id	sid	tid	token	lemma	pos
cet-14796	1	1	doi	doi	NOUN
cet-14796	1	2	:	:	PUNCT
cet-14796	1	3	10.3303	10.3303	NUM
cet-14796	1	4	/	/	SYM
cet-14796	1	5	cet24113001	cet24113001	NOUN
cet-14796	1	6	paper	paper	NOUN
cet-14796	1	7	received	receive	VERB
cet-14796	1	8	:	:	PUNCT
cet-14796	1	9	9	9	NUM
cet-14796	1	10	june	june	PROPN
cet-14796	1	11	2024	2024	NUM
cet-14796	1	12	;	;	PUNCT
cet-14796	1	13	revised	revise	VERB
cet-14796	1	14	:	:	PUNCT
cet-14796	1	15	12	12	NUM
cet-14796	1	16	august	august	PROPN
cet-14796	1	17	2024	2024	NUM
cet-14796	1	18	;	;	PUNCT
cet-14796	1	19	accepted	accept	VERB
cet-14796	1	20	:	:	PUNCT
cet-14796	1	21	16	16	NUM
cet-14796	1	22	october	october	NOUN
cet-14796	1	23	2024	2024	NUM
cet-14796	1	24	please	please	INTJ
cet-14796	1	25	cite	cite	VERB
cet-14796	1	26	this	this	DET
cet-14796	1	27	article	article	NOUN
cet-14796	1	28	as	as	ADP
cet-14796	1	29	:	:	PUNCT
cet-14796	1	30	garcillanosa	garcillanosa	PROPN
cet-14796	1	31	m.m	m.m	PROPN
cet-14796	1	32	.	.	PROPN
cet-14796	1	33	,	,	PUNCT
cet-14796	1	34	cumpas	cumpas	PROPN
cet-14796	1	35	h.i.l	h.i.l	VERB
cet-14796	1	36	.	.	PUNCT
cet-14796	1	37	,	,	PUNCT
cet-14796	1	38	racelis	racelis	PROPN
cet-14796	1	39	j.m	j.m	PROPN
cet-14796	1	40	.	.	PROPN
cet-14796	1	41	,	,	PUNCT
cet-14796	1	42	tolentino	tolentino	PROPN
cet-14796	1	43	a.p.a	a.p.a	PROPN
cet-14796	1	44	.	.	PUNCT
cet-14796	1	45	,	,	PUNCT
cet-14796	1	46	2024	2024	NUM
cet-14796	1	47	,	,	PUNCT
cet-14796	1	48	color	color	NOUN
cet-14796	1	49	-	-	PUNCT
cet-14796	1	50	based	base	VERB
cet-14796	1	51	detection	detection	NOUN
cet-14796	1	52	and	and	CCONJ
cet-14796	1	53	classification	classification	NOUN
cet-14796	1	54	of	of	ADP
cet-14796	1	55	the	the	DET
cet-14796	1	56	quality	quality	NOUN
cet-14796	1	57	of	of	ADP
cet-14796	1	58	lactuca	lactuca	ADJ
cet-14796	1	59	sativa	sativa	NOUN
cet-14796	1	60	l.	l.	PROPN
cet-14796	1	61	on	on	ADP
cet-14796	1	62	vertical	vertical	ADJ
cet-14796	1	63	indoor	indoor	ADJ
cet-14796	1	64	farming	farming	NOUN
cet-14796	1	65	using	use	VERB
cet-14796	1	66	artificial	artificial	ADJ
cet-14796	1	67	neural	neural	ADJ
cet-14796	1	68	network	network	NOUN
cet-14796	1	69	for	for	ADP
cet-14796	1	70	image	image	NOUN
cet-14796	1	71	processing	processing	NOUN
cet-14796	1	72	,	,	PUNCT
cet-14796	1	73	chemical	chemical	NOUN
cet-14796	1	74	engineering	engineering	NOUN
cet-14796	1	75	transactions	transaction	NOUN
cet-14796	1	76	,	,	PUNCT
cet-14796	1	77	113	113	NUM
cet-14796	1	78	,	,	PUNCT
cet-14796	1	79	1	1	NUM
