ajst-3256	30	11	department	department	PROPN
ajst-3256	30	12	issued	issue	VERB
ajst-3256	30	13	the	the	DET
ajst-3256	30	14	national	national	ADJ
ajst-3256	30	15	strategy	strategy	NOUN
ajst-3256	30	16	for	for	ADP
ajst-3256	30	17	key	key	ADJ
ajst-3256	30	18	and	and	CCONJ
ajst-3256	30	19	emerging	emerge	VERB
ajst-3256	30	20	technologies	technology	NOUN
ajst-3256	30	21	,	,	PUNCT
ajst-3256	30	22	in	in	ADP
ajst-3256	30	23	74	74	NUM
ajst-3256	30	24	which	which	DET
ajst-3256	30	25	agricultural	agricultural	ADJ
ajst-3256	30	26	technology	technology	NOUN
ajst-3256	30	27	,	,	PUNCT
ajst-3256	30	28	artificial	artificial	ADJ
ajst-3256	30	29	intelligence	intelligence	NOUN
ajst-3256	30	30	and	and	CCONJ
ajst-3256	30	31	other	other	ADJ
ajst-3256	30	32	key	key	ADJ
ajst-3256	30	33	technologies	technology	NOUN
ajst-3256	30	34	were	be	AUX
ajst-3256	30	35	mentioned	mention	VERB
ajst-3256	30	36	.	.	PUNCT
ajst-3256	31	1	in	in	ADP
ajst-3256	31	2	china	china	PROPN
ajst-3256	31	3	,	,	PUNCT
ajst-3256	31	4	after	after	SCONJ
ajst-3256	31	5	the	the	DET
ajst-3256	31	6	concept	concept	NOUN
ajst-3256	31	7	of	of	ADP
ajst-3256	31	8	"	"	PUNCT
ajst-3256	31	9	smart	smart	ADJ
ajst-3256	31	10	agriculture	agriculture	NOUN
ajst-3256	31	11	"	"	PUNCT
ajst-3256	31	12	was	be	AUX
ajst-3256	31	13	formally	formally	ADV
ajst-3256	31	14	proposed	propose	VERB
ajst-3256	31	15	in	in	ADP
ajst-3256	31	16	2014	2014	NUM
ajst-3256	31	17	,	,	PUNCT
ajst-3256	31	18	"	"	PUNCT
ajst-3256	31	19	smart	smart	ADJ
ajst-3256	31	20	agriculture	agriculture	NOUN
ajst-3256	31	21	"	"	PUNCT
ajst-3256	31	22	appeared	appear	VERB
ajst-3256	31	23	frequently	frequently	ADV
ajst-3256	31	24	in	in	ADP
ajst-3256	31	25	the	the	DET
ajst-3256	31	26	no.1	no.1	ADJ
ajst-3256	31	27	central	central	NOUN
ajst-3256	31	28	document[1	document[1	PROPN
ajst-3256	31	29	]	]	PUNCT
ajst-3256	31	30	.	.	PUNCT
ajst-3256	32	1	in	in	ADP
ajst-3256	32	2	2021	2021	NUM
ajst-3256	32	3	,	,	PUNCT
ajst-3256	32	4	the	the	DET
ajst-3256	32	5	full	full	ADJ
ajst-3256	32	6	text	text	NOUN
ajst-3256	32	7	of	of	ADP
ajst-3256	32	8	the	the	DET
ajst-3256	32	9	14th	14th	ADJ
ajst-3256	32	10	five	five	NUM
ajst-3256	32	11	-	-	PUNCT
ajst-3256	32	12	year	year	NOUN
ajst-3256	32	13	plan	plan	NOUN
ajst-3256	32	14	of	of	ADP
ajst-3256	32	15	the	the	DET
ajst-3256	32	16	people	people	NOUN
ajst-3256	32	17	's	's	PART
ajst-3256	32	18	republic	republic	NOUN
ajst-3256	32	19	of	of	ADP
ajst-3256	32	20	china	china	PROPN
ajst-3256	32	21	for	for	ADP
ajst-3256	32	22	national	national	ADJ
ajst-3256	32	23	economic	economic	ADJ
ajst-3256	32	24	and	and	CCONJ
ajst-3256	32	25	social	social	ADJ
ajst-3256	32	26	development	development	NOUN
ajst-3256	32	27	and	and	CCONJ
ajst-3256	32	28	the	the	DET
ajst-3256	32	29	outline	outline	NOUN
ajst-3256	32	30	of	of	ADP
ajst-3256	32	31	the	the	DET
ajst-3256	32	32	vision	vision	NOUN
ajst-3256	32	33	for	for	ADP
ajst-3256	32	34	2035	2035	NUM
ajst-3256	32	35	was	be	AUX
ajst-3256	32	36	released	release	VERB
ajst-3256	32	37	,	,	PUNCT
ajst-3256	32	38	which	which	PRON
ajst-3256	32	39	pointed	point	VERB
ajst-3256	32	40	out	out	ADP
ajst-3256	32	41	the	the	DET
ajst-3256	32	42	need	need	NOUN
ajst-3256	32	43	to	to	PART
ajst-3256	32	44	utilize	utilize	VERB
ajst-3256	32	45	"	"	PUNCT
ajst-3256	32	46	smart	smart	ADJ
ajst-3256	32	47	agriculture	agriculture	NOUN
ajst-3256	32	48	"	"	PUNCT
ajst-3256	32	49	to	to	PART
ajst-3256	32	50	achieve	achieve	VERB
ajst-3256	32	51	"	"	PUNCT
ajst-3256	32	52	agricultural	agricultural	ADJ
ajst-3256	32	53	modernization	modernization	NOUN
ajst-3256	32	54	.	.	PUNCT
ajst-3256	32	55	"	"	PUNCT
ajst-3256	33	1	in	in	ADP
ajst-3256	33	2	february	february	PROPN
ajst-3256	33	3	2022	2022	NUM
ajst-3256	33	4	,	,	PUNCT
ajst-3256	33	5	the	the	DET
ajst-3256	33	6	state	state	NOUN
ajst-3256	33	7	council	council	PROPN
ajst-3256	33	8	of	of	ADP
ajst-3256	33	9	china	china	PROPN
ajst-3256	33	10	issued	issue	VERB
ajst-3256	33	11	the	the	DET
ajst-3256	33	12	14th	14th	ADJ
ajst-3256	33	13	five	five	NUM
ajst-3256	33	14	-	-	PUNCT
ajst-3256	33	15	year	year	NOUN
ajst-3256	33	16	plan	plan	NOUN
ajst-3256	33	17	for	for	ADP
ajst-3256	33	18	promoting	promote	VERB
ajst-3256	33	19	agricultural	agricultural	ADJ
ajst-3256	33	20	and	and	CCONJ
ajst-3256	33	21	rural	rural	ADJ
ajst-3256	33	22	modernization	modernization	NOUN
ajst-3256	33	23	,	,	PUNCT
ajst-3256	33	24	which	which	PRON
ajst-3256	33	25	mentioned	mention	VERB
ajst-3256	33	26	strengthening	strengthen	VERB
ajst-3256	33	27	the	the	DET
ajst-3256	33	28	support	support	NOUN
ajst-3256	33	29	of	of	ADP
ajst-3256	33	30	agricultural	agricultural	ADJ
ajst-3256	33	31	science	science	NOUN
ajst-3256	33	32	and	and	CCONJ
ajst-3256	33	33	technology	technology	NOUN
ajst-3256	33	34	and	and	CCONJ
ajst-3256	33	35	equipment	equipment	NOUN
ajst-3256	33	36	and	and	CCONJ
ajst-3256	33	37	further	far	ADV
ajst-3256	33	38	promoting	promote	VERB
ajst-3256	33	39	innovation	innovation	NOUN
ajst-3256	33	40	in	in	ADP
ajst-3256	33	41	agricultural	agricultural	ADJ
ajst-3256	33	42	science	science	NOUN
ajst-3256	33	43	and	and	CCONJ
ajst-3256	33	44	technology	technology	NOUN
ajst-3256	33	45	.	.	PUNCT
ajst-3256	34	1	2.3	2.3	NUM
ajst-3256	34	2	.	.	PUNCT
ajst-3256	35	1	the	the	DET
ajst-3256	35	2	concept	concept	NOUN
ajst-3256	35	3	of	of	ADP
ajst-3256	35	4	image	image	NOUN
ajst-3256	35	5	recognition	recognition	NOUN
ajst-3256	35	6	image	image	NOUN
ajst-3256	35	7	recognition	recognition	NOUN
ajst-3256	35	8	is	be	AUX
ajst-3256	35	9	one	one	NUM
ajst-3256	35	10	of	of	ADP
ajst-3256	35	11	the	the	DET
ajst-3256	35	12	applications	application	NOUN
ajst-3256	35	13	of	of	ADP
ajst-3256	35	14	deep	deep	ADJ
ajst-3256	35	15	learning	learning	NOUN
ajst-3256	35	16	,	,	PUNCT
ajst-3256	35	17	utilizing	utilize	VERB
ajst-3256	35	18	the	the	DET
ajst-3256	35	19	computer	computer	NOUN
ajst-3256	35	20	to	to	PART
ajst-3256	35	21	complete	complete	VERB
ajst-3256	35	22	the	the	DET
ajst-3256	35	23	image	image	NOUN
ajst-3256	35	24	collection	collection	NOUN
ajst-3256	35	25	,	,	PUNCT
ajst-3256	35	26	pre	pre	ADJ
ajst-3256	35	27	-	-	ADJ
ajst-3256	35	28	processing	processing	ADJ
ajst-3256	35	29	,	,	PUNCT
ajst-3256	35	30	feature	feature	VERB
ajst-3256	35	31	analysis	analysis	NOUN
ajst-3256	35	32	and	and	CCONJ
ajst-3256	35	33	other	other	ADJ
ajst-3256	35	34	operations	operation	NOUN
ajst-3256	35	35	,	,	PUNCT
ajst-3256	35	36	and	and	CCONJ
ajst-3256	35	37	then	then	ADV
ajst-3256	35	38	compare	compare	VERB
ajst-3256	35	39	with	with	ADP
ajst-3256	35	40	the	the	DET
ajst-3256	35	41	content	content	NOUN
ajst-3256	35	42	of	of	ADP
ajst-3256	35	43	the	the	DET
ajst-3256	35	44	standard	standard	ADJ
ajst-3256	35	45	database	database	NOUN
ajst-3256	35	46	,	,	PUNCT
ajst-3256	35	47	so	so	SCONJ
ajst-3256	35	48	as	as	SCONJ
ajst-3256	35	49	to	to	PART
ajst-3256	35	50	complete	complete	VERB
ajst-3256	35	51	the	the	DET
ajst-3256	35	52	recognition	recognition	NOUN
ajst-3256	35	53	of	of	ADP
ajst-3256	35	54	different	different	ADJ
ajst-3256	35	55	objects	object	NOUN
ajst-3256	35	56	.	.	PUNCT
ajst-3256	36	1	2.4	2.4	NUM
ajst-3256	36	2	.	.	PUNCT
ajst-3256	37	1	the	the	DET
ajst-3256	37	2	development	development	NOUN
ajst-3256	37	3	of	of	ADP
ajst-3256	37	4	image	image	NOUN
ajst-3256	37	5	recognition	recognition	NOUN
ajst-3256	37	6	in	in	ADP
ajst-3256	37	7	the	the	DET
ajst-3256	37	8	1950s	1950	NOUN
ajst-3256	37	9	,	,	PUNCT
ajst-3256	37	10	the	the	DET
ajst-3256	37	11	research	research	NOUN
ajst-3256	37	12	on	on	ADP
ajst-3256	37	13	two	two	NUM
ajst-3256	37	14	-	-	PUNCT
ajst-3256	37	15	dimensional	dimensional	ADJ
ajst-3256	37	16	image	image	NOUN
ajst-3256	37	17	recognition	recognition	NOUN
ajst-3256	37	18	has	have	AUX
ajst-3256	37	19	begun	begin	VERB
ajst-3256	37	20	.	.	PUNCT
ajst-3256	38	1	in	in	ADP
ajst-3256	38	2	the	the	DET
ajst-3256	38	3	1960s	1960	NOUN
ajst-3256	38	4	,	,	PUNCT
ajst-3256	38	5	as	as	SCONJ
ajst-3256	38	6	roberts	roberts	PROPN
ajst-3256	38	7	published	publish	VERB
ajst-3256	38	8	the	the	DET
ajst-3256	38	9	first	first	ADJ
ajst-3256	38	10	professional	professional	ADJ
ajst-3256	38	11	paper	paper	NOUN
ajst-3256	38	12	in	in	ADP
ajst-3256	38	13	cv	cv	PROPN
ajst-3256	38	14	field	field	NOUN
ajst-3256	38	15	,	,	PUNCT
ajst-3256	38	16	the	the	DET
ajst-3256	38	17	research	research	NOUN
ajst-3256	38	18	on	on	ADP
ajst-3256	38	19	image	image	NOUN
ajst-3256	38	20	recognition	recognition	NOUN
ajst-3256	38	21	of	of	ADP
ajst-3256	38	22	three	three	NUM
ajst-3256	38	23	-	-	PUNCT
ajst-3256	38	24	dimensional	dimensional	ADJ
ajst-3256	38	25	objects	object	NOUN
ajst-3256	38	26	began	begin	VERB
ajst-3256	38	27	to	to	PART
ajst-3256	38	28	unfold	unfold	VERB
ajst-3256	38	29	.	.	PUNCT
ajst-3256	39	1	in	in	ADP
ajst-3256	39	2	1966	1966	NUM
ajst-3256	39	3	,	,	PUNCT
ajst-3256	39	4	an	an	DET
ajst-3256	39	5	m.i.t	m.i.t	NOUN
ajst-3256	39	6	.	.	PUNCT
ajst-3256	40	1	professor	professor	PROPN
ajst-3256	40	2	,	,	PUNCT
ajst-3256	40	3	seymour	seymour	PROPN
ajst-3256	40	4	papert	papert	NOUN
ajst-3256	40	5	,	,	PUNCT
ajst-3256	40	6	drafted	draft	VERB
ajst-3256	40	7	a	a	DET
ajst-3256	40	8	report	report	NOUN
ajst-3256	40	9	called	call	VERB
ajst-3256	40	10	"	"	PUNCT
ajst-3256	40	11	the	the	DET
ajst-3256	40	12	summer	summer	NOUN
ajst-3256	40	13	vision	vision	PROPN
ajst-3256	40	14	project	project	PROPN
ajst-3256	40	15	"	"	PUNCT
ajst-3256	40	16	,	,	PUNCT
ajst-3256	40	17	marking	mark	VERB
ajst-3256	40	18	the	the	DET
ajst-3256	40	19	emergence	emergence	NOUN
ajst-3256	40	20	of	of	ADP
ajst-3256	40	21	image	image	NOUN
ajst-3256	40	22	recognition	recognition	NOUN
ajst-3256	40	23	as	as	ADP
ajst-3256	40	24	a	a	DET
ajst-3256	40	25	new	new	ADJ
ajst-3256	40	26	scientific	scientific	ADJ
ajst-3256	40	27	field	field	NOUN
ajst-3256	40	28	.	.	PUNCT
ajst-3256	41	1	in	in	ADP
ajst-3256	41	2	1979	1979	NUM
ajst-3256	41	3	,	,	PUNCT
ajst-3256	41	4	the	the	DET
ajst-3256	41	5	neocognitron	neocognitron	PROPN
ajst-3256	41	6	model	model	NOUN
ajst-3256	41	7	proposed	propose	VERB
ajst-3256	41	8	by	by	ADP
ajst-3256	41	9	kunihiko	kunihiko	PROPN
ajst-3256	41	10	fukushima	fukushima	PROPN
ajst-3256	41	11	,	,	PUNCT
ajst-3256	41	12	a	a	DET
ajst-3256	41	13	japanese	japanese	ADJ
ajst-3256	41	14	scholar	scholar	NOUN
ajst-3256	41	15	,	,	PUNCT
ajst-3256	41	16	was	be	AUX
ajst-3256	41	17	regarded	regard	VERB
ajst-3256	41	18	as	as	ADP
ajst-3256	41	19	the	the	DET
ajst-3256	41	20	prototype	prototype	NOUN
ajst-3256	41	21	of	of	ADP
ajst-3256	41	22	convolutional	convolutional	ADJ
ajst-3256	41	23	neural	neural	ADJ
ajst-3256	41	24	network	network	NOUN
ajst-3256	41	25	(	(	PUNCT
ajst-3256	41	26	cnn	cnn	PROPN
ajst-3256	41	27	)	)	PUNCT
ajst-3256	41	28	.	.	PUNCT
ajst-3256	42	1	in	in	ADP
ajst-3256	42	2	the	the	DET
ajst-3256	42	3	1980s	1980	NOUN
ajst-3256	42	4	,	,	PUNCT
ajst-3256	42	5	british	british	ADJ
ajst-3256	42	6	neuroscientist	neuroscientist	NOUN
ajst-3256	42	7	and	and	CCONJ