cet-14796	1	80	-	-	SYM
cet-14796	1	81	6	6	NUM
cet-14796	1	82	doi:10.3303	doi:10.3303	NOUN
cet-14796	1	83	/	/	SYM
cet-14796	1	84	cet24113001	cet24113001	NOUN
cet-14796	1	85	chemical	chemical	PROPN
cet-14796	1	86	engineering	engineering	NOUN
cet-14796	1	87	transactions	transaction	NOUN
cet-14796	1	88	vol	vol	NOUN
cet-14796	1	89	.	.	PROPN
cet-14796	1	90	113	113	NUM
cet-14796	1	91	,	,	PUNCT
cet-14796	1	92	2024	2024	NUM
cet-14796	1	93	a	a	DET
cet-14796	1	94	publication	publication	NOUN
cet-14796	1	95	of	of	ADP
cet-14796	1	96	the	the	DET
cet-14796	1	97	italian	italian	ADJ
cet-14796	1	98	association	association	NOUN
cet-14796	1	99	of	of	ADP
cet-14796	1	100	chemical	chemical	PROPN
cet-14796	1	101	engineering	engineering	NOUN
cet-14796	1	102	online	online	ADV
cet-14796	1	103	at	at	ADP
cet-14796	1	104	www.cetjournal.it	www.cetjournal.it	PROPN
cet-14796	1	105	guest	guest	NOUN
cet-14796	1	106	editors	editor	NOUN
cet-14796	1	107	:	:	PUNCT
cet-14796	1	108	jeng	jeng	PROPN
cet-14796	1	109	shiun	shiun	PROPN
cet-14796	1	110	lim	lim	PROPN
cet-14796	1	111	,	,	PUNCT
cet-14796	1	112	bohong	bohong	PROPN
cet-14796	1	113	wang	wang	PROPN
cet-14796	1	114	,	,	PUNCT
cet-14796	1	115	guo	guo	PROPN
cet-14796	1	116	ren	ren	PROPN
cet-14796	1	117	mong	mong	PROPN
cet-14796	1	118	,	,	PUNCT
cet-14796	1	119	petar	petar	PROPN
cet-14796	1	120	s.	s.	PROPN
cet-14796	1	121	varbanov	varbanov	PROPN
cet-14796	1	122	copyright	copyright	NOUN
cet-14796	1	123	©	©	PROPN
cet-14796	1	124	2024	2024	NUM
cet-14796	1	125	,	,	PUNCT
cet-14796	1	126	aidic	aidic	ADJ
cet-14796	1	127	servizi	servizi	PROPN
cet-14796	1	128	s.r.l	s.r.l	NOUN
cet-14796	1	129	.	.	PUNCT
cet-14796	2	1	isbn	isbn	PROPN
cet-14796	2	2	979	979	NUM
cet-14796	2	3	-	-	SYM
cet-14796	2	4	12	12	NUM
cet-14796	2	5	-	-	PUNCT
cet-14796	2	6	81206	81206	NUM
cet-14796	2	7	-	-	SYM
cet-14796	2	8	14	14	NUM
cet-14796	2	9	-	-	SYM
cet-14796	2	10	4	4	NUM
cet-14796	2	11	;	;	PUNCT
cet-14796	2	12	issn	issn	PROPN
cet-14796	2	13	2283	2283	NUM
cet-14796	2	14	-	-	SYM
cet-14796	2	15	9216	9216	NUM
cet-14796	2	16	color	color	NOUN
cet-14796	2	17	-	-	PUNCT
cet-14796	2	18	based	base	VERB
cet-14796	2	19	detection	detection	NOUN
cet-14796	2	20	and	and	CCONJ
cet-14796	2	21	classification	classification	NOUN
cet-14796	2	22	of	of	ADP
cet-14796	2	23	the	the	DET
cet-14796	2	24	quality	quality	NOUN
cet-14796	2	25	of	of	ADP
cet-14796	2	26	lactuca	lactuca	ADJ
cet-14796	2	27	sativa	sativa	NOUN
cet-14796	2	28	l.	l.	PROPN
cet-14796	2	29	on	on	ADP