ajst-3256	42	8	psychologist	psychologist	PROPN
ajst-3256	42	9	david	david	PROPN
ajst-3256	42	10	c.	c.	PROPN
ajst-3256	42	11	marr	marr	PROPN
ajst-3256	42	12	published	publish	VERB
ajst-3256	42	13	his	his	PRON
ajst-3256	42	14	book	book	NOUN
ajst-3256	42	15	"	"	PUNCT
ajst-3256	42	16	vision	vision	NOUN
ajst-3256	42	17	"	"	PUNCT
ajst-3256	42	18	,	,	PUNCT
ajst-3256	42	19	which	which	PRON
ajst-3256	42	20	greatly	greatly	ADV
ajst-3256	42	21	promoted	promote	VERB
ajst-3256	42	22	the	the	DET
ajst-3256	42	23	development	development	NOUN
ajst-3256	42	24	of	of	ADP
ajst-3256	42	25	image	image	NOUN
ajst-3256	42	26	recognition	recognition	NOUN
ajst-3256	42	27	,	,	PUNCT
ajst-3256	42	28	and	and	CCONJ
ajst-3256	42	29	some	some	PRON
ajst-3256	42	30	of	of	ADP
ajst-3256	42	31	the	the	DET
ajst-3256	42	32	concepts	concept	NOUN
ajst-3256	42	33	and	and	CCONJ
ajst-3256	42	34	algorithms	algorithm	NOUN
ajst-3256	42	35	in	in	ADP
ajst-3256	42	36	it	it	PRON
ajst-3256	42	37	are	be	AUX
ajst-3256	42	38	still	still	ADV
ajst-3256	42	39	widely	widely	ADV
ajst-3256	42	40	used	use	VERB
ajst-3256	42	41	today	today	NOUN
ajst-3256	42	42	.	.	PUNCT
ajst-3256	43	1	in	in	ADP
ajst-3256	43	2	1995	1995	NUM
ajst-3256	43	3	,	,	PUNCT
ajst-3256	43	4	yann	yann	PROPN
ajst-3256	43	5	lecun	lecun	PROPN
ajst-3256	43	6	constructed	construct	VERB
ajst-3256	43	7	lenet-5	lenet-5	PROPN
ajst-3256	43	8	,	,	PUNCT
ajst-3256	43	9	which	which	PRON
ajst-3256	43	10	was	be	AUX
ajst-3256	43	11	the	the	DET
ajst-3256	43	12	first	first	ADJ
ajst-3256	43	13	commercial	commercial	ADJ
ajst-3256	43	14	use	use	NOUN
ajst-3256	43	15	of	of	ADP
ajst-3256	43	16	convolutional	convolutional	ADJ
ajst-3256	43	17	neural	neural	ADJ
ajst-3256	43	18	networks	network	NOUN
ajst-3256	43	19	.	.	PUNCT
ajst-3256	44	1	in	in	ADP
ajst-3256	44	2	2012	2012	NUM
ajst-3256	44	3	,	,	PUNCT
ajst-3256	44	4	alexnet	alexnet	PROPN
ajst-3256	44	5	's	's	PART
ajst-3256	44	6	outstanding	outstanding	ADJ
ajst-3256	44	7	performance	performance	NOUN
ajst-3256	44	8	promoted	promote	VERB
ajst-3256	44	9	the	the	DET
ajst-3256	44	10	extensive	extensive	ADJ
ajst-3256	44	11	research	research	NOUN
ajst-3256	44	12	and	and	CCONJ
ajst-3256	44	13	exploration	exploration	NOUN
ajst-3256	44	14	of	of	ADP
ajst-3256	44	15	convolutional	convolutional	ADJ
ajst-3256	44	16	neural	neural	ADJ
ajst-3256	44	17	networks	network	NOUN
ajst-3256	44	18	.	.	PUNCT
ajst-3256	45	1	in	in	ADP
ajst-3256	45	2	2014	2014	NUM
ajst-3256	45	3	,	,	PUNCT
ajst-3256	45	4	goodfellow	goodfellow	PROPN
ajst-3256	45	5	invented	invent	VERB
ajst-3256	45	6	generative	generative	ADJ
ajst-3256	45	7	adversarial	adversarial	ADJ
ajst-3256	45	8	network	network	NOUN
ajst-3256	45	9	(	(	PUNCT
ajst-3256	45	10	gan	gan	PROPN
ajst-3256	45	11	)	)	PUNCT
ajst-3256	45	12	,	,	PUNCT
ajst-3256	45	13	which	which	PRON
ajst-3256	45	14	is	be	AUX
ajst-3256	45	15	an	an	DET
ajst-3256	45	16	important	important	ADJ
ajst-3256	45	17	research	research	NOUN
ajst-3256	45	18	achievement	achievement	NOUN
ajst-3256	45	19	in	in	ADP
ajst-3256	45	20	the	the	DET
ajst-3256	45	21	field	field	NOUN
ajst-3256	45	22	of	of	ADP
ajst-3256	45	23	image	image	NOUN
ajst-3256	45	24	recognition	recognition	NOUN
ajst-3256	45	25	and	and	CCONJ
ajst-3256	45	26	computer	computer	NOUN
ajst-3256	45	27	vision	vision	NOUN
ajst-3256	45	28	.	.	PUNCT
ajst-3256	46	1	in	in	ADP
ajst-3256	46	2	2022	2022	NUM
ajst-3256	46	3	,	,	PUNCT
ajst-3256	46	4	the	the	DET
ajst-3256	46	5	combination	combination	NOUN
ajst-3256	46	6	of	of	ADP
ajst-3256	46	7	cnn	cnn	PROPN
ajst-3256	46	8	,	,	PUNCT
ajst-3256	46	9	gan	gan	PROPN
ajst-3256	46	10	and	and	CCONJ
ajst-3256	46	11	transformers	transformer	NOUN
ajst-3256	46	12	will	will	AUX
ajst-3256	46	13	provide	provide	VERB
ajst-3256	46	14	more	more	ADV
ajst-3256	46	15	efficient	efficient	ADJ
ajst-3256	46	16	and	and	CCONJ
ajst-3256	46	17	excellent	excellent	ADJ
ajst-3256	46	18	algorithms	algorithm	NOUN
ajst-3256	46	19	for	for	ADP
ajst-3256	46	20	image	image	NOUN
ajst-3256	46	21	recognition	recognition	NOUN
ajst-3256	46	22	applications	application	NOUN
ajst-3256	46	23	in	in	ADP
ajst-3256	46	24	various	various	ADJ
ajst-3256	46	25	fields	field	NOUN
ajst-3256	46	26	.	.	PUNCT
ajst-3256	47	1	3	3	X
ajst-3256	47	2	.	.	X
ajst-3256	47	3	application	application	NOUN
ajst-3256	47	4	of	of	ADP
ajst-3256	47	5	image	image	NOUN
ajst-3256	47	6	recognition	recognition	NOUN
ajst-3256	47	7	in	in	ADP
ajst-3256	47	8	intelligent	intelligent	ADJ
ajst-3256	47	9	agriculture	agriculture	NOUN
ajst-3256	47	10	the	the	DET
ajst-3256	47	11	salient	salient	NOUN
ajst-3256	47	12	features	feature	NOUN
ajst-3256	47	13	of	of	ADP
ajst-3256	47	14	intelligent	intelligent	ADJ
ajst-3256	47	15	agriculture	agriculture	NOUN
ajst-3256	47	16	include	include	VERB
ajst-3256	47	17	regionalization	regionalization	NOUN
ajst-3256	47	18	,	,	PUNCT
ajst-3256	47	19	specialization	specialization	NOUN
ajst-3256	47	20	and	and	CCONJ
ajst-3256	47	21	mechanization	mechanization	NOUN
ajst-3256	47	22	,	,	PUNCT
ajst-3256	47	23	namely	namely	ADV
ajst-3256	47	24	to	to	PART
ajst-3256	47	25	find	find	VERB
ajst-3256	47	26	the	the	DET
ajst-3256	47	27	right	right	ADV
ajst-3256	47	28	cultivated	cultivate	VERB
ajst-3256	47	29	land	land	NOUN
ajst-3256	47	30	,	,	PUNCT
ajst-3256	47	31	planting	plant	VERB
ajst-3256	47	32	suitable	suitable	ADJ
ajst-3256	47	33	crops	crop	NOUN
ajst-3256	47	34	on	on	ADP
ajst-3256	47	35	the	the	DET
ajst-3256	47	36	selected	select	VERB
ajst-3256	47	37	land	land	NOUN
ajst-3256	47	38	and	and	CCONJ
ajst-3256	47	39	then	then	ADV
ajst-3256	47	40	efficiently	efficiently	ADV
ajst-3256	47	41	and	and	CCONJ
ajst-3256	47	42	accurately	accurately	ADV
ajst-3256	47	43	determine	determine	VERB
ajst-3256	47	44	the	the	DET
ajst-3256	47	45	species	specie	NOUN
ajst-3256	47	46	of	of	ADP
ajst-3256	47	47	the	the	DET
ajst-3256	47	48	plant	plant	NOUN
ajst-3256	47	49	diseases	disease	NOUN
ajst-3256	47	50	and	and	CCONJ
ajst-3256	47	51	insect	insect	VERB
ajst-3256	47	52	pests	pest	NOUN
ajst-3256	47	53	as	as	ADV
ajst-3256	47	54	well	well	ADV
ajst-3256	47	55	as	as	ADP
ajst-3256	47	56	their	their	PRON
ajst-3256	47	57	locations	location	NOUN
ajst-3256	47	58	,	,	PUNCT
ajst-3256	47	59	degree	degree	NOUN
ajst-3256	47	60	and	and	CCONJ
ajst-3256	47	61	scope	scope	NOUN
ajst-3256	47	62	,	,	PUNCT
ajst-3256	47	63	so	so	SCONJ
ajst-3256	47	64	as	as	SCONJ
ajst-3256	47	65	to	to	PART
ajst-3256	47	66	assess	assess	VERB
ajst-3256	47	67	the	the	DET
ajst-3256	47	68	severity	severity	NOUN
ajst-3256	47	69	of	of	ADP
ajst-3256	47	70	the	the	DET
ajst-3256	47	71	diseases	disease	NOUN
ajst-3256	47	72	and	and	CCONJ
ajst-3256	47	73	insect	insect	NOUN
ajst-3256	47	74	pests	pest	NOUN
ajst-3256	47	75	.	.	PUNCT
ajst-3256	48	1	then	then	ADV
ajst-3256	48	2	take	take	VERB
ajst-3256	48	3	measures	measure	NOUN
ajst-3256	48	4	to	to	PART
ajst-3256	48	5	eliminate	eliminate	VERB
ajst-3256	48	6	pests	pest	NOUN
ajst-3256	48	7	and	and	CCONJ
ajst-3256	48	8	diseases	disease	NOUN
ajst-3256	48	9	(	(	PUNCT
ajst-3256	48	10	such	such	ADJ
ajst-3256	48	11	as	as	ADP
ajst-3256	48	12	smart	smart	ADJ
ajst-3256	48	13	pesticide	pesticide	NOUN
ajst-3256	48	14	spraying	spraying	NOUN
ajst-3256	48	15	)	)	PUNCT
ajst-3256	48	16	and	and	CCONJ
ajst-3256	48	17	increase	increase	VERB
ajst-3256	48	18	yields	yield	NOUN
ajst-3256	48	19	.	.	PUNCT
ajst-3256	49	1	the	the	DET
ajst-3256	49	2	following	follow	VERB
ajst-3256	49	3	is	be	AUX
ajst-3256	49	4	a	a	DET
ajst-3256	49	5	review	review	NOUN
ajst-3256	49	6	of	of	ADP
ajst-3256	49	7	image	image	NOUN
ajst-3256	49	8	recognition	recognition	NOUN
ajst-3256	49	9	in	in	ADP
ajst-3256	49	10	land	land	NOUN
ajst-3256	49	11	classification	classification	NOUN
ajst-3256	49	12	and	and	CCONJ
ajst-3256	49	13	protection	protection	NOUN
ajst-3256	49	14	,	,	PUNCT
ajst-3256	49	15	accurate	accurate	ADJ
ajst-3256	49	16	identification	identification	NOUN
ajst-3256	49	17	of	of	ADP
ajst-3256	49	18	animals	animal	NOUN
ajst-3256	49	19	as	as	ADV
ajst-3256	49	20	well	well	ADV
ajst-3256	49	21	as	as	ADP
ajst-3256	49	22	pest	pest	VERB
ajst-3256	49	23	and	and	CCONJ
ajst-3256	49	24	disease	disease	NOUN
ajst-3256	49	25	detection	detection	NOUN
ajst-3256	49	26	and	and	CCONJ
ajst-3256	49	27	other	other	ADJ
ajst-3256	49	28	aspects	aspect	NOUN
ajst-3256	49	29	.	.	PUNCT
ajst-3256	50	1	3.1	3.1	NUM
ajst-3256	50	2	.	.	PUNCT
ajst-3256	50	3	land	land	NOUN
ajst-3256	50	4	classification	classification	NOUN
ajst-3256	50	5	and	and	CCONJ
ajst-3256	50	6	protection	protection	NOUN
ajst-3256	50	7	arable	arable	ADJ
ajst-3256	50	8	land	land	NOUN
ajst-3256	50	9	is	be	AUX
ajst-3256	50	10	an	an	DET
ajst-3256	50	11	essential	essential	ADJ
ajst-3256	50	12	land	land	NOUN
ajst-3256	50	13	resource	resource	NOUN
ajst-3256	50	14	in	in	ADP
ajst-3256	50	15	agriculture	agriculture	NOUN
ajst-3256	50	16	,	,	PUNCT
ajst-3256	50	17	but	but	CCONJ
ajst-3256	50	18	for	for	ADP
ajst-3256	50	19	the	the	DET
ajst-3256	50	20	same	same	ADJ
ajst-3256	50	21	crop	crop	NOUN
ajst-3256	50	22	,	,	PUNCT
ajst-3256	50	23	not	not	PART
ajst-3256	50	24	all	all	DET
ajst-3256	50	25	arable	arable	ADJ
ajst-3256	50	26	land	land	NOUN
ajst-3256	50	27	is	be	AUX
ajst-3256	50	28	suitable	suitable	ADJ
ajst-3256	50	29	for	for	ADP
ajst-3256	50	30	its	its	PRON
ajst-3256	50	31	cultivation	cultivation	NOUN
ajst-3256	50	32	.	.	PUNCT
ajst-3256	51	1	therefore	therefore	ADV
ajst-3256	51	2	,	,	PUNCT
ajst-3256	51	3	in	in	ADP
ajst-3256	51	4	intelligent	intelligent	ADJ
ajst-3256	51	5	agriculture	agriculture	NOUN
ajst-3256	51	6	,	,	PUNCT
ajst-3256	51	7	it	it	PRON
ajst-3256	51	8	is	be	AUX
ajst-3256	51	9	very	very	ADV
ajst-3256	51	10	important	important	ADJ
ajst-3256	51	11	to	to	PART
ajst-3256	51	12	determine	determine	VERB
ajst-3256	51	13	the	the	DET
ajst-3256	51	14	type	type	NOUN
ajst-3256	51	15	of	of	ADP
ajst-3256	51	16	arable	arable	ADJ
ajst-3256	51	17	land	land	NOUN
ajst-3256	51	18	.	.	PUNCT
ajst-3256	52	1	in	in	ADP
ajst-3256	52	2	the	the	DET
ajst-3256	52	3	past	past	NOUN
ajst-3256	52	4	,	,	PUNCT
ajst-3256	52	5	it	it	PRON
ajst-3256	52	6	was	be	AUX
ajst-3256	52	7	almost	almost	ADV
ajst-3256	52	8	impossible	impossible	ADJ
ajst-3256	52	9	to	to	PART
ajst-3256	52	10	complete	complete	VERB
ajst-3256	52	11	land	land	NOUN
ajst-3256	52	12	classification	classification	NOUN
ajst-3256	52	13	through	through	ADP
ajst-3256	52	14	traditional	traditional	ADJ
ajst-3256	52	15	satellite	satellite	NOUN
ajst-3256	52	16	image	image	NOUN
ajst-3256	52	17	analysis	analysis	NOUN
ajst-3256	52	18	,	,	PUNCT
ajst-3256	52	19	because	because	SCONJ
ajst-3256	52	20	its	its	PRON
ajst-3256	52	21	recognition	recognition	NOUN
ajst-3256	52	22	accuracy	accuracy	NOUN
ajst-3256	52	23	was	be	AUX
ajst-3256	52	24	too	too	ADV
ajst-3256	52	25	low	low	ADJ
ajst-3256	52	26	.	.	PUNCT
ajst-3256	53	1	however	however	ADV
ajst-3256	53	2	,	,	PUNCT
ajst-3256	53	3	with	with	ADP
ajst-3256	53	4	the	the	DET
ajst-3256	53	5	application	application	NOUN
ajst-3256	53	6	of	of	ADP
ajst-3256	53	7	convolutional	convolutional	ADJ
ajst-3256	53	8	neural	neural	ADJ
ajst-3256	53	9	network	network	NOUN
ajst-3256	53	10	in	in	ADP
ajst-3256	53	11	agriculture	agriculture	PROPN
ajst-3256	53	12	,	,	PUNCT
ajst-3256	53	13	the	the	DET
ajst-3256	53	14	above	above	ADJ
ajst-3256	53	15	problems	problem	NOUN
ajst-3256	53	16	have	have	AUX
ajst-3256	53	17	been	be	AUX
ajst-3256	53	18	broken	break	VERB
ajst-3256	53	19	through	through	ADV
ajst-3256	53	20	,	,	PUNCT
ajst-3256	53	21	and	and	CCONJ
ajst-3256	53	22	the	the	DET
ajst-3256	53	23	new	new	ADJ
ajst-3256	53	24	classification	classification	NOUN
ajst-3256	53	25	method	method	NOUN
ajst-3256	53	26	has	have	AUX
ajst-3256	53	27	been	be	AUX
ajst-3256	53	28	verified	verify	VERB
ajst-3256	53	29	.	.	PUNCT
ajst-3256	54	1	jinglun	jinglun	PROPN
ajst-3256	54	2	li	li	PROPN
ajst-3256	54	3	proposes	propose	VERB
ajst-3256	54	4	a	a	DET
ajst-3256	54	5	convolutional	convolutional	ADJ
ajst-3256	54	6	neural	neural	ADJ
ajst-3256	54	7	network	network	NOUN
ajst-3256	54	8	(	(	PUNCT
ajst-3256	54	9	cnn	cnn	PROPN
ajst-3256	54	10	)	)	PUNCT
ajst-3256	54	11	model	model	NOUN
ajst-3256	54	12	named	name	VERB
ajst-3256	54	13	dual	dual	ADJ
ajst-3256	54	14	path	path	NOUN
ajst-3256	54	15	attention	attention	NOUN
ajst-3256	54	16	network	network	NOUN
ajst-3256	54	17	(	(	PUNCT
ajst-3256	54	18	dpanet)[2	dpanet)[2	NOUN
ajst-3256	54	19	]	]	PUNCT
ajst-3256	54	20	.	.	PUNCT
ajst-3256	55	1	by	by	ADP
ajst-3256	55	2	comparing	compare	VERB
ajst-3256	55	3	different	different	ADJ
ajst-3256	55	4	module	module	NOUN
ajst-3256	55	5	combinations	combination	NOUN
ajst-3256	55	6	and	and	CCONJ
ajst-3256	55	7	ablation	ablation	NOUN
ajst-3256	55	8	experiments	experiment	NOUN
ajst-3256	55	9	of	of	ADP
ajst-3256	55	10	different	different	ADJ
ajst-3256	55	11	models	model	NOUN
ajst-3256	55	12	,	,	PUNCT
ajst-3256	55	13	it	it	PRON
ajst-3256	55	14	is	be	AUX
ajst-3256	55	15	found	find	VERB
ajst-3256	55	16	that	that	SCONJ
ajst-3256	55	17	the	the	DET
ajst-3256	55	18	recognition	recognition	NOUN
ajst-3256	55	19	results	result	NOUN
ajst-3256	55	20	are	be	AUX
ajst-3256	55	21	optimized	optimize	VERB
ajst-3256	55	22	compared	compare	VERB
ajst-3256	55	23	with	with	ADP
ajst-3256	55	24	previous	previous	ADJ
ajst-3256	55	25	models	model	NOUN
ajst-3256	55	26	under	under	ADP
ajst-3256	55	27	the	the	DET
ajst-3256	55	28	condition	condition	NOUN
ajst-3256	55	29	that	that	SCONJ
ajst-3256	55	30	the	the	DET
ajst-3256	55	31	computational	computational	ADJ
ajst-3256	55	32	amount	amount	NOUN
ajst-3256	55	33	is	be	AUX
ajst-3256	55	34	almost	almost	ADV
ajst-3256	55	35	unchanged	unchanged	ADJ
ajst-3256	55	36	.	.	PUNCT
ajst-3256	56	1	at	at	ADP
ajst-3256	56	2	the	the	DET
ajst-3256	56	3	same	same	ADJ
ajst-3256	56	4	time	time	NOUN
ajst-3256	56	5	,	,	PUNCT
ajst-3256	56	6	based	base	VERB
ajst-3256	56	7	on	on	ADP
ajst-3256	56	8	the	the	DET
ajst-3256	56	9	above	above	ADJ
ajst-3256	56	10	dpa	dpa	PROPN
ajst-3256	56	11	-	-	PUNCT
ajst-3256	56	12	net	net	NOUN
ajst-3256	56	13	model	model	NOUN
ajst-3256	56	14	,	,	PUNCT
ajst-3256	56	15	jinglun	jinglun	PROPN
ajst-3256	56	16	li	li	PROPN
ajst-3256	56	17	designed	design	VERB
ajst-3256	56	18	a	a	DET
ajst-3256	56	19	remote	remote	ADJ
ajst-3256	56	20	sensing	sense	VERB
ajst-3256	56	21	image	image	NOUN
ajst-3256	56	22	recognition	recognition	NOUN
ajst-3256	56	23	system	system	NOUN
ajst-3256	56	24	for	for	ADP
ajst-3256	56	25	multiple	multiple	ADJ
ajst-3256	56	26	land	land	NOUN
ajst-3256	56	27	types	type	NOUN
ajst-3256	56	28	,	,	PUNCT
ajst-3256	56	29	which	which	PRON
ajst-3256	56	30	can	can	AUX
ajst-3256	56	31	quickly	quickly	ADV
ajst-3256	56	32	obtain	obtain	VERB
ajst-3256	56	33	thematic	thematic	ADJ
ajst-3256	56	34	maps	map	NOUN
ajst-3256	56	35	of	of	ADP
ajst-3256	56	36	remote	remote	ADJ
ajst-3256	56	37	sensing	sensing	NOUN
ajst-3256	56	38	images	image	NOUN
ajst-3256	56	39	without	without	ADP
ajst-3256	56	40	manual	manual	ADJ
ajst-3256	56	41	work	work	NOUN
ajst-3256	56	42	,	,	PUNCT
ajst-3256	56	43	facilitating	facilitate	VERB
ajst-3256	56	44	researchers	researcher	NOUN
ajst-3256	56	45	'	'	PART
ajst-3256	56	46	in	in	ADP
ajst-3256	56	47	-	-	PUNCT
ajst-3256	56	48	depth	depth	NOUN
ajst-3256	56	49	exploration	exploration	NOUN
ajst-3256	56	50	of	of	ADP
ajst-3256	56	51	land	land	NOUN
ajst-3256	56	52	classification	classification	NOUN
ajst-3256	56	53	.	.	PUNCT
ajst-3256	57	1	tian	tian	ADJ
ajst-3256	57	2	tian	tian	PROPN
ajst-3256	57	3	et	et	PROPN
ajst-3256	57	4	al	al	PROPN
ajst-3256	57	5	.	.	PROPN
ajst-3256	57	6	took	take	VERB
ajst-3256	57	7	gf-1	gf-1	ADV
ajst-3256	57	8	pms	pms	NOUN
ajst-3256	57	9	panchromatic	panchromatic	ADJ
ajst-3256	57	10	multispectral	multispectral	ADJ
ajst-3256	57	11	fusion	fusion	NOUN
ajst-3256	57	12	image	image	NOUN
ajst-3256	57	13	as	as	ADP
ajst-3256	57	14	data	datum	NOUN
ajst-3256	57	15	source	source	NOUN
ajst-3256	57	16	,	,	PUNCT
ajst-3256	57	17	and	and	CCONJ
ajst-3256	57	18	completed	complete	VERB
ajst-3256	57	19	the	the	DET
ajst-3256	57	20	fine	fine	ADJ
ajst-3256	57	21	classification	classification	NOUN
ajst-3256	57	22	of	of	ADP
ajst-3256	57	23	crops	crop	NOUN
ajst-3256	57	24	in	in	ADP
ajst-3256	57	25	areas	area	NOUN
ajst-3256	57	26	with	with	ADP
ajst-3256	57	27	complex	complex	ADJ
ajst-3256	57	28	planting	planting	NOUN
ajst-3256	57	29	structures	structure	NOUN
ajst-3256	57	30	based	base	VERB
ajst-3256	57	31	on	on	ADP
ajst-3256	57	32	three	three	NUM
ajst-3256	57	33	deep	deep	ADJ
ajst-3256	57	34	learning	learning	NOUN
ajst-3256	57	35	models	model	NOUN
ajst-3256	57	36	,	,	PUNCT
ajst-3256	57	37	namely	namely	ADV
ajst-3256	57	38	unet	unet	NOUN
ajst-3256	57	39	,	,	PUNCT
ajst-3256	57	40	pspnet	pspnet	NOUN
ajst-3256	57	41	and	and	CCONJ
ajst-3256	57	42	deeplabv3	deeplabv3	NOUN
ajst-3256	57	43	+	+	PROPN
ajst-3256	57	44	,	,	PUNCT
ajst-3256	57	45	overcoming	overcome	VERB
ajst-3256	57	46	the	the	DET
ajst-3256	57	47	problem	problem	NOUN
ajst-3256	57	48	of	of	ADP
ajst-3256	57	49	low	low	ADJ
ajst-3256	57	50	accuracy	accuracy	NOUN
ajst-3256	57	51	in	in	ADP
ajst-3256	57	52	crop	crop	NOUN
ajst-3256	57	53	classification	classification	NOUN
ajst-3256	57	54	by	by	ADP
ajst-3256	57	55	traditional	traditional	ADJ
ajst-3256	57	56	statistical	statistical	ADJ
ajst-3256	57	57	classification	classification	NOUN
ajst-3256	57	58	or	or	CCONJ
ajst-3256	57	59	image	image	NOUN
ajst-3256	57	60	recognition	recognition	NOUN
ajst-3256	57	61	methods[3	methods[3	PROPN
ajst-3256	57	62	]	]	PUNCT
ajst-3256	57	63	.	.	PUNCT
ajst-3256	58	1	it	it	PRON
ajst-3256	58	2	provides	provide	VERB
ajst-3256	58	3	an	an	DET
ajst-3256	58	4	important	important	ADJ
ajst-3256	58	5	reference	reference	NOUN
ajst-3256	58	6	for	for	ADP
ajst-3256	58	7	accurately	accurately	ADV
ajst-3256	58	8	obtaining	obtain	VERB
ajst-3256	58	9	the	the	DET
ajst-3256	58	10	information	information	NOUN
ajst-3256	58	11	of	of	ADP
ajst-3256	58	12	crop	crop	NOUN
ajst-3256	58	13	type	type	NOUN
ajst-3256	58	14	,	,	PUNCT
ajst-3256	58	15	area	area	NOUN
ajst-3256	58	16	and	and	CCONJ
ajst-3256	58	17	spatial	spatial	ADJ
ajst-3256	58	18	distribution	distribution	NOUN
ajst-3256	58	19	in	in	ADP
ajst-3256	58	20	the	the	DET
ajst-3256	58	21	region	region	NOUN
ajst-3256	58	22	with	with	ADP
ajst-3256	58	23	scattered	scatter	VERB
ajst-3256	58	24	plots	plot	NOUN
ajst-3256	58	25	,	,	PUNCT
ajst-3256	58	26	complex	complex	ADJ
ajst-3256	58	27	crop	crop	NOUN
ajst-3256	58	28	species	specie	NOUN
ajst-3256	58	29	and	and	CCONJ
ajst-3256	58	30	scattered	scattered	ADJ
ajst-3256	58	31	distribution	distribution	NOUN
ajst-3256	58	32	.	.	PUNCT
ajst-3256	59	1	based	base	VERB
ajst-3256	59	2	on	on	ADP
ajst-3256	59	3	image	image	NOUN
ajst-3256	59	4	recognition	recognition	NOUN
ajst-3256	59	5	in	in	ADP
ajst-3256	59	6	terms	term	NOUN
ajst-3256	59	7	of	of	ADP
ajst-3256	59	8	land	land	NOUN
ajst-3256	59	9	use	use	NOUN
ajst-3256	59	10	of	of	ADP
ajst-3256	59	11	the	the	DET
ajst-3256	59	12	related	related	ADJ
ajst-3256	59	13	literature	literature	NOUN
ajst-3256	59	14	summary	summary	NOUN
ajst-3256	59	15	,	,	PUNCT
ajst-3256	59	16	it	it	PRON
ajst-3256	59	17	is	be	AUX
ajst-3256	59	18	found	find	VERB
ajst-3256	59	19	that	that	SCONJ
ajst-3256	59	20	after	after	ADP
ajst-3256	59	21	optimization	optimization	NOUN
ajst-3256	59	22	,	,	PUNCT
ajst-3256	59	23	the	the	DET
ajst-3256	59	24	image	image	NOUN
ajst-3256	59	25	recognition	recognition	NOUN
ajst-3256	59	26	algorithm	algorithm	NOUN
ajst-3256	59	27	efficiency	efficiency	NOUN
ajst-3256	59	28	and	and	CCONJ
ajst-3256	59	29	accuracy	accuracy	NOUN
ajst-3256	59	30	are	be	AUX
ajst-3256	59	31	higher	high	ADJ
ajst-3256	59	32	than	than	ADP
ajst-3256	59	33	that	that	PRON
ajst-3256	59	34	of	of	ADP
ajst-3256	59	35	the	the	DET
ajst-3256	59	36	traditional	traditional	ADJ
ajst-3256	59	37	ones	one	NOUN
ajst-3256	59	38	,	,	PUNCT
ajst-3256	59	39	which	which	PRON
ajst-3256	59	40	indicates	indicate	VERB
ajst-3256	59	41	the	the	DET
ajst-3256	59	42	image	image	NOUN
ajst-3256	59	43	recognition	recognition	NOUN
ajst-3256	59	44	technology	technology	NOUN
ajst-3256	59	45	can	can	AUX
ajst-3256	59	46	be	be	AUX
ajst-3256	59	47	in	in	ADP
ajst-3256	59	48	the	the	DET
ajst-3256	59	49	field	field	NOUN
ajst-3256	59	50	of	of	ADP
ajst-3256	59	51	land	land	NOUN
ajst-3256	59	52	classification	classification	NOUN
ajst-3256	59	53	and	and	CCONJ
ajst-3256	59	54	protection	protection	NOUN
ajst-3256	59	55	and	and	CCONJ
ajst-3256	59	56	play	play	VERB
ajst-3256	59	57	a	a	DET
ajst-3256	59	58	more	more	ADV
ajst-3256	59	59	important	important	ADJ
ajst-3256	59	60	role	role	NOUN
ajst-3256	59	61	.	.	PUNCT
ajst-3256	60	1	but	but	CCONJ
ajst-3256	60	2	at	at	ADP
ajst-3256	60	3	the	the	DET
ajst-3256	60	4	same	same	ADJ
ajst-3256	60	5	time	time	NOUN
ajst-3256	60	6	,	,	PUNCT
ajst-3256	60	7	in	in	ADP
ajst-3256	60	8	order	order	NOUN
ajst-3256	60	9	to	to	PART
ajst-3256	60	10	make	make	VERB
ajst-3256	60	11	the	the	DET
ajst-3256	60	12	role	role	NOUN
ajst-3256	60	13	of	of	ADP
ajst-3256	60	14	image	image	NOUN
ajst-3256	60	15	recognition	recognition	NOUN
ajst-3256	60	16	wider	wide	ADJ
ajst-3256	60	17	,	,	PUNCT
ajst-3256	60	18	it	it	PRON
ajst-3256	60	19	is	be	AUX
ajst-3256	60	20	also	also	ADV
ajst-3256	60	21	necessary	necessary	ADJ
ajst-3256	60	22	to	to	PART
ajst-3256	60	23	establish	establish	VERB
ajst-3256	60	24	a	a	DET
ajst-3256	60	25	universal	universal	ADJ
ajst-3256	60	26	database	database	NOUN
ajst-3256	60	27	.	.	PUNCT
ajst-3256	61	1	3.2	3.2	NUM
ajst-3256	61	2	.	.	PUNCT
ajst-3256	61	3	accurate	accurate	ADJ
ajst-3256	61	4	identification	identification	NOUN
ajst-3256	61	5	of	of	ADP
ajst-3256	61	6	animals	animal	NOUN
ajst-3256	61	7	animal	animal	NOUN
ajst-3256	61	8	husbandry	husbandry	NOUN
ajst-3256	61	9	and	and	CCONJ
ajst-3256	61	10	aquaculture	aquaculture	NOUN
ajst-3256	61	11	are	be	AUX