cet-14796	2	30	vertical	vertical	ADJ
cet-14796	2	31	indoor	indoor	ADJ
cet-14796	2	32	farming	farming	NOUN
cet-14796	2	33	using	use	VERB
cet-14796	2	34	artificial	artificial	ADJ
cet-14796	2	35	neural	neural	ADJ
cet-14796	2	36	network	network	NOUN
cet-14796	2	37	for	for	ADP
cet-14796	2	38	image	image	NOUN
cet-14796	2	39	processing	process	VERB
cet-14796	2	40	mae	mae	PROPN
cet-14796	2	41	m.	m.	PROPN
cet-14796	2	42	garcillanosa	garcillanosa	PROPN
cet-14796	2	43	*	*	PROPN
cet-14796	2	44	,	,	PUNCT
cet-14796	2	45	hannah	hannah	PROPN
cet-14796	2	46	isabel	isabel	PROPN
cet-14796	2	47	l.	l.	PROPN
cet-14796	2	48	cumpas	cumpas	PROPN
cet-14796	2	49	,	,	PUNCT
cet-14796	2	50	jayrendex	jayrendex	PROPN
cet-14796	2	51	m.	m.	PROPN
cet-14796	2	52	racelis	racelis	PROPN
cet-14796	2	53	,	,	PUNCT
cet-14796	2	54	arvin	arvin	PROPN
cet-14796	2	55	peter	peter	PROPN
cet-14796	2	56	a.	a.	PROPN
cet-14796	2	57	tolentino	tolentino	PROPN
cet-14796	2	58	mapúa	mapúa	PROPN
cet-14796	2	59	malayan	malayan	PROPN
cet-14796	2	60	colleges	colleges	PROPN
cet-14796	2	61	laguna	laguna	PROPN
cet-14796	2	62	,	,	PUNCT
cet-14796	2	63	electronics	electronics	NOUN
cet-14796	2	64	engineering	engineering	NOUN
cet-14796	2	65	,	,	PUNCT
cet-14796	2	66	cabuyao	cabuyao	PROPN
cet-14796	2	67	,	,	PUNCT
cet-14796	2	68	laguna	laguna	PROPN
cet-14796	2	69	,	,	PUNCT
cet-14796	2	70	philippines	philippine	VERB
cet-14796	2	71	mmgarcillanosa@mcl.edu.ph	mmgarcillanosa@mcl.edu.ph	NOUN
cet-14796	2	72	with	with	ADP
cet-14796	2	73	the	the	DET
cet-14796	2	74	increase	increase	NOUN
cet-14796	2	75	in	in	ADP
cet-14796	2	76	urbanization	urbanization	NOUN
cet-14796	2	77	,	,	PUNCT
cet-14796	2	78	environmental	environmental	ADJ
cet-14796	2	79	pollution	pollution	NOUN
cet-14796	2	80	has	have	AUX
cet-14796	2	81	increased	increase	VERB
cet-14796	2	82	and	and	CCONJ
cet-14796	2	83	has	have	AUX
cet-14796	2	84	taken	take	VERB
cet-14796	2	85	a	a	DET
cet-14796	2	86	toll	toll	NOUN
cet-14796	2	87	on	on	ADP
cet-14796	2	88	the	the	DET
cet-14796	2	89	quality	quality	NOUN
cet-14796	2	90	of	of	ADP
cet-14796	2	91	lactuca	lactuca	NOUN
cet-14796	2	92	sactiva	sactiva	NOUN
cet-14796	2	93	l.	l.	PROPN
cet-14796	2	94	or	or	CCONJ
cet-14796	2	95	lettuce	lettuce	NOUN
cet-14796	2	96	produced	produce	VERB
cet-14796	2	97	in	in	ADP
cet-14796	2	98	the	the	DET
cet-14796	2	99	country	country	NOUN
cet-14796	2	100	.	.	PUNCT
cet-14796	3	1	vertical	vertical	ADJ
cet-14796	3	2	indoor	indoor	ADJ
cet-14796	3	3	farming	farming	NOUN
cet-14796	3	4	(	(	PUNCT