ajst-3256	61	12	important	important	ADJ
ajst-3256	61	13	components	component	NOUN
ajst-3256	61	14	of	of	ADP
ajst-3256	61	15	agriculture	agriculture	NOUN
ajst-3256	61	16	.	.	PUNCT
ajst-3256	62	1	in	in	ADP
ajst-3256	62	2	the	the	DET
ajst-3256	62	3	past	past	NOUN
ajst-3256	62	4	,	,	PUNCT
ajst-3256	62	5	few	few	ADJ
ajst-3256	62	6	algorithms	algorithm	NOUN
ajst-3256	62	7	could	could	AUX
ajst-3256	62	8	accurately	accurately	ADV
ajst-3256	62	9	identify	identify	VERB
ajst-3256	62	10	animals	animal	NOUN
ajst-3256	62	11	,	,	PUNCT
ajst-3256	62	12	and	and	CCONJ
ajst-3256	62	13	most	most	ADJ
ajst-3256	62	14	of	of	ADP
ajst-3256	62	15	them	they	PRON
ajst-3256	62	16	could	could	AUX
ajst-3256	62	17	not	not	PART
ajst-3256	62	18	realize	realize	VERB
ajst-3256	62	19	real	real	ADJ
ajst-3256	62	20	-	-	PUNCT
ajst-3256	62	21	time	time	NOUN
ajst-3256	62	22	recognition	recognition	NOUN
ajst-3256	62	23	.	.	PUNCT
ajst-3256	63	1	but	but	CCONJ
ajst-3256	63	2	with	with	ADP
ajst-3256	63	3	the	the	DET
ajst-3256	63	4	introduction	introduction	NOUN
ajst-3256	63	5	of	of	ADP
ajst-3256	63	6	neural	neural	ADJ
ajst-3256	63	7	network	network	NOUN
ajst-3256	63	8	into	into	ADP
ajst-3256	63	9	image	image	NOUN
ajst-3256	63	10	recognition	recognition	NOUN
ajst-3256	63	11	,	,	PUNCT
ajst-3256	63	12	not	not	PART
ajst-3256	63	13	only	only	ADV
ajst-3256	63	14	the	the	DET
ajst-3256	63	15	accuracy	accuracy	NOUN
ajst-3256	63	16	is	be	AUX
ajst-3256	63	17	greatly	greatly	ADV
ajst-3256	63	18	improved	improve	VERB
ajst-3256	63	19	,	,	PUNCT
ajst-3256	63	20	but	but	CCONJ
ajst-3256	63	21	also	also	ADV
ajst-3256	63	22	real	real	ADJ
ajst-3256	63	23	-	-	PUNCT
ajst-3256	63	24	time	time	NOUN
ajst-3256	63	25	monitoring	monitoring	NOUN
ajst-3256	63	26	recognition	recognition	NOUN
ajst-3256	63	27	can	can	AUX
ajst-3256	63	28	be	be	AUX
ajst-3256	63	29	realized	realize	VERB
ajst-3256	63	30	.	.	PUNCT
ajst-3256	64	1	qi	qi	PROPN
ajst-3256	64	2	li	li	PROPN
ajst-3256	64	3	proposed	propose	VERB
ajst-3256	64	4	an	an	DET
ajst-3256	64	5	expanding	expand	VERB
ajst-3256	64	6	-	-	PUNCT
ajst-3256	64	7	deformable	deformable	ADJ
ajst-3256	64	8	convolutional	convolutional	ADJ
ajst-3256	64	9	networks	network	NOUN
ajst-3256	64	10	(	(	PUNCT
ajst-3256	64	11	e	e	NOUN
ajst-3256	64	12	-	-	PROPN
ajst-3256	64	13	dcn	dcn	NOUN
ajst-3256	64	14	-	-	PUNCT
ajst-3256	64	15	cascade	cascade	NOUN
ajst-3256	64	16	rcnn	rcnn	NOUN
ajst-3256	64	17	)	)	PUNCT
ajst-3256	64	18	algorithm	algorithm	NOUN
ajst-3256	64	19	for	for	ADP
ajst-3256	64	20	cattle	cattle	NOUN
ajst-3256	64	21	object	object	VERB
ajst-3256	64	22	detection[4	detection[4	NOUN
ajst-3256	64	23	]	]	PUNCT
ajst-3256	64	24	.	.	PUNCT
ajst-3256	65	1	compared	compare	VERB
ajst-3256	65	2	with	with	ADP
ajst-3256	65	3	former	former	ADJ
ajst-3256	65	4	algorithms	algorithm	NOUN
ajst-3256	65	5	cascade	cascade	NOUN
ajst-3256	65	6	rcnn	rcnn	NOUN
ajst-3256	65	7	,	,	PUNCT
ajst-3256	65	8	retinanet	retinanet	NOUN
ajst-3256	65	9	and	and	CCONJ
ajst-3256	65	10	faster	fast	ADJ
ajst-3256	65	11	rcnn	rcnn	PROPN
ajst-3256	65	12	,	,	PUNCT
ajst-3256	65	13	the	the	DET
ajst-3256	65	14	ap	ap	PROPN
ajst-3256	65	15	value	value	NOUN
ajst-3256	65	16	of	of	ADP
ajst-3256	65	17	detection	detection	NOUN
ajst-3256	65	18	accuracy	accuracy	NOUN
ajst-3256	65	19	increased	increase	VERB
ajst-3256	65	20	by	by	ADP
ajst-3256	65	21	4.2	4.2	NUM
ajst-3256	65	22	%	%	NOUN
ajst-3256	65	23	,	,	PUNCT
ajst-3256	65	24	6.4	6.4	NUM
ajst-3256	65	25	%	%	NOUN
ajst-3256	65	26	and	and	CCONJ
ajst-3256	65	27	10.3	10.3	NUM
ajst-3256	65	28	%	%	NOUN
ajst-3256	65	29	respectively	respectively	ADV
ajst-3256	65	30	.	.	PUNCT
ajst-3256	66	1	at	at	ADP
ajst-3256	66	2	the	the	DET
ajst-3256	66	3	same	same	ADJ
ajst-3256	66	4	time	time	NOUN
ajst-3256	66	5	,	,	PUNCT
ajst-3256	66	6	qi	qi	PROPN
ajst-3256	66	7	li	li	PROPN
ajst-3256	66	8	also	also	ADV
ajst-3256	66	9	proposed	propose	VERB
ajst-3256	66	10	a	a	DET
ajst-3256	66	11	lightweight	lightweight	ADJ
ajst-3256	66	12	method	method	NOUN
ajst-3256	66	13	for	for	ADP
ajst-3256	66	14	cattle	cattle	NOUN
ajst-3256	66	15	detection	detection	NOUN
ajst-3256	66	16	model	model	NOUN
ajst-3256	66	17	based	base	VERB
ajst-3256	66	18	on	on	ADP
ajst-3256	66	19	dc	dc	PROPN
ajst-3256	66	20	75	75	NUM
ajst-3256	66	21	smkd	smkd	NOUN
ajst-3256	66	22	.	.	PUNCT
ajst-3256	67	1	after	after	SCONJ
ajst-3256	67	2	the	the	DET
ajst-3256	67	3	algorithm	algorithm	NOUN
ajst-3256	67	4	restored	restore	VERB
ajst-3256	67	5	the	the	DET
ajst-3256	67	6	detection	detection	NOUN
ajst-3256	67	7	accuracy	accuracy	NOUN
ajst-3256	67	8	,	,	PUNCT
ajst-3256	67	9	the	the	DET
ajst-3256	67	10	model	model	NOUN
ajst-3256	67	11	’s	’s	PART
ajst-3256	67	12	name	name	NOUN
ajst-3256	67	13	is	be	AUX
ajst-3256	67	14	dc	dc	PROPN
ajst-3256	67	15	-	-	PUNCT
ajst-3256	67	16	smkd	smkd	NOUN
ajst-3256	67	17	-	-	PUNCT
ajst-3256	67	18	yolov5s	yolov5s	NOUN
ajst-3256	67	19	,	,	PUNCT
ajst-3256	67	20	and	and	CCONJ
ajst-3256	67	21	its	its	PRON
ajst-3256	67	22	ap	ap	PROPN
ajst-3256	67	23	was	be	AUX
ajst-3256	67	24	improved	improve	VERB
ajst-3256	67	25	to	to	ADP
ajst-3256	67	26	92.99	92.99	NUM
ajst-3256	67	27	%	%	NOUN
ajst-3256	67	28	.	.	PUNCT
ajst-3256	68	1	compared	compare	VERB
ajst-3256	68	2	with	with	ADP
ajst-3256	68	3	the	the	DET
ajst-3256	68	4	traditional	traditional	ADJ
ajst-3256	68	5	ssd	ssd	NOUN
ajst-3256	68	6	target	target	NOUN
ajst-3256	68	7	detection	detection	NOUN
ajst-3256	68	8	algorithm	algorithm	NOUN
ajst-3256	68	9	,	,	PUNCT
ajst-3256	68	10	the	the	DET
ajst-3256	68	11	model	model	NOUN
ajst-3256	68	12	size	size	NOUN
ajst-3256	68	13	was	be	AUX
ajst-3256	68	14	smaller	small	ADJ
ajst-3256	68	15	by	by	ADP
ajst-3256	68	16	80	80	NUM
ajst-3256	68	17	m	m	NOUN
ajst-3256	68	18	,	,	PUNCT
ajst-3256	68	19	and	and	CCONJ
ajst-3256	68	20	the	the	DET
ajst-3256	68	21	ap	ap	PROPN
ajst-3256	68	22	was	be	AUX
ajst-3256	68	23	1.34	1.34	NUM
ajst-3256	68	24	%	%	NOUN
ajst-3256	68	25	higher	high	ADJ
ajst-3256	68	26	.	.	PUNCT
ajst-3256	69	1	it	it	PRON
ajst-3256	69	2	suggested	suggest	VERB
ajst-3256	69	3	that	that	SCONJ
ajst-3256	69	4	the	the	DET
ajst-3256	69	5	detection	detection	NOUN
ajst-3256	69	6	accuracy	accuracy	NOUN
ajst-3256	69	7	and	and	CCONJ
ajst-3256	69	8	detection	detection	NOUN
ajst-3256	69	9	speed	speed	NOUN
ajst-3256	69	10	of	of	ADP
ajst-3256	69	11	this	this	DET
ajst-3256	69	12	model	model	NOUN
ajst-3256	69	13	are	be	AUX
ajst-3256	69	14	higher	high	ADJ
ajst-3256	69	15	.	.	PUNCT
ajst-3256	70	1	qi	qi	PROPN
ajst-3256	70	2	wang	wang	PROPN
ajst-3256	70	3	proposed	propose	VERB
ajst-3256	70	4	an	an	DET
ajst-3256	70	5	algorithm	algorithm	NOUN
ajst-3256	70	6	for	for	ADP
ajst-3256	70	7	density	density	NOUN
ajst-3256	70	8	estimation	estimation	NOUN
ajst-3256	70	9	of	of	ADP
ajst-3256	70	10	shrimp	shrimp	NOUN
ajst-3256	70	11	seedlings	seedling	NOUN
ajst-3256	70	12	based	base	VERB
ajst-3256	70	13	on	on	ADP
ajst-3256	70	14	multi	multi	ADJ
ajst-3256	70	15	-	-	NOUN
ajst-3256	70	16	scale	scale	ADJ
ajst-3256	70	17	and	and	CCONJ
ajst-3256	70	18	dual	dual	ADJ
ajst-3256	70	19	-	-	PUNCT
ajst-3256	70	20	channel	channel	NOUN
ajst-3256	70	21	fusion[5	fusion[5	NOUN
ajst-3256	70	22	]	]	PUNCT
ajst-3256	70	23	.	.	PUNCT
ajst-3256	71	1	in	in	ADP
ajst-3256	71	2	this	this	DET
ajst-3256	71	3	algorithm	algorithm	NOUN
ajst-3256	71	4	,	,	PUNCT
ajst-3256	71	5	resnet101	resnet101	PROPN
ajst-3256	71	6	was	be	AUX
ajst-3256	71	7	used	use	VERB
ajst-3256	71	8	as	as	ADP
ajst-3256	71	9	the	the	DET
ajst-3256	71	10	feature	feature	NOUN
ajst-3256	71	11	extraction	extraction	NOUN
ajst-3256	71	12	module	module	NOUN
ajst-3256	71	13	of	of	ADP
ajst-3256	71	14	the	the	DET
ajst-3256	71	15	whole	whole	ADJ
ajst-3256	71	16	network	network	NOUN
ajst-3256	71	17	,	,	PUNCT
ajst-3256	71	18	and	and	CCONJ
ajst-3256	71	19	the	the	DET
ajst-3256	71	20	features	feature	NOUN
ajst-3256	71	21	of	of	ADP
ajst-3256	71	22	the	the	DET
ajst-3256	71	23	head	head	NOUN
ajst-3256	71	24	of	of	ADP
ajst-3256	71	25	shrimp	shrimp	NOUN
ajst-3256	71	26	seedlings	seedling	NOUN
ajst-3256	71	27	were	be	AUX
ajst-3256	71	28	learned	learn	VERB
ajst-3256	71	29	under	under	ADP
ajst-3256	71	30	the	the	DET
ajst-3256	71	31	unfavorable	unfavorable	ADJ
ajst-3256	71	32	conditions	condition	NOUN
ajst-3256	71	33	of	of	ADP
ajst-3256	71	34	background	background	NOUN
ajst-3256	71	35	noise	noise	NOUN
ajst-3256	71	36	and	and	CCONJ
ajst-3256	71	37	unequal	unequal	ADJ
ajst-3256	71	38	distribution	distribution	NOUN
ajst-3256	71	39	of	of	ADP
ajst-3256	71	40	shrimp	shrimp	NOUN
ajst-3256	71	41	seedlings	seedling	NOUN
ajst-3256	71	42	.	.	PUNCT
ajst-3256	72	1	mae	mae	PROPN
ajst-3256	72	2	and	and	CCONJ
ajst-3256	72	3	mse	mse	PROPN
ajst-3256	72	4	were	be	AUX
ajst-3256	72	5	used	use	VERB
ajst-3256	72	6	as	as	ADP
ajst-3256	72	7	indexes	index	NOUN
ajst-3256	72	8	,	,	PUNCT
ajst-3256	72	9	which	which	PRON
ajst-3256	72	10	can	can	AUX
ajst-3256	72	11	learn	learn	VERB
ajst-3256	72	12	the	the	DET
ajst-3256	72	13	multi	multi	ADJ
ajst-3256	72	14	-	-	ADJ
ajst-3256	72	15	scale	scale	ADJ
ajst-3256	72	16	characteristics	characteristic	NOUN
ajst-3256	72	17	of	of	ADP
ajst-3256	72	18	shrimp	shrimp	NOUN
ajst-3256	72	19	seedlings	seedling	NOUN
ajst-3256	72	20	.	.	PUNCT
ajst-3256	73	1	if	if	SCONJ
ajst-3256	73	2	the	the	DET
ajst-3256	73	3	target	target	NOUN
ajst-3256	73	4	detection	detection	NOUN
ajst-3256	73	5	algorithm	algorithm	NOUN
ajst-3256	73	6	can	can	AUX
ajst-3256	73	7	be	be	AUX
ajst-3256	73	8	added	add	VERB
ajst-3256	73	9	to	to	ADP
ajst-3256	73	10	the	the	DET
ajst-3256	73	11	density	density	NOUN
ajst-3256	73	12	estimation	estimation	NOUN
ajst-3256	73	13	counting	counting	NOUN
ajst-3256	73	14	,	,	PUNCT
ajst-3256	73	15	the	the	DET
ajst-3256	73	16	accuracy	accuracy	NOUN
ajst-3256	73	17	of	of	ADP
ajst-3256	73	18	the	the	DET
ajst-3256	73	19	algorithm	algorithm	NOUN
ajst-3256	73	20	can	can	AUX
ajst-3256	73	21	be	be	AUX
ajst-3256	73	22	greatly	greatly	ADV
ajst-3256	73	23	improved	improve	VERB
ajst-3256	73	24	.	.	PUNCT
ajst-3256	74	1	after	after	ADP
ajst-3256	74	2	summarizing	summarize	VERB
ajst-3256	74	3	the	the	DET
ajst-3256	74	4	literature	literature	NOUN
ajst-3256	74	5	of	of	ADP
ajst-3256	74	6	image	image	NOUN
ajst-3256	74	7	recognition	recognition	NOUN
ajst-3256	74	8	in	in	ADP
ajst-3256	74	9	animal	animal	NOUN
ajst-3256	74	10	accurate	accurate	ADJ
ajst-3256	74	11	recognition	recognition	NOUN
ajst-3256	74	12	,	,	PUNCT
ajst-3256	74	13	it	it	PRON
ajst-3256	74	14	is	be	AUX
ajst-3256	74	15	found	find	VERB
ajst-3256	74	16	that	that	SCONJ
ajst-3256	74	17	the	the	DET
ajst-3256	74	18	detection	detection	NOUN
ajst-3256	74	19	accuracy	accuracy	NOUN
ajst-3256	74	20	and	and	CCONJ
ajst-3256	74	21	detection	detection	NOUN
ajst-3256	74	22	speed	speed	NOUN
ajst-3256	74	23	of	of	ADP
ajst-3256	74	24	the	the	DET
ajst-3256	74	25	image	image	NOUN
ajst-3256	74	26	recognition	recognition	NOUN
ajst-3256	74	27	algorithm	algorithm	NOUN
ajst-3256	74	28	proposed	propose	VERB
ajst-3256	74	29	in	in	ADP
ajst-3256	74	30	recent	recent	ADJ
ajst-3256	74	31	years	year	NOUN
ajst-3256	74	32	are	be	AUX
ajst-3256	74	33	higher	high	ADJ
ajst-3256	74	34	than	than	ADP
ajst-3256	74	35	the	the	DET
ajst-3256	74	36	traditional	traditional	ADJ
ajst-3256	74	37	algorithm	algorithm	NOUN
ajst-3256	74	38	,	,	PUNCT
ajst-3256	74	39	which	which	PRON
ajst-3256	74	40	indicates	indicate	VERB
ajst-3256	74	41	that	that	SCONJ
ajst-3256	74	42	the	the	DET
ajst-3256	74	43	application	application	NOUN
ajst-3256	74	44	of	of	ADP
ajst-3256	74	45	image	image	NOUN
ajst-3256	74	46	recognition	recognition	NOUN
ajst-3256	74	47	technology	technology	NOUN
ajst-3256	74	48	in	in	ADP
ajst-3256	74	49	animal	animal	NOUN
ajst-3256	74	50	husbandry	husbandry	NOUN
ajst-3256	74	51	in	in	ADP
ajst-3256	74	52	intelligent	intelligent	ADJ
ajst-3256	74	53	agriculture	agriculture	NOUN
ajst-3256	74	54	is	be	AUX
ajst-3256	74	55	feasible	feasible	ADJ
ajst-3256	74	56	.	.	PUNCT
ajst-3256	75	1	but	but	CCONJ
ajst-3256	75	2	at	at	ADP
ajst-3256	75	3	the	the	DET
ajst-3256	75	4	same	same	ADJ
ajst-3256	75	5	time	time	NOUN
ajst-3256	75	6	,	,	PUNCT
ajst-3256	75	7	image	image	NOUN
ajst-3256	75	8	recognition	recognition	NOUN
ajst-3256	75	9	also	also	ADV
ajst-3256	75	10	has	have	VERB
ajst-3256	75	11	disadvantages	disadvantage	NOUN
ajst-3256	75	12	to	to	PART
ajst-3256	75	13	be	be	AUX
ajst-3256	75	14	overcome	overcome	VERB
ajst-3256	75	15	in	in	ADP
ajst-3256	75	16	the	the	DET
ajst-3256	75	17	field	field	NOUN
ajst-3256	75	18	of	of	ADP
ajst-3256	75	19	accurate	accurate	ADJ
ajst-3256	75	20	animal	animal	NOUN
ajst-3256	75	21	recognition	recognition	NOUN
ajst-3256	75	22	,	,	PUNCT
ajst-3256	75	23	such	such	ADJ
ajst-3256	75	24	as	as	ADP
ajst-3256	75	25	large	large	ADJ
ajst-3256	75	26	network	network	NOUN
ajst-3256	75	27	model	model	NOUN
ajst-3256	75	28	and	and	CCONJ
ajst-3256	75	29	simultaneous	simultaneous	ADJ
ajst-3256	75	30	recognition	recognition	NOUN
ajst-3256	75	31	of	of	ADP
ajst-3256	75	32	multiple	multiple	ADJ
ajst-3256	75	33	organisms	organism	NOUN
ajst-3256	75	34	.	.	PUNCT
ajst-3256	76	1	3.3	3.3	NUM
ajst-3256	76	2	.	.	PUNCT
ajst-3256	77	1	pest	pest	NOUN
ajst-3256	77	2	and	and	CCONJ
ajst-3256	77	3	disease	disease	NOUN
ajst-3256	77	4	detection	detection	NOUN
ajst-3256	77	5	how	how	SCONJ
ajst-3256	77	6	to	to	PART
ajst-3256	77	7	prevent	prevent	VERB
ajst-3256	77	8	pests	pest	NOUN
ajst-3256	77	9	and	and	CCONJ
ajst-3256	77	10	diseases	disease	NOUN
ajst-3256	77	11	is	be	AUX
ajst-3256	77	12	a	a	DET
ajst-3256	77	13	very	very	ADV
ajst-3256	77	14	important	important	ADJ
ajst-3256	77	15	problem	problem	NOUN
ajst-3256	77	16	in	in	ADP
ajst-3256	77	17	agriculture	agriculture	NOUN
ajst-3256	77	18	.	.	PUNCT
ajst-3256	78	1	in	in	ADP
ajst-3256	78	2	previous	previous	ADJ
ajst-3256	78	3	traditional	traditional	ADJ
ajst-3256	78	4	agriculture	agriculture	NOUN
ajst-3256	78	5	,	,	PUNCT
ajst-3256	78	6	farmers	farmer	NOUN
ajst-3256	78	7	were	be	AUX
ajst-3256	78	8	more	more	ADV
ajst-3256	78	9	accustomed	accustomed	ADJ
ajst-3256	78	10	to	to	ADP
ajst-3256	78	11	identifying	identify	VERB
ajst-3256	78	12	diseases	disease	NOUN
ajst-3256	78	13	and	and	CCONJ
ajst-3256	78	14	pests	pest	NOUN
ajst-3256	78	15	with	with	ADP
ajst-3256	78	16	naked	naked	ADJ
ajst-3256	78	17	eyes	eye	NOUN
ajst-3256	78	18	,	,	PUNCT
ajst-3256	78	19	which	which	PRON
ajst-3256	78	20	was	be	AUX
ajst-3256	78	21	not	not	PART
ajst-3256	78	22	only	only	ADV
ajst-3256	78	23	laborious	laborious	ADJ
ajst-3256	78	24	,	,	PUNCT
ajst-3256	78	25	but	but	CCONJ
ajst-3256	78	26	also	also	ADV
ajst-3256	78	27	not	not	PART
ajst-3256	78	28	accurate	accurate	ADJ
ajst-3256	78	29	.	.	PUNCT
ajst-3256	79	1	however	however	ADV
ajst-3256	79	2	,	,	PUNCT
ajst-3256	79	3	the	the	DET
ajst-3256	79	4	appearance	appearance	NOUN
ajst-3256	79	5	of	of	ADP
ajst-3256	79	6	image	image	NOUN
ajst-3256	79	7	recognition	recognition	NOUN
ajst-3256	79	8	technology	technology	NOUN
ajst-3256	79	9	can	can	AUX
ajst-3256	79	10	greatly	greatly	ADV
ajst-3256	79	11	reduce	reduce	VERB
ajst-3256	79	12	the	the	DET
ajst-3256	79	13	above	above	ADJ
ajst-3256	79	14	shortcomings	shortcoming	NOUN
ajst-3256	79	15	,	,	PUNCT
ajst-3256	79	16	making	make	VERB
ajst-3256	79	17	intelligent	intelligent	ADJ
ajst-3256	79	18	agriculture	agriculture	NOUN
ajst-3256	79	19	closer	close	ADV
ajst-3256	79	20	to	to	ADP
ajst-3256	79	21	human	human	ADJ
ajst-3256	79	22	beings	being	NOUN
ajst-3256	79	23	.	.	PUNCT
ajst-3256	80	1	yuliang	yuliang	PROPN
ajst-3256	80	2	gao	gao	PROPN
ajst-3256	80	3	et	et	PROPN
ajst-3256	80	4	al	al	PROPN
ajst-3256	80	5	.	.	PROPN
ajst-3256	80	6	proposed	propose	VERB
ajst-3256	80	7	an	an	DET
ajst-3256	80	8	image	image	NOUN
ajst-3256	80	9	recognition	recognition	NOUN
ajst-3256	80	10	algorithm	algorithm	NOUN
ajst-3256	80	11	for	for	ADP
ajst-3256	80	12	rice	rice	NOUN
ajst-3256	80	13	diseases	disease	NOUN
ajst-3256	80	14	and	and	CCONJ
ajst-3256	80	15	insect	insect	NOUN
ajst-3256	80	16	pests	pest	NOUN
ajst-3256	80	17	integrating	integrate	VERB
ajst-3256	80	18	grouped	group	VERB
ajst-3256	80	19	attention	attention	NOUN
ajst-3256	80	20	mechanism[6	mechanism[6	NOUN
ajst-3256	80	21	]	]	PUNCT
ajst-3256	80	22	.	.	PUNCT
ajst-3256	81	1	after	after	ADP
ajst-3256	81	2	introducing	introduce	VERB
ajst-3256	81	3	shuffle	shuffle	NOUN
ajst-3256	81	4	attention	attention	NOUN
ajst-3256	81	5	(	(	PUNCT
ajst-3256	81	6	sa	sa	NOUN
ajst-3256	81	7	)	)	PUNCT
ajst-3256	81	8	into	into	ADP
ajst-3256	81	9	the	the	DET
ajst-3256	81	10	inception	inception	ADJ
ajst-3256	81	11	-	-	PUNCT
ajst-3256	81	12	resnetv1	resnetv1	NOUN
ajst-3256	81	13	convolutional	convolutional	ADJ
ajst-3256	81	14	module	module	NOUN
ajst-3256	81	15	,	,	PUNCT
ajst-3256	81	16	compared	compare	VERB
ajst-3256	81	17	with	with	ADP
ajst-3256	81	18	the	the	DET
ajst-3256	81	19	traditional	traditional	ADJ
ajst-3256	81	20	model	model	NOUN
ajst-3256	81	21	resnet50	resnet50	NOUN
ajst-3256	81	22	and	and	CCONJ
ajst-3256	81	23	inception	inception	NOUN
ajst-3256	81	24	-	-	PUNCT
ajst-3256	81	25	resnetv1	resnetv1	NOUN
ajst-3256	81	26	,	,	PUNCT
ajst-3256	81	27	the	the	DET
ajst-3256	81	28	number	number	NOUN
ajst-3256	81	29	of	of	ADP
ajst-3256	81	30	model	model	NOUN
ajst-3256	81	31	parameters	parameter	NOUN
ajst-3256	81	32	decreased	decrease	VERB
ajst-3256	81	33	by	by	ADP
ajst-3256	81	34	62.7	62.7	NUM
ajst-3256	81	35	%	%	NOUN
ajst-3256	81	36	and	and	CCONJ
ajst-3256	81	37	32.5	32.5	NUM
ajst-3256	81	38	%	%	NOUN
ajst-3256	81	39	,	,	PUNCT
ajst-3256	81	40	and	and	CCONJ
ajst-3256	81	41	the	the	DET
ajst-3256	81	42	accuracy	accuracy	NOUN
ajst-3256	81	43	increased	increase	VERB
ajst-3256	81	44	by	by	ADP
ajst-3256	81	45	1.8	1.8	NUM
ajst-3256	81	46	%	%	NOUN
ajst-3256	81	47	and	and	CCONJ
ajst-3256	81	48	1.21	1.21	NUM
ajst-3256	81	49	%	%	NOUN
ajst-3256	81	50	,	,	PUNCT
ajst-3256	81	51	respectively	respectively	ADV
ajst-3256	81	52	,	,	PUNCT
ajst-3256	81	53	overcoming	overcome	VERB
ajst-3256	81	54	the	the	DET
ajst-3256	81	55	shortcomings	shortcoming	NOUN
ajst-3256	81	56	of	of	ADP
ajst-3256	81	57	the	the	DET
ajst-3256	81	58	traditional	traditional	ADJ
ajst-3256	81	59	algorithm	algorithm	NOUN
ajst-3256	81	60	of	of	ADP
ajst-3256	81	61	insufficient	insufficient	ADJ
ajst-3256	81	62	attention	attention	NOUN
ajst-3256	81	63	proportion	proportion	NOUN
ajst-3256	81	64	and	and	CCONJ
ajst-3256	81	65	low	low	ADJ
ajst-3256	81	66	accuracy	accuracy	NOUN
ajst-3256	81	67	.	.	PUNCT
ajst-3256	82	1	huijie	huijie	PROPN
ajst-3256	82	2	xu	xu	PROPN
ajst-3256	82	3	et	et	PROPN
ajst-3256	82	4	al	al	PROPN
ajst-3256	82	5	.	.	PROPN
ajst-3256	82	6	proposed	propose	VERB
ajst-3256	82	7	an	an	DET
ajst-3256	82	8	improved	improved	ADJ
ajst-3256	82	9	detection	detection	NOUN
ajst-3256	82	10	model	model	NOUN
ajst-3256	82	11	of	of	ADP
ajst-3256	82	12	corn	corn	NOUN
ajst-3256	82	13	leaf	leaf	NOUN
ajst-3256	82	14	diseases	disease	NOUN
ajst-3256	82	15	and	and	CCONJ
ajst-3256	82	16	insect	insect	VERB
ajst-3256	82	17	pests	pest	NOUN
ajst-3256	82	18	-yolov3	-yolov3	PUNCT
ajst-3256	82	19	-	-	PUNCT
ajst-3256	82	20	corn[7	corn[7	ADJ
ajst-3256	82	21	]	]	PUNCT
ajst-3256	82	22	.	.	PUNCT
ajst-3256	83	1	the	the	DET
ajst-3256	83	2	average	average	ADJ
ajst-3256	83	3	detection	detection	NOUN
ajst-3256	83	4	accuracy	accuracy	NOUN
ajst-3256	83	5	(	(	PUNCT
ajst-3256	83	6	map	map	NOUN
ajst-3256	83	7	)	)	PUNCT
ajst-3256	83	8	and	and	CCONJ
ajst-3256	83	9	recall	recall	NOUN
ajst-3256	83	10	rate	rate	NOUN
ajst-3256	83	11	of	of	ADP
ajst-3256	83	12	the	the	DET
ajst-3256	83	13	recognition	recognition	NOUN
ajst-3256	83	14	model	model	NOUN
ajst-3256	83	15	reached	reach	VERB
ajst-3256	83	16	93.31	93.31	NUM
ajst-3256	83	17	%	%	NOUN
ajst-3256	83	18	and	and	CCONJ
ajst-3256	83	19	93.08	93.08	NUM
ajst-3256	83	20	%	%	NOUN
ajst-3256	83	21	,	,	PUNCT
ajst-3256	83	22	which	which	PRON
ajst-3256	83	23	were	be	AUX
ajst-3256	83	24	4.03	4.03	NUM
ajst-3256	83	25	%	%	NOUN
ajst-3256	83	26	and	and	CCONJ
ajst-3256	83	27	9.78	9.78	NUM
ajst-3256	83	28	%	%	NOUN
ajst-3256	83	29	higher	high	ADJ
ajst-3256	83	30	than	than	ADP
ajst-3256	83	31	the	the	DET
ajst-3256	83	32	previous	previous	ADJ
ajst-3256	83	33	yolov3	yolov3	PROPN
ajst-3256	83	34	model	model	NOUN
ajst-3256	83	35	respectively	respectively	ADV
ajst-3256	83	36	.	.	PUNCT
ajst-3256	84	1	it	it	PRON
ajst-3256	84	2	overcomes	overcome	VERB
ajst-3256	84	3	the	the	DET
ajst-3256	84	4	problems	problem	NOUN
ajst-3256	84	5	of	of	ADP
ajst-3256	84	6	poor	poor	ADJ
ajst-3256	84	7	robustness	robustness	NOUN
ajst-3256	84	8	and	and	CCONJ
ajst-3256	84	9	real	real	ADJ
ajst-3256	84	10	-	-	PUNCT
ajst-3256	84	11	time	time	NOUN
ajst-3256	84	12	performance	performance	NOUN
ajst-3256	84	13	of	of	ADP
ajst-3256	84	14	traditional	traditional	ADJ
ajst-3256	84	15	recognition	recognition	NOUN
ajst-3256	84	16	models	model	NOUN
ajst-3256	84	17	.	.	PUNCT
ajst-3256	85	1	the	the	DET
ajst-3256	85	2	related	relate	VERB
ajst-3256	85	3	literatures	literature	NOUN
ajst-3256	85	4	of	of	ADP
ajst-3256	85	5	image	image	NOUN
ajst-3256	85	6	recognition	recognition	NOUN
ajst-3256	85	7	in	in	ADP
ajst-3256	85	8	pest	pest	NOUN
ajst-3256	85	9	and	and	CCONJ
ajst-3256	85	10	disease	disease	NOUN
ajst-3256	85	11	detection	detection	NOUN
ajst-3256	85	12	in	in	ADP
ajst-3256	85	13	recent	recent	ADJ
ajst-3256	85	14	years	year	NOUN
ajst-3256	85	15	are	be	AUX
ajst-3256	85	16	summarized	summarize	VERB
ajst-3256	85	17	.	.	PUNCT
ajst-3256	86	1	although	although	SCONJ
ajst-3256	86	2	some	some	DET
ajst-3256	86	3	crops	crop	NOUN
ajst-3256	86	4	pests	pest	NOUN
ajst-3256	86	5	can	can	AUX
ajst-3256	86	6	be	be	AUX
ajst-3256	86	7	detected	detect	VERB
ajst-3256	86	8	and	and	CCONJ
ajst-3256	86	9	analyzed	analyze	VERB
ajst-3256	86	10	through	through	ADP
ajst-3256	86	11	image	image	NOUN
ajst-3256	86	12	recognition	recognition	NOUN
ajst-3256	86	13	,	,	PUNCT