cet-14796	3	5	vif	vif	NOUN
cet-14796	3	6	)	)	PUNCT
cet-14796	3	7	is	be	AUX
cet-14796	3	8	one	one	NUM
cet-14796	3	9	of	of	ADP
cet-14796	3	10	the	the	DET
cet-14796	3	11	viable	viable	ADJ
cet-14796	3	12	solutions	solution	NOUN
cet-14796	3	13	in	in	ADP
cet-14796	3	14	this	this	DET
cet-14796	3	15	problem	problem	NOUN
cet-14796	3	16	.	.	PUNCT
cet-14796	4	1	however	however	ADV
cet-14796	4	2	,	,	PUNCT
cet-14796	4	3	the	the	DET
cet-14796	4	4	crops	crop	NOUN
cet-14796	4	5	indoor	indoor	NOUN
cet-14796	4	6	should	should	AUX
cet-14796	4	7	have	have	VERB
cet-14796	4	8	enough	enough	ADJ
cet-14796	4	9	nutrients	nutrient	NOUN
cet-14796	4	10	and	and	CCONJ
cet-14796	4	11	proper	proper	ADJ
cet-14796	4	12	lighting	lighting	NOUN
cet-14796	4	13	as	as	SCONJ
cet-14796	4	14	they	they	PRON
cet-14796	4	15	would	would	AUX
cet-14796	4	16	receive	receive	VERB
cet-14796	4	17	outdoors	outdoors	ADP
cet-14796	4	18	to	to	PART
cet-14796	4	19	achieve	achieve	VERB
cet-14796	4	20	optimal	optimal	ADJ
cet-14796	4	21	growth	growth	NOUN
cet-14796	4	22	.	.	PUNCT
cet-14796	5	1	this	this	DET
cet-14796	5	2	research	research	NOUN
cet-14796	5	3	aims	aim	VERB
cet-14796	5	4	to	to	PART
cet-14796	5	5	develop	develop	VERB
cet-14796	5	6	an	an	DET
cet-14796	5	7	algorithm	algorithm	NOUN
cet-14796	5	8	that	that	PRON
cet-14796	5	9	would	would	AUX
cet-14796	5	10	detect	detect	VERB
cet-14796	5	11	and	and	CCONJ
cet-14796	5	12	classify	classify	VERB
cet-14796	5	13	the	the	DET
cet-14796	5	14	quality	quality	NOUN
cet-14796	5	15	of	of	ADP
cet-14796	5	16	lactuca	lactuca	NOUN
cet-14796	5	17	sactiva	sactiva	NOUN
cet-14796	5	18	l.	l.	PROPN
cet-14796	5	19	in	in	ADP
cet-14796	5	20	a	a	DET
cet-14796	5	21	vertical	vertical	ADJ
cet-14796	5	22	indoor	indoor	ADJ
cet-14796	5	23	farm	farm	NOUN
cet-14796	5	24	based	base	VERB
cet-14796	5	25	on	on	ADP
cet-14796	5	26	its	its	PRON
cet-14796	5	27	color	color	NOUN
cet-14796	5	28	property	property	NOUN
cet-14796	5	29	.	.	PUNCT
cet-14796	6	1	it	it	PRON
cet-14796	6	2	was	be	AUX
cet-14796	6	3	done	do	VERB
cet-14796	6	4	by	by	ADP
cet-14796	6	5	first	first	ADV
cet-14796	6	6	collecting	collect	VERB
cet-14796	6	7	the	the	DET
cet-14796	6	8	images	image	NOUN
cet-14796	6	9	of	of	ADP
cet-14796	6	10	the	the	DET
cet-14796	6	11	crop	crop	NOUN
cet-14796	6	12	every	every	DET
cet-14796	6	13	30	30	NUM
cet-14796	6	14	min	min	NOUN
cet-14796	6	15	the	the	DET
cet-14796	6	16	whole	whole	ADJ
cet-14796	6	17	planting	planting	NOUN
cet-14796	6	18	cycle	cycle	NOUN
cet-14796	6	19	of	of	ADP