ajst-3256	86	14	there	there	PRON
ajst-3256	86	15	are	be	VERB
ajst-3256	86	16	still	still	ADV
ajst-3256	86	17	a	a	DET
ajst-3256	86	18	large	large	ADJ
ajst-3256	86	19	number	number	NOUN
ajst-3256	86	20	of	of	ADP
ajst-3256	86	21	crop	crop	NOUN
ajst-3256	86	22	pest	pest	NOUN
ajst-3256	86	23	detection	detection	NOUN
ajst-3256	86	24	algorithms	algorithm	NOUN
ajst-3256	86	25	or	or	CCONJ
ajst-3256	86	26	systems	system	NOUN
ajst-3256	86	27	need	need	VERB
ajst-3256	86	28	to	to	PART
ajst-3256	86	29	be	be	AUX
ajst-3256	86	30	improved	improve	VERB
ajst-3256	86	31	or	or	CCONJ
ajst-3256	86	32	developed	develop	VERB
ajst-3256	86	33	.	.	PUNCT
ajst-3256	87	1	moreover	moreover	ADV
ajst-3256	87	2	,	,	PUNCT
ajst-3256	87	3	because	because	SCONJ
ajst-3256	87	4	of	of	ADP
ajst-3256	87	5	the	the	DET
ajst-3256	87	6	wide	wide	ADJ
ajst-3256	87	7	variety	variety	NOUN
ajst-3256	87	8	of	of	ADP
ajst-3256	87	9	pests	pest	NOUN
ajst-3256	87	10	and	and	CCONJ
ajst-3256	87	11	diseases	disease	NOUN
ajst-3256	87	12	,	,	PUNCT
ajst-3256	87	13	often	often	ADV
ajst-3256	87	14	occurring	occur	VERB
ajst-3256	87	15	at	at	ADP
ajst-3256	87	16	several	several	ADJ
ajst-3256	87	17	times	time	NOUN
ajst-3256	87	18	and	and	CCONJ
ajst-3256	87	19	affected	affect	VERB
ajst-3256	87	20	by	by	ADP
ajst-3256	87	21	geographical	geographical	ADJ
ajst-3256	87	22	and	and	CCONJ
ajst-3256	87	23	crop	crop	NOUN
ajst-3256	87	24	types	type	NOUN
ajst-3256	87	25	,	,	PUNCT
ajst-3256	87	26	it	it	PRON
ajst-3256	87	27	is	be	AUX
ajst-3256	87	28	important	important	ADJ
ajst-3256	87	29	to	to	PART
ajst-3256	87	30	establish	establish	VERB
ajst-3256	87	31	a	a	DET
ajst-3256	87	32	database	database	NOUN
ajst-3256	87	33	that	that	PRON
ajst-3256	87	34	is	be	AUX
ajst-3256	87	35	applicable	applicable	ADJ
ajst-3256	87	36	and	and	CCONJ
ajst-3256	87	37	large	large	ADJ
ajst-3256	87	38	in	in	ADP
ajst-3256	87	39	size	size	NOUN
ajst-3256	87	40	.	.	PUNCT
ajst-3256	88	1	4	4	X
ajst-3256	88	2	.	.	X
ajst-3256	88	3	discussion	discussion	NOUN
ajst-3256	88	4	and	and	CCONJ
ajst-3256	88	5	outlook	outlook	NOUN
ajst-3256	88	6	after	after	ADP
ajst-3256	88	7	sorting	sort	VERB
ajst-3256	88	8	out	out	ADP
ajst-3256	88	9	the	the	DET
ajst-3256	88	10	above	above	ADJ
ajst-3256	88	11	literature	literature	NOUN
ajst-3256	88	12	,	,	PUNCT
ajst-3256	88	13	image	image	NOUN
ajst-3256	88	14	recognition	recognition	NOUN
ajst-3256	88	15	technology	technology	NOUN
ajst-3256	88	16	is	be	AUX
ajst-3256	88	17	widely	widely	ADV
ajst-3256	88	18	applied	apply	VERB
ajst-3256	88	19	in	in	ADP
ajst-3256	88	20	intelligent	intelligent	ADJ
ajst-3256	88	21	agriculture	agriculture	NOUN
ajst-3256	88	22	,	,	PUNCT
ajst-3256	88	23	but	but	CCONJ
ajst-3256	88	24	there	there	PRON
ajst-3256	88	25	are	be	VERB
ajst-3256	88	26	some	some	DET
ajst-3256	88	27	problems	problem	NOUN
ajst-3256	88	28	that	that	PRON
ajst-3256	88	29	need	need	VERB
ajst-3256	88	30	to	to	PART
ajst-3256	88	31	be	be	AUX
ajst-3256	88	32	solved	solve	VERB
ajst-3256	88	33	in	in	ADP
ajst-3256	88	34	the	the	DET
ajst-3256	88	35	future	future	NOUN
ajst-3256	88	36	.	.	PUNCT
ajst-3256	89	1	the	the	DET
ajst-3256	89	2	accuracy	accuracy	NOUN
ajst-3256	89	3	and	and	CCONJ
ajst-3256	89	4	rapidity	rapidity	NOUN
ajst-3256	89	5	of	of	ADP
ajst-3256	89	6	image	image	NOUN
ajst-3256	89	7	recognition	recognition	NOUN
ajst-3256	89	8	need	need	VERB
ajst-3256	89	9	a	a	DET
ajst-3256	89	10	lot	lot	NOUN
ajst-3256	89	11	of	of	ADP
ajst-3256	89	12	training	training	NOUN
ajst-3256	89	13	,	,	PUNCT
ajst-3256	89	14	so	so	SCONJ
ajst-3256	89	15	as	as	SCONJ
ajst-3256	89	16	to	to	PART
ajst-3256	89	17	verify	verify	VERB
ajst-3256	89	18	the	the	DET
ajst-3256	89	19	feasibility	feasibility	NOUN
ajst-3256	89	20	and	and	CCONJ
ajst-3256	89	21	reliability	reliability	NOUN
ajst-3256	89	22	of	of	ADP
ajst-3256	89	23	the	the	DET
ajst-3256	89	24	design	design	NOUN
ajst-3256	89	25	model	model	NOUN
ajst-3256	89	26	,	,	PUNCT
ajst-3256	89	27	and	and	CCONJ
ajst-3256	89	28	a	a	DET
ajst-3256	89	29	lot	lot	NOUN
ajst-3256	89	30	of	of	ADP
ajst-3256	89	31	training	training	NOUN
ajst-3256	89	32	needs	need	NOUN
ajst-3256	89	33	to	to	PART
ajst-3256	89	34	rely	rely	VERB
ajst-3256	89	35	on	on	ADP
ajst-3256	89	36	a	a	DET
ajst-3256	89	37	large	large	ADJ
ajst-3256	89	38	number	number	NOUN
ajst-3256	89	39	of	of	ADP
ajst-3256	89	40	databases	database	NOUN
ajst-3256	89	41	.	.	PUNCT
ajst-3256	90	1	due	due	ADP
ajst-3256	90	2	to	to	ADP
ajst-3256	90	3	the	the	DET
ajst-3256	90	4	relatively	relatively	ADV
ajst-3256	90	5	late	late	ADJ
ajst-3256	90	6	start	start	NOUN
ajst-3256	90	7	of	of	ADP
ajst-3256	90	8	agricultural	agricultural	ADJ
ajst-3256	90	9	intelligence	intelligence	NOUN
ajst-3256	90	10	in	in	ADP
ajst-3256	90	11	china	china	PROPN
ajst-3256	90	12	,	,	PUNCT
ajst-3256	90	13	there	there	PRON
ajst-3256	90	14	is	be	VERB
ajst-3256	90	15	a	a	DET
ajst-3256	90	16	lack	lack	NOUN
ajst-3256	90	17	of	of	ADP
ajst-3256	90	18	universal	universal	ADJ
ajst-3256	90	19	and	and	CCONJ
ajst-3256	90	20	universal	universal	ADJ
ajst-3256	90	21	data	datum	NOUN
ajst-3256	90	22	sets	set	NOUN
ajst-3256	90	23	for	for	ADP
ajst-3256	90	24	many	many	ADJ
ajst-3256	90	25	fields	field	NOUN
ajst-3256	90	26	.	.	PUNCT
ajst-3256	91	1	the	the	DET
ajst-3256	91	2	data	data	NOUN
ajst-3256	91	3	sets	set	NOUN
ajst-3256	91	4	used	use	VERB
ajst-3256	91	5	in	in	ADP
ajst-3256	91	6	studies	study	NOUN
ajst-3256	91	7	are	be	AUX
ajst-3256	91	8	usually	usually	ADV
ajst-3256	91	9	self	self	NOUN
ajst-3256	91	10	-	-	PUNCT
ajst-3256	91	11	made	make	VERB
ajst-3256	91	12	by	by	ADP
ajst-3256	91	13	laboratories	laboratory	NOUN
ajst-3256	91	14	,	,	PUNCT
ajst-3256	91	15	and	and	CCONJ
ajst-3256	91	16	there	there	PRON
ajst-3256	91	17	are	be	VERB
ajst-3256	91	18	relatively	relatively	ADV
ajst-3256	91	19	few	few	ADJ
ajst-3256	91	20	sources	source	NOUN
ajst-3256	91	21	of	of	ADP
ajst-3256	91	22	experimental	experimental	ADJ
ajst-3256	91	23	image	image	NOUN
ajst-3256	91	24	data	datum	NOUN
ajst-3256	91	25	.	.	PUNCT
ajst-3256	92	1	there	there	PRON
ajst-3256	92	2	is	be	VERB
ajst-3256	92	3	a	a	DET
ajst-3256	92	4	slight	slight	ADJ
ajst-3256	92	5	lack	lack	NOUN
ajst-3256	92	6	of	of	ADP
ajst-3256	92	7	authority	authority	NOUN
ajst-3256	92	8	and	and	CCONJ
ajst-3256	92	9	integrity	integrity	NOUN
ajst-3256	92	10	.	.	PUNCT
ajst-3256	93	1	at	at	ADP
ajst-3256	93	2	present	present	ADJ
ajst-3256	93	3	,	,	PUNCT
ajst-3256	93	4	the	the	DET
ajst-3256	93	5	accuracy	accuracy	NOUN
ajst-3256	93	6	and	and	CCONJ
ajst-3256	93	7	speed	speed	NOUN
ajst-3256	93	8	of	of	ADP
ajst-3256	93	9	image	image	NOUN
ajst-3256	93	10	recognition	recognition	NOUN
ajst-3256	93	11	technology	technology	NOUN
ajst-3256	93	12	are	be	AUX
ajst-3256	93	13	relatively	relatively	ADV
ajst-3256	93	14	high	high	ADJ
ajst-3256	93	15	in	in	ADP
ajst-3256	93	16	the	the	DET
ajst-3256	93	17	recognition	recognition	NOUN
ajst-3256	93	18	of	of	ADP
ajst-3256	93	19	single	single	ADJ
ajst-3256	93	20	objects	object	NOUN
ajst-3256	93	21	,	,	PUNCT
ajst-3256	93	22	but	but	CCONJ
ajst-3256	93	23	the	the	DET
ajst-3256	93	24	performance	performance	NOUN
ajst-3256	93	25	of	of	ADP
ajst-3256	93	26	image	image	NOUN
ajst-3256	93	27	recognition	recognition	NOUN
ajst-3256	93	28	technology	technology	NOUN
ajst-3256	93	29	is	be	AUX
ajst-3256	93	30	not	not	PART
ajst-3256	93	31	satisfactory	satisfactory	ADJ
ajst-3256	93	32	in	in	ADP
ajst-3256	93	33	the	the	DET
ajst-3256	93	34	face	face	NOUN
ajst-3256	93	35	of	of	ADP
ajst-3256	93	36	multi	multi	ADJ
ajst-3256	93	37	-	-	ADJ
ajst-3256	93	38	subject	subject	ADJ
ajst-3256	93	39	and	and	CCONJ
ajst-3256	93	40	multivariable	multivariable	ADJ
ajst-3256	93	41	recognition	recognition	NOUN
ajst-3256	93	42	problems	problem	NOUN
ajst-3256	93	43	,	,	PUNCT
ajst-3256	93	44	and	and	CCONJ
ajst-3256	93	45	in	in	ADP
ajst-3256	93	46	the	the	DET
ajst-3256	93	47	future	future	NOUN
ajst-3256	93	48	of	of	ADP
ajst-3256	93	49	intelligent	intelligent	ADJ
ajst-3256	93	50	agriculture	agriculture	NOUN
ajst-3256	93	51	,	,	PUNCT
ajst-3256	93	52	multi	multi	ADJ
ajst-3256	93	53	-	-	ADJ
ajst-3256	93	54	subject	subject	ADJ
ajst-3256	93	55	and	and	CCONJ
ajst-3256	93	56	multi	multi	ADJ
ajst-3256	93	57	-	-	ADJ
ajst-3256	93	58	variable	variable	ADJ
ajst-3256	93	59	recognition	recognition	NOUN
ajst-3256	93	60	problems	problem	NOUN
ajst-3256	93	61	could	could	AUX
ajst-3256	93	62	not	not	PART
ajst-3256	93	63	be	be	AUX
ajst-3256	93	64	ignored	ignore	VERB
ajst-3256	93	65	and	and	CCONJ
ajst-3256	93	66	must	must	AUX
ajst-3256	93	67	be	be	AUX
ajst-3256	93	68	broken	break	VERB
ajst-3256	93	69	through	through	ADV
ajst-3256	93	70	.	.	PUNCT
ajst-3256	94	1	image	image	NOUN
ajst-3256	94	2	recognition	recognition	NOUN
ajst-3256	94	3	usually	usually	ADV
ajst-3256	94	4	requires	require	VERB
ajst-3256	94	5	the	the	DET
ajst-3256	94	6	cooperation	cooperation	NOUN
ajst-3256	94	7	of	of	ADP
ajst-3256	94	8	hardware	hardware	NOUN
ajst-3256	94	9	and	and	CCONJ
ajst-3256	94	10	software	software	NOUN
ajst-3256	94	11	to	to	PART
ajst-3256	94	12	maximize	maximize	VERB
ajst-3256	94	13	its	its	PRON
ajst-3256	94	14	efficiency	efficiency	NOUN
ajst-3256	94	15	,	,	PUNCT
ajst-3256	94	16	especially	especially	ADV
ajst-3256	94	17	the	the	DET
ajst-3256	94	18	speed	speed	NOUN
ajst-3256	94	19	of	of	ADP
ajst-3256	94	20	its	its	PRON
ajst-3256	94	21	operation	operation	NOUN
ajst-3256	94	22	requires	require	VERB
ajst-3256	94	23	chips	chip	NOUN
ajst-3256	94	24	with	with	ADP
ajst-3256	94	25	high	high	ADJ
ajst-3256	94	26	computing	computing	NOUN
ajst-3256	94	27	capacity	capacity	NOUN
ajst-3256	94	28	.	.	PUNCT
ajst-3256	95	1	however	however	ADV
ajst-3256	95	2	,	,	PUNCT
ajst-3256	95	3	the	the	DET
ajst-3256	95	4	fact	fact	NOUN
ajst-3256	95	5	that	that	SCONJ
ajst-3256	95	6	the	the	DET
ajst-3256	95	7	performance	performance	NOUN
ajst-3256	95	8	of	of	ADP
ajst-3256	95	9	chips	chip	NOUN
ajst-3256	95	10	in	in	ADP
ajst-3256	95	11	this	this	DET
ajst-3256	95	12	field	field	NOUN
ajst-3256	95	13	is	be	AUX
ajst-3256	95	14	relatively	relatively	ADV
ajst-3256	95	15	weak	weak	ADJ
ajst-3256	95	16	in	in	ADP
ajst-3256	95	17	china	china	PROPN
ajst-3256	95	18	,	,	PUNCT
ajst-3256	95	19	which	which	PRON
ajst-3256	95	20	is	be	AUX
ajst-3256	95	21	an	an	DET
ajst-3256	95	22	important	important	ADJ
ajst-3256	95	23	factor	factor	NOUN
ajst-3256	95	24	restricting	restrict	VERB
ajst-3256	95	25	china	china	PROPN
ajst-3256	95	26	’s	’s	PART
ajst-3256	95	27	development	development	NOUN
ajst-3256	95	28	of	of	ADP
ajst-3256	95	29	image	image	NOUN
ajst-3256	95	30	recognition	recognition	NOUN
ajst-3256	95	31	technology	technology	NOUN
ajst-3256	95	32	in	in	ADP
ajst-3256	95	33	intelligent	intelligent	ADJ
ajst-3256	95	34	agriculture	agriculture	NOUN
ajst-3256	95	35	.	.	PUNCT
ajst-3256	96	1	some	some	DET
ajst-3256	96	2	algorithmic	algorithmic	ADJ
ajst-3256	96	3	network	network	NOUN
ajst-3256	96	4	models	model	NOUN