cet-14796	6	20	the	the	DET
cet-14796	6	21	lettuce	lettuce	NOUN
cet-14796	6	22	in	in	ADP
cet-14796	6	23	the	the	DET
cet-14796	6	24	vif	vif	NOUN
cet-14796	6	25	.	.	PUNCT
cet-14796	7	1	the	the	DET
cet-14796	7	2	images	image	NOUN
cet-14796	7	3	that	that	PRON
cet-14796	7	4	were	be	AUX
cet-14796	7	5	gathered	gather	VERB
cet-14796	7	6	were	be	AUX
cet-14796	7	7	classified	classify	VERB
cet-14796	7	8	manually	manually	ADV
cet-14796	7	9	into	into	ADP
cet-14796	7	10	two	two	NUM
cet-14796	7	11	categories	category	NOUN
cet-14796	7	12	:	:	PUNCT
cet-14796	7	13	healthy	healthy	ADJ
cet-14796	7	14	and	and	CCONJ
cet-14796	7	15	unhealthy	unhealthy	ADJ
cet-14796	7	16	and	and	CCONJ
cet-14796	7	17	was	be	AUX
cet-14796	7	18	eventually	eventually	ADV
cet-14796	7	19	used	use	VERB
cet-14796	7	20	as	as	ADP
cet-14796	7	21	a	a	DET
cet-14796	7	22	training	training	NOUN
cet-14796	7	23	data	data	NOUN
cet-14796	7	24	sets	set	NOUN
cet-14796	7	25	.	.	PUNCT
cet-14796	8	1	the	the	DET
cet-14796	8	2	second	second	ADJ
cet-14796	8	3	phase	phase	NOUN
cet-14796	8	4	was	be	AUX
cet-14796	8	5	the	the	DET
cet-14796	8	6	application	application	NOUN
cet-14796	8	7	and	and	CCONJ
cet-14796	8	8	validation	validation	NOUN
cet-14796	8	9	of	of	ADP
cet-14796	8	10	the	the	DET
cet-14796	8	11	generated	generate	VERB
cet-14796	8	12	model	model	NOUN
cet-14796	8	13	in	in	ADP
cet-14796	8	14	the	the	DET
cet-14796	8	15	vif	vif	NOUN
cet-14796	8	16	for	for	ADP
cet-14796	8	17	another	another	DET
cet-14796	8	18	planting	planting	NOUN
cet-14796	8	19	cycle	cycle	NOUN
cet-14796	8	20	which	which	PRON
cet-14796	8	21	got	get	VERB
cet-14796	8	22	an	an	DET
cet-14796	8	23	accuracy	accuracy	NOUN
cet-14796	8	24	of	of	ADP
cet-14796	8	25	88	88	NUM
cet-14796	8	26	%	%	NOUN
cet-14796	8	27	.	.	PUNCT
cet-14796	9	1	the	the	DET
cet-14796	9	2	final	final	ADJ
cet-14796	9	3	stage	stage	NOUN
cet-14796	9	4	was	be	AUX
cet-14796	9	5	to	to	PART
cet-14796	9	6	implement	implement	VERB
cet-14796	9	7	the	the	DET
cet-14796	9	8	validated	validate	VERB
cet-14796	9	9	model	model	NOUN
cet-14796	9	10	in	in	ADP
cet-14796	9	11	another	another	DET
cet-14796	9	12	planting	planting	NOUN
cet-14796	9	13	cycle	cycle	NOUN
cet-14796	9	14	which	which	PRON
cet-14796	9	15	resulted	result	VERB
cet-14796	9	16	to	to	ADP
cet-14796	9	17	an	an	DET
cet-14796	9	18	accuracy	accuracy	NOUN
cet-14796	9	19	of	of	ADP
cet-14796	9	20	96	96	NUM
cet-14796	9	21	%	%	NOUN
cet-14796	9	22	.	.	PUNCT
cet-14796	10	1	the	the	DET
cet-14796	10	2	overall	overall	ADJ