ajst-3256	96	5	occupy	occupy	VERB
ajst-3256	96	6	a	a	DET
ajst-3256	96	7	large	large	ADJ
ajst-3256	96	8	amount	amount	NOUN
ajst-3256	96	9	of	of	ADP
ajst-3256	96	10	storage	storage	NOUN
ajst-3256	96	11	space	space	NOUN
ajst-3256	96	12	,	,	PUNCT
ajst-3256	96	13	which	which	PRON
ajst-3256	96	14	can	can	AUX
ajst-3256	96	15	improve	improve	VERB
ajst-3256	96	16	the	the	DET
ajst-3256	96	17	accuracy	accuracy	NOUN
ajst-3256	96	18	of	of	ADP
ajst-3256	96	19	image	image	NOUN
ajst-3256	96	20	recognition	recognition	NOUN
ajst-3256	96	21	to	to	ADP
ajst-3256	96	22	a	a	DET
ajst-3256	96	23	certain	certain	ADJ
ajst-3256	96	24	extent	extent	NOUN
ajst-3256	96	25	,	,	PUNCT
ajst-3256	96	26	but	but	CCONJ
ajst-3256	96	27	also	also	ADV
ajst-3256	96	28	relatively	relatively	ADV
ajst-3256	96	29	weaken	weaken	VERB
ajst-3256	96	30	the	the	DET
ajst-3256	96	31	portability	portability	NOUN
ajst-3256	96	32	of	of	ADP
ajst-3256	96	33	the	the	DET
ajst-3256	96	34	model	model	NOUN
ajst-3256	96	35	,	,	PUNCT
ajst-3256	96	36	increase	increase	VERB
ajst-3256	96	37	the	the	DET
ajst-3256	96	38	difficulty	difficulty	NOUN
ajst-3256	96	39	of	of	ADP
ajst-3256	96	40	maintenance	maintenance	NOUN
ajst-3256	96	41	,	,	PUNCT
ajst-3256	96	42	and	and	CCONJ
ajst-3256	96	43	increase	increase	VERB
ajst-3256	96	44	the	the	DET
ajst-3256	96	45	landing	landing	NOUN
ajst-3256	96	46	cost	cost	NOUN
ajst-3256	96	47	of	of	ADP
ajst-3256	96	48	products	product	NOUN
ajst-3256	96	49	.	.	PUNCT
ajst-3256	97	1	in	in	ADP
ajst-3256	97	2	view	view	NOUN
ajst-3256	97	3	of	of	ADP
ajst-3256	97	4	the	the	DET
ajst-3256	97	5	current	current	ADJ
ajst-3256	97	6	research	research	NOUN
ajst-3256	97	7	situation	situation	NOUN
ajst-3256	97	8	,	,	PUNCT
ajst-3256	97	9	the	the	DET
ajst-3256	97	10	following	follow	VERB
ajst-3256	97	11	aspects	aspect	NOUN
ajst-3256	97	12	should	should	AUX
ajst-3256	97	13	be	be	AUX
ajst-3256	97	14	further	far	ADV
ajst-3256	97	15	studied	study	VERB
ajst-3256	97	16	:	:	PUNCT
ajst-3256	97	17	the	the	DET
ajst-3256	97	18	establishment	establishment	NOUN
ajst-3256	97	19	of	of	ADP
ajst-3256	97	20	a	a	DET
ajst-3256	97	21	database	database	NOUN
ajst-3256	97	22	of	of	ADP
ajst-3256	97	23	high	high	ADJ
ajst-3256	97	24	quality	quality	NOUN
ajst-3256	97	25	,	,	PUNCT
ajst-3256	97	26	high	high	ADJ
ajst-3256	97	27	standard	standard	ADJ
ajst-3256	97	28	and	and	CCONJ
ajst-3256	97	29	high	high	ADJ
ajst-3256	97	30	data	data	NOUN
ajst-3256	97	31	volume	volume	NOUN
ajst-3256	97	32	can	can	AUX
ajst-3256	97	33	not	not	PART
ajst-3256	97	34	only	only	ADV
ajst-3256	97	35	accelerate	accelerate	VERB
ajst-3256	97	36	the	the	DET
ajst-3256	97	37	speed	speed	NOUN
ajst-3256	97	38	of	of	ADP
ajst-3256	97	39	image	image	NOUN
ajst-3256	97	40	recognition	recognition	NOUN
ajst-3256	97	41	,	,	PUNCT
ajst-3256	97	42	but	but	CCONJ
ajst-3256	97	43	also	also	ADV
ajst-3256	97	44	make	make	VERB
ajst-3256	97	45	contributions	contribution	NOUN
ajst-3256	97	46	to	to	ADP
ajst-3256	97	47	the	the	DET
ajst-3256	97	48	future	future	ADJ
ajst-3256	97	49	study	study	NOUN
ajst-3256	97	50	of	of	ADP
ajst-3256	97	51	multi	multi	ADJ
ajst-3256	97	52	-	-	ADJ
ajst-3256	97	53	agent	agent	ADJ
ajst-3256	97	54	and	and	CCONJ
ajst-3256	97	55	multi	multi	ADJ
ajst-3256	97	56	-	-	ADJ
ajst-3256	97	57	variable	variable	ADJ
ajst-3256	97	58	recognition	recognition	NOUN
ajst-3256	97	59	problems	problem	NOUN
ajst-3256	97	60	,	,	PUNCT
ajst-3256	97	61	which	which	PRON
ajst-3256	97	62	has	have	VERB
ajst-3256	97	63	a	a	DET
ajst-3256	97	64	fundamental	fundamental	ADJ
ajst-3256	97	65	impact	impact	NOUN
ajst-3256	97	66	on	on	ADP
ajst-3256	97	67	the	the	DET
ajst-3256	97	68	application	application	NOUN
ajst-3256	97	69	of	of	ADP
ajst-3256	97	70	image	image	NOUN
ajst-3256	97	71	recognition	recognition	NOUN
ajst-3256	97	72	in	in	ADP
ajst-3256	97	73	intelligent	intelligent	ADJ
ajst-3256	97	74	agriculture	agriculture	NOUN
ajst-3256	97	75	.	.	PUNCT
ajst-3256	98	1	the	the	DET
ajst-3256	98	2	research	research	NOUN
ajst-3256	98	3	on	on	ADP
ajst-3256	98	4	high	high	ADJ
ajst-3256	98	5	-	-	PUNCT
ajst-3256	98	6	performance	performance	NOUN
ajst-3256	98	7	chips	chip	NOUN
ajst-3256	98	8	in	in	ADP
ajst-3256	98	9	related	related	ADJ
ajst-3256	98	10	aspects	aspect	NOUN
ajst-3256	98	11	should	should	AUX
ajst-3256	98	12	continue	continue	VERB
ajst-3256	98	13	to	to	PART
ajst-3256	98	14	be	be	AUX
ajst-3256	98	15	carried	carry	VERB
ajst-3256	98	16	out	out	ADP
ajst-3256	98	17	.	.	PUNCT
ajst-3256	99	1	at	at	ADP
ajst-3256	99	2	the	the	DET
ajst-3256	99	3	same	same	ADJ
ajst-3256	99	4	time	time	NOUN
ajst-3256	99	5	,	,	PUNCT
ajst-3256	99	6	the	the	DET
ajst-3256	99	7	image	image	NOUN
ajst-3256	99	8	recognition	recognition	NOUN
ajst-3256	99	9	algorithm	algorithm	NOUN
ajst-3256	99	10	should	should	AUX
ajst-3256	99	11	be	be	AUX
ajst-3256	99	12	optimized	optimize	VERB
ajst-3256	99	13	and	and	CCONJ
ajst-3256	99	14	the	the	DET
ajst-3256	99	15	network	network	NOUN
ajst-3256	99	16	model	model	NOUN
ajst-3256	99	17	should	should	AUX
ajst-3256	99	18	be	be	AUX
ajst-3256	99	19	lightweight	lightweight	ADJ
ajst-3256	99	20	under	under	ADP
ajst-3256	99	21	the	the	DET
ajst-3256	99	22	premise	premise	NOUN
ajst-3256	99	23	of	of	ADP
ajst-3256	99	24	not	not	PART
ajst-3256	99	25	affecting	affect	VERB
ajst-3256	99	26	the	the	DET
ajst-3256	99	27	accuracy	accuracy	NOUN
ajst-3256	99	28	and	and	CCONJ
ajst-3256	99	29	efficiency	efficiency	NOUN
ajst-3256	99	30	of	of	ADP
ajst-3256	99	31	recognition	recognition	NOUN
ajst-3256	99	32	,	,	PUNCT
ajst-3256	99	33	so	so	SCONJ
ajst-3256	99	34	as	as	SCONJ
ajst-3256	99	35	to	to	PART
ajst-3256	99	36	accelerate	accelerate	VERB
ajst-3256	99	37	the	the	DET
ajst-3256	99	38	deployment	deployment	NOUN
ajst-3256	99	39	of	of	ADP
ajst-3256	99	40	image	image	NOUN
ajst-3256	99	41	recognition	recognition	NOUN
ajst-3256	99	42	in	in	ADP
ajst-3256	99	43	the	the	DET
ajst-3256	99	44	field	field	NOUN
ajst-3256	99	45	of	of	ADP
ajst-3256	99	46	intelligent	intelligent	ADJ
ajst-3256	99	47	agriculture	agriculture	NOUN
ajst-3256	99	48	.	.	PUNCT
ajst-3256	100	1	5	5	X
ajst-3256	100	2	.	.	X
ajst-3256	100	3	conclusion	conclusion	NOUN
ajst-3256	100	4	this	this	DET
ajst-3256	100	5	paper	paper	NOUN
ajst-3256	100	6	sorted	sort	VERB
ajst-3256	100	7	out	out	ADP
ajst-3256	100	8	and	and	CCONJ
ajst-3256	100	9	introduced	introduce	VERB
ajst-3256	100	10	the	the	DET
ajst-3256	100	11	relevant	relevant	ADJ
ajst-3256	100	12	literature	literature	NOUN
ajst-3256	100	13	of	of	ADP
ajst-3256	100	14	image	image	NOUN
ajst-3256	100	15	recognition	recognition	NOUN
ajst-3256	100	16	in	in	ADP
ajst-3256	100	17	smart	smart	ADJ
ajst-3256	100	18	agriculture	agriculture	NOUN
ajst-3256	100	19	in	in	ADP
ajst-3256	100	20	recent	recent	ADJ
ajst-3256	100	21	years	year	NOUN
ajst-3256	100	22	,	,	PUNCT
ajst-3256	100	23	and	and	CCONJ
ajst-3256	100	24	elaborated	elaborate	VERB
ajst-3256	100	25	the	the	DET
ajst-3256	100	26	application	application	NOUN
ajst-3256	100	27	of	of	ADP
ajst-3256	100	28	image	image	NOUN
ajst-3256	100	29	recognition	recognition	NOUN
ajst-3256	100	30	in	in	ADP
ajst-3256	100	31	land	land	NOUN
ajst-3256	100	32	use	use	NOUN
ajst-3256	100	33	and	and	CCONJ
ajst-3256	100	34	protection	protection	NOUN
ajst-3256	100	35	,	,	PUNCT
ajst-3256	100	36	accurate	accurate	ADJ
ajst-3256	100	37	identification	identification	NOUN
ajst-3256	100	38	of	of	ADP
ajst-3256	100	39	animals	animal	NOUN
ajst-3256	100	40	and	and	CCONJ
ajst-3256	100	41	detection	detection	NOUN
ajst-3256	100	42	of	of	ADP
ajst-3256	100	43	diseases	disease	NOUN
ajst-3256	100	44	and	and	CCONJ
ajst-3256	100	45	pests	pest	NOUN
ajst-3256	100	46	,	,	PUNCT
ajst-3256	100	47	in	in	ADP
ajst-3256	100	48	the	the	DET
ajst-3256	100	49	summary	summary	NOUN
ajst-3256	100	50	of	of	ADP
ajst-3256	100	51	their	their	PRON
ajst-3256	100	52	advantages	advantage	NOUN
ajst-3256	100	53	,	,	PUNCT
ajst-3256	100	54	but	but	CCONJ
ajst-3256	100	55	also	also	ADV
ajst-3256	100	56	analyzing	analyze	VERB
ajst-3256	100	57	their	their	PRON
ajst-3256	100	58	shortcomings	shortcoming	NOUN
ajst-3256	100	59	.	.	PUNCT
ajst-3256	101	1	nowadays	nowadays	ADV
ajst-3256	101	2	,	,	PUNCT
ajst-3256	101	3	with	with	ADP
ajst-3256	101	4	the	the	DET
ajst-3256	101	5	advent	advent	NOUN
ajst-3256	101	6	of	of	ADP
ajst-3256	101	7	scientific	scientific	ADJ
ajst-3256	101	8	and	and	CCONJ
ajst-3256	101	9	technological	technological	ADJ
ajst-3256	101	10	progress	progress	NOUN
ajst-3256	101	11	in	in	ADP
ajst-3256	101	12	the	the	DET
ajst-3256	101	13	era	era	NOUN
ajst-3256	101	14	of	of	ADP
ajst-3256	101	15	artificial	artificial	ADJ
ajst-3256	101	16	intelligence	intelligence	NOUN
ajst-3256	101	17	,	,	PUNCT
ajst-3256	101	18	coupled	couple	VERB
ajst-3256	101	19	with	with	ADP
ajst-3256	101	20	national	national	ADJ
ajst-3256	101	21	policies	policy	NOUN
ajst-3256	101	22	to	to	PART
ajst-3256	101	23	support	support	VERB
ajst-3256	101	24	intelligent	intelligent	ADJ
ajst-3256	101	25	agriculture	agriculture	NOUN
ajst-3256	101	26	,	,	PUNCT
ajst-3256	101	27	the	the	DET
ajst-3256	101	28	application	application	NOUN
ajst-3256	101	29	of	of	ADP
ajst-3256	101	30	image	image	NOUN
ajst-3256	101	31	76	76	NUM
ajst-3256	101	32	recognition	recognition	NOUN
ajst-3256	101	33	in	in	ADP
ajst-3256	101	34	intelligent	intelligent	ADJ
ajst-3256	101	35	agriculture	agriculture	NOUN
ajst-3256	101	36	will	will	AUX
ajst-3256	101	37	be	be	AUX
ajst-3256	101	38	paid	pay	VERB
ajst-3256	101	39	more	more	ADJ
ajst-3256	101	40	and	and	CCONJ
ajst-3256	101	41	more	more	ADJ
ajst-3256	101	42	attention	attention	NOUN
ajst-3256	101	43	by	by	ADP
ajst-3256	101	44	researchers	researcher	NOUN
ajst-3256	101	45	,	,	PUNCT
ajst-3256	101	46	and	and	CCONJ
ajst-3256	101	47	the	the	DET
ajst-3256	101	48	existing	exist	VERB
ajst-3256	101	49	problems	problem	NOUN
ajst-3256	101	50	will	will	AUX
ajst-3256	101	51	gradually	gradually	ADV
ajst-3256	101	52	make	make	VERB
ajst-3256	101	53	breakthroughs	breakthrough	NOUN
ajst-3256	101	54	.	.	PUNCT
ajst-3256	102	1	it	it	PRON
ajst-3256	102	2	is	be	AUX
ajst-3256	102	3	believed	believe	VERB
ajst-3256	102	4	that	that	SCONJ
ajst-3256	102	5	in	in	ADP
ajst-3256	102	6	the	the	DET
ajst-3256	102	7	future	future	NOUN
ajst-3256	102	8	,	,	PUNCT
ajst-3256	102	9	image	image	NOUN
ajst-3256	102	10	recognition	recognition	NOUN
ajst-3256	102	11	technology	technology	NOUN
ajst-3256	102	12	will	will	AUX
ajst-3256	102	13	play	play	VERB
ajst-3256	102	14	a	a	DET
ajst-3256	102	15	higher	high	ADJ
ajst-3256	102	16	and	and	CCONJ
ajst-3256	102	17	higher	high	ADJ
ajst-3256	102	18	role	role	NOUN
ajst-3256	102	19	in	in	ADP
ajst-3256	102	20	intelligent	intelligent	ADJ
ajst-3256	102	21	agriculture	agriculture	NOUN
ajst-3256	102	22	,	,	PUNCT
ajst-3256	102	23	and	and	CCONJ
ajst-3256	102	24	more	more	ADJ
ajst-3256	102	25	and	and	CCONJ
ajst-3256	102	26	more	more	ADJ
ajst-3256	102	27	image	image	NOUN
ajst-3256	102	28	recognition	recognition	NOUN
ajst-3256	102	29	technology	technology	NOUN
ajst-3256	102	30	will	will	AUX
ajst-3256	102	31	be	be	AUX
ajst-3256	102	32	applied	apply	VERB
ajst-3256	102	33	to	to	ADP
ajst-3256	102	34	agriculture	agriculture	NOUN
ajst-3256	102	35	,	,	PUNCT
ajst-3256	102	36	so	so	SCONJ
ajst-3256	102	37	as	as	SCONJ
ajst-3256	102	38	to	to	PART
ajst-3256	102	39	realize	realize	VERB
ajst-3256	102	40	the	the	DET
ajst-3256	102	41	real	real	ADJ
ajst-3256	102	42	intelligent	intelligent	ADJ
ajst-3256	102	43	agriculture	agriculture	NOUN
ajst-3256	102	44	.	.	PUNCT
ajst-3256	103	1	references	reference	NOUN
ajst-3256	103	2	[	[	X
ajst-3256	103	3	1	1	NUM
ajst-3256	103	4	]	]	X
ajst-3256	103	5	feng	feng	X
ajst-3256	103	6	,	,	PUNCT
ajst-3256	103	7	x.	x.	PROPN
ajst-3256	103	8	,	,	PUNCT
ajst-3256	103	9	li	li	PROPN
ajst-3256	103	10	,	,	PUNCT
ajst-3256	103	11	j.	j.	PROPN
ajst-3256	103	12	,	,	PUNCT
ajst-3256	103	13	cui	cui	PROPN
ajst-3256	103	14	,	,	PUNCT
ajst-3256	103	15	k.	k.	PROPN
ajst-3256	103	16	(	(	PUNCT
ajst-3256	103	17	2022	2022	NUM
ajst-3256	103	18	)	)	PUNCT
ajst-3256	103	19	.	.	PUNCT
ajst-3256	104	1	comparative	comparative	ADJ
ajst-3256	104	2	analysis	analysis	NOUN
ajst-3256	104	3	of	of	ADP
ajst-3256	104	4	the	the	DET
ajst-3256	104	5	historical	historical	ADJ
ajst-3256	104	6	evolution	evolution	NOUN
ajst-3256	104	7	and	and	CCONJ
ajst-3256	104	8	policy	policy	NOUN
ajst-3256	104	9	trends	trend	NOUN
ajst-3256	104	10	of	of	ADP
ajst-3256	104	11	smart	smart	ADJ
ajst-3256	104	12	agriculture	agriculture	NOUN
ajst-3256	104	13	in	in	ADP
ajst-3256	104	14	china	china	PROPN
ajst-3256	104	15	and	and	CCONJ
ajst-3256	104	16	abroad	abroad	ADV
ajst-3256	104	17	.	.	PUNCT
ajst-3256	105	1	science	science	NOUN
ajst-3256	105	2	and	and	CCONJ
ajst-3256	105	3	technology	technology	NOUN
ajst-3256	105	4	management	management	NOUN
ajst-3256	105	5	research	research	NOUN
ajst-3256	105	6	,	,	PUNCT
ajst-3256	105	7	(	(	PUNCT
ajst-3256	105	8	42	42	NUM
ajst-3256	105	9	)	)	PUNCT
ajst-3256	105	10	28	28	NUM
ajst-3256	105	11	-	-	SYM
ajst-3256	105	12	36	36	NUM
ajst-3256	105	13	.	.	PUNCT
ajst-3256	106	1	[	[	X
ajst-3256	106	2	2	2	NUM
ajst-3256	106	3	]	]	SYM
ajst-3256	106	4	li	li	PROPN
ajst-3256	106	5	,	,	PUNCT
ajst-3256	106	6	j.l	j.l	PROPN
ajst-3256	106	7	.	.	PROPN
ajst-3256	106	8	(	(	PUNCT
ajst-3256	106	9	2021	2021	NUM
ajst-3256	106	10	)	)	PUNCT
ajst-3256	106	11	.research	.research	NOUN
ajst-3256	106	12	and	and	CCONJ
ajst-3256	106	13	implementation	implementation	NOUN
ajst-3256	106	14	of	of	ADP
ajst-3256	106	15	remote	remote	ADJ
ajst-3256	106	16	sensing	sense	VERB
ajst-3256	106	17	image	image	NOUN
ajst-3256	106	18	multi	multi	ADJ
ajst-3256	106	19	-	-	ADJ
ajst-3256	106	20	land	land	ADJ
ajst-3256	106	21	type	type	NOUN
ajst-3256	106	22	recognition	recognition	NOUN
ajst-3256	106	23	technology	technology	NOUN
ajst-3256	106	24	based	base	VERB
ajst-3256	106	25	on	on	ADP
ajst-3256	106	26	deep	deep	ADJ
ajst-3256	106	27	learning	learning	NOUN
ajst-3256	106	28	.	.	PUNCT
ajst-3256	107	1	thesis	thesis	NOUN
ajst-3256	107	2	of	of	ADP
ajst-3256	107	3	beijing	beijing	PROPN
ajst-3256	107	4	university	university	PROPN
ajst-3256	107	5	of	of	ADP
ajst-3256	107	6	posts	post	NOUN
ajst-3256	107	7	and	and	CCONJ
ajst-3256	107	8	telecommunications	telecommunication	NOUN
ajst-3256	107	9	,	,	PUNCT
ajst-3256	107	10	(	(	PUNCT
ajst-3256	107	11	01	01	NUM
ajst-3256	107	12	)	)	PUNCT
ajst-3256	107	13	doi:10.26969	doi:10.26969	ADJ
ajst-3256	107	14	/	/	SYM
ajst-3256	107	15	d.cnki.gbydu.2021.001342	d.cnki.gbydu.2021.001342	PROPN
ajst-3256	107	16	.	.	PUNCT
ajst-3256	108	1	[	[	X
ajst-3256	108	2	3	3	NUM
ajst-3256	108	3	]	]	X
ajst-3256	108	4	tian	tian	ADJ
ajst-3256	108	5	,	,	PUNCT
ajst-3256	108	6	t.	t.	PROPN
ajst-3256	108	7	,	,	PUNCT
ajst-3256	108	8	wang	wang	PROPN
ajst-3256	108	9	,	,	PUNCT
ajst-3256	108	10	d.	d.	PROPN
ajst-3256	108	11	,	,	PUNCT
ajst-3256	108	12	wang	wang	PROPN
ajst-3256	108	13	,	,	PUNCT
ajst-3256	108	14	z.	z.	PROPN
ajst-3256	108	15	,	,	PUNCT
ajst-3256	108	16	li	li	PROPN
ajst-3256	108	17	,	,	PUNCT
ajst-3256	108	18	h.b	h.b	PROPN
ajst-3256	108	19	.	.	PROPN
ajst-3256	108	20	(	(	PUNCT
ajst-3256	108	21	2022	2022	NUM
ajst-3256	108	22	)	)	PUNCT
ajst-3256	108	23	.research	.research	NOUN
ajst-3256	108	24	on	on	ADP
ajst-3256	108	25	fine	fine	ADJ
ajst-3256	108	26	classification	classification	NOUN
ajst-3256	108	27	of	of	ADP
ajst-3256	108	28	crops	crop	NOUN
ajst-3256	108	29	in	in	ADP
ajst-3256	108	30	complex	complex	ADJ
ajst-3256	108	31	planting	planting	NOUN
ajst-3256	108	32	structure	structure	NOUN
ajst-3256	108	33	area	area	NOUN
ajst-3256	108	34	based	base	VERB
ajst-3256	108	35	on	on	ADP
ajst-3256	108	36	deep	deep	ADJ
ajst-3256	108	37	learning	learning	NOUN
ajst-3256	108	38	model	model	NOUN
ajst-3256	108	39	.	.	PUNCT
ajst-3256	109	1	agricultural	agricultural	ADJ
ajst-3256	109	2	resources	resource	NOUN
ajst-3256	109	3	and	and	CCONJ
ajst-3256	109	4	regionalization	regionalization	NOUN
ajst-3256	109	5	in	in	ADP
ajst-3256	109	6	china	china	PROPN
ajst-3256	109	7	,	,	PUNCT
ajst-3256	109	8	(	(	PUNCT
ajst-3256	109	9	11	11	NUM
ajst-3256	109	10	)	)	SYM
ajst-3256	109	11	1	1	NUM
ajst-3256	109	12	-	-	SYM
ajst-3256	109	13	16	16	NUM
ajst-3256	109	14	.	.	PUNCT
ajst-3256	110	1	[	[	X
ajst-3256	110	2	4	4	NUM
ajst-3256	110	3	]	]	SYM
ajst-3256	110	4	li	li	PROPN
ajst-3256	110	5	,	,	PUNCT
ajst-3256	110	6	q.	q.	PROPN
ajst-3256	110	7	(	(	PUNCT
ajst-3256	110	8	2022	2022	NUM
ajst-3256	110	9	)	)	PUNCT
ajst-3256	110	10	.research	.research	NOUN
ajst-3256	110	11	on	on	ADP
ajst-3256	110	12	cattle	cattle	NOUN
ajst-3256	110	13	target	target	NOUN
ajst-3256	110	14	detection	detection	NOUN
ajst-3256	110	15	algorithm	algorithm	NOUN
ajst-3256	110	16	based	base	VERB
ajst-3256	110	17	on	on	ADP
ajst-3256	110	18	deep	deep	ADJ
ajst-3256	110	19	learning	learning	NOUN
ajst-3256	110	20	and	and	CCONJ
ajst-3256	110	21	its	its	PRON
ajst-3256	110	22	lightweight	lightweight	NOUN
ajst-3256	110	23	.	.	PUNCT
ajst-3256	111	1	thesis	thesis	NOUN
ajst-3256	111	2	of	of	ADP
ajst-3256	111	3	hangzhou	hangzhou	PROPN
ajst-3256	111	4	university	university	PROPN
ajst-3256	111	5	of	of	ADP
ajst-3256	111	6	electronic	electronic	ADJ
ajst-3256	111	7	science	science	NOUN
ajst-3256	111	8	and	and	CCONJ
ajst-3256	111	9	technology	technology	NOUN
ajst-3256	111	10	,	,	PUNCT
ajst-3256	111	11	(	(	PUNCT
ajst-3256	111	12	71	71	NUM
ajst-3256	111	13	)	)	PUNCT
ajst-3256	111	14	.	.	PUNCT
ajst-3256	112	1	[	[	X
ajst-3256	112	2	5	5	NUM
ajst-3256	112	3	]	]	X
ajst-3256	112	4	wang	wang	PROPN
ajst-3256	112	5	,	,	PUNCT
ajst-3256	112	6	q.	q.	PROPN
ajst-3256	112	7	(	(	PUNCT
ajst-3256	112	8	2022	2022	NUM
ajst-3256	112	9	)	)	PUNCT
ajst-3256	112	10	.	.	PUNCT
ajst-3256	113	1	high	high	ADJ
ajst-3256	113	2	density	density	PROPN
ajst-3256	113	3	shrimp	shrimp	PROPN
ajst-3256	113	4	fry	fry	PROPN
ajst-3256	113	5	counting	counting	NOUN
ajst-3256	113	6	method	method	NOUN
ajst-3256	113	7	based	base	VERB
ajst-3256	113	8	on	on	ADP
ajst-3256	113	9	deep	deep	ADJ
ajst-3256	113	10	learning	learning	NOUN
ajst-3256	113	11	.	.	PUNCT
ajst-3256	114	1	thesis	thesis	NOUN
ajst-3256	114	2	of	of	ADP
ajst-3256	114	3	dalian	dalian	PROPN
ajst-3256	114	4	ocean	ocean	PROPN
ajst-3256	114	5	university	university	PROPN
ajst-3256	114	6	,	,	PUNCT
ajst-3256	114	7	(	(	PUNCT
ajst-3256	114	8	09	09	NUM
ajst-3256	114	9	)	)	PUNCT
ajst-3256	114	10	50	50	NUM
ajst-3256	114	11	.	.	PUNCT
ajst-3256	115	1	[	[	X
ajst-3256	115	2	6	6	NUM
ajst-3256	115	3	]	]	X
ajst-3256	115	4	gao	gao	PROPN
ajst-3256	115	5	,	,	PUNCT
ajst-3256	115	6	y.l	y.l	PROPN
ajst-3256	115	7	.	.	PROPN
ajst-3256	115	8	,	,	PUNCT
ajst-3256	115	9	xu	xu	PROPN
ajst-3256	115	10	,	,	PUNCT
ajst-3256	115	11	x.y	x.y	PROPN
ajst-3256	115	12	.	.	PROPN
ajst-3256	115	13	,	,	PUNCT
ajst-3256	115	14	zhang	zhang	PROPN
ajst-3256	115	15	,	,	PUNCT
ajst-3256	115	16	y.l	y.l	PROPN
ajst-3256	115	17	.	.	PROPN
ajst-3256	115	18	,	,	PUNCT
ajst-3256	115	19	gu	gu	NOUN
ajst-3256	115	20	,	,	PUNCT
ajst-3256	115	21	y.f	y.f	PROPN
ajst-3256	115	22	.	.	PROPN
ajst-3256	115	23	,	,	PUNCT
ajst-3256	115	24	zhang	zhang	PROPN
ajst-3256	115	25	,	,	PUNCT
ajst-3256	115	26	l.f	l.f	PROPN
ajst-3256	115	27	.	.	PROPN
ajst-3256	115	28	,	,	PUNCT
ajst-3256	115	29	li	li	PROPN
ajst-3256	115	30	,	,	PUNCT
ajst-3256	115	31	b.	b.	PROPN
ajst-3256	115	32	(	(	PUNCT
ajst-3256	115	33	2021	2021	NUM
ajst-3256	115	34	)	)	PUNCT
ajst-3256	115	35	.	.	PUNCT
ajst-3256	116	1	rice	rice	NOUN
ajst-3256	116	2	pest	pest	NOUN
ajst-3256	116	3	and	and	CCONJ
ajst-3256	116	4	disease	disease	NOUN
ajst-3256	116	5	image	image	NOUN
ajst-3256	116	6	recognition	recognition	NOUN
ajst-3256	116	7	algorithm	algorithm	NOUN
ajst-3256	116	8	based	base	VERB
ajst-3256	116	9	on	on	ADP
ajst-3256	116	10	grouping	group	VERB
ajst-3256	116	11	attention	attention	NOUN
ajst-3256	116	12	mechanism	mechanism	NOUN
ajst-3256	116	13	.	.	PUNCT
ajst-3256	117	1	journal	journal	PROPN
ajst-3256	117	2	of	of	ADP
ajst-3256	117	3	yangzhou	yangzhou	PROPN
ajst-3256	117	4	university	university	PROPN
ajst-3256	117	5	(	(	PUNCT
ajst-3256	117	6	natural	natural	ADJ
ajst-3256	117	7	science	science	NOUN
ajst-3256	117	8	)	)	PUNCT
ajst-3256	117	9	,	,	PUNCT
ajst-3256	117	10	(	(	PUNCT
ajst-3256	117	11	24	24	NUM
ajst-3256	117	12	)	)	PUNCT
ajst-3256	117	13	53	53	NUM
ajst-3256	117	14	-	-	SYM
ajst-3256	117	15	57	57	NUM
ajst-3256	117	16	.	.	PUNCT
ajst-3256	118	1	[	[	X
ajst-3256	118	2	7	7	NUM
ajst-3256	118	3	]	]	SYM
ajst-3256	118	4	xu	xu	PROPN
ajst-3256	118	5	,	,	PUNCT
ajst-3256	118	6	h.j	h.j	PROPN
ajst-3256	118	7	.	.	PROPN
ajst-3256	118	8	,	,	PUNCT
ajst-3256	118	9	huang	huang	PROPN
ajst-3256	118	10	,	,	PUNCT
ajst-3256	118	11	y.l	y.l	PROPN
ajst-3256	118	12	.	.	PROPN
ajst-3256	118	13	,	,	PUNCT
ajst-3256	118	14	liu	liu	PROPN
ajst-3256	118	15	,	,	PUNCT
ajst-3256	118	16	m.	m.	NOUN
ajst-3256	118	17	(	(	PUNCT
ajst-3256	118	18	2022	2022	NUM
ajst-3256	118	19	)	)	PUNCT
ajst-3256	118	20	.detection	.detection	NOUN
ajst-3256	118	21	and	and	CCONJ
ajst-3256	118	22	identification	identification	NOUN
ajst-3256	118	23	of	of	ADP
ajst-3256	118	24	maize	maize	NOUN
ajst-3256	118	25	leaf	leaf	NOUN
ajst-3256	118	26	pests	pest	NOUN
ajst-3256	118	27	and	and	CCONJ
ajst-3256	118	28	diseases	disease	NOUN
ajst-3256	118	29	based	base	VERB
ajst-3256	118	30	on	on	ADP
ajst-3256	118	31	improved	improve	VERB
ajst-3256	118	32	yolo	yolo	ADJ
ajst-3256	118	33	v3	v3	PROPN
ajst-3256	118	34	model	model	PROPN
ajst-3256	118	35	.	.	PUNCT
ajst-3256	119	1	journal	journal	PROPN
ajst-3256	119	2	of	of	ADP
ajst-3256	119	3	nanjing	nanjing	PROPN
ajst-3256	119	4	agricultural	agricultural	PROPN
ajst-3256	119	5	university	university	PROPN
ajst-3256	119	6	,	,	PUNCT
ajst-3256	119	7	(	(	PUNCT
ajst-3256	119	8	08	08	NUM
ajst-3256	119	9	)	)	PUNCT
ajst-3256	119	10	1	1	NUM
ajst-3256	119	11	-	-	SYM
ajst-3256	119	12	12	12	NUM
ajst-3256	119	13	.	.	PUNCT