cet-14796	10	3	system	system	NOUN
cet-14796	10	4	was	be	AUX
cet-14796	10	5	then	then	ADV
cet-14796	10	6	implemented	implement	VERB
cet-14796	10	7	in	in	ADP
cet-14796	10	8	the	the	DET
cet-14796	10	9	three	three	NUM
cet-14796	10	10	-	-	PUNCT
cet-14796	10	11	layer	layer	NOUN
cet-14796	10	12	vif	vif	NOUN
cet-14796	10	13	as	as	ADP
cet-14796	10	14	the	the	DET
cet-14796	10	15	trigger	trigger	NOUN
cet-14796	10	16	to	to	ADP
cet-14796	10	17	the	the	DET
cet-14796	10	18	led	lead	VERB
cet-14796	10	19	lights	light	NOUN
cet-14796	10	20	.	.	PUNCT
cet-14796	11	1	when	when	SCONJ
cet-14796	11	2	the	the	DET
cet-14796	11	3	system	system	NOUN
cet-14796	11	4	sees	see	VERB
cet-14796	11	5	“	"	PUNCT
cet-14796	11	6	healthy	healthy	ADJ
cet-14796	11	7	”	"	PUNCT
cet-14796	11	8	-the	-the	PRON
cet-14796	11	9	led	lead	VERB
cet-14796	11	10	is	be	AUX
cet-14796	11	11	turned	turn	VERB
cet-14796	11	12	off	off	ADP
cet-14796	11	13	,	,	PUNCT
cet-14796	11	14	when	when	SCONJ
cet-14796	11	15	it	it	PRON
cet-14796	11	16	sees	see	VERB
cet-14796	11	17	“	"	PUNCT
cet-14796	11	18	unhealthy	unhealthy	ADJ
cet-14796	11	19	”	"	PUNCT
cet-14796	11	20	-the	-the	PRON
cet-14796	11	21	led	lead	VERB
cet-14796	11	22	is	be	AUX
cet-14796	11	23	turned	turn	VERB
cet-14796	11	24	on	on	ADP
cet-14796	11	25	and	and	CCONJ
cet-14796	11	26	is	be	AUX
cet-14796	11	27	set	set	VERB
cet-14796	11	28	to	to	ADP
cet-14796	11	29	the	the	DET
cet-14796	11	30	minimum	minimum	NOUN
cet-14796	11	31	required	require	VERB
cet-14796	11	32	hours	hour	NOUN
cet-14796	11	33	of	of	ADP
cet-14796	11	34	exposure	exposure	NOUN
cet-14796	11	35	.	.	PUNCT
cet-14796	12	1	the	the	DET
cet-14796	12	2	implementation	implementation	NOUN
cet-14796	12	3	of	of	ADP
cet-14796	12	4	this	this	DET
cet-14796	12	5	system	system	NOUN
cet-14796	12	6	to	to	ADP
cet-14796	12	7	the	the	DET
cet-14796	12	8	vif	vif	NOUN
cet-14796	12	9	is	be	AUX
cet-14796	12	10	one	one	NUM
cet-14796	12	11	of	of	ADP
cet-14796	12	12	the	the	DET
cet-14796	12	13	factors	factor	NOUN
cet-14796	12	14	that	that	PRON
cet-14796	12	15	contributed	contribute	VERB
cet-14796	12	16	to	to	ADP
cet-14796	12	17	the	the	DET
cet-14796	12	18	optimal	optimal	ADJ
cet-14796	12	19	growth	growth	NOUN
cet-14796	12	20	of	of	ADP
cet-14796	12	21	lactuca	lactuca	NOUN
cet-14796	12	22	sactiva	sactiva	PROPN
cet-14796	12	23	l.	l.	PROPN
cet-14796	12	24	which	which	PRON
cet-14796	12	25	further	far	ADV
cet-14796	12	26	resulted	result	VERB
cet-14796	12	27	in	in	ADP
cet-14796	12	28	a	a	DET
cet-14796	12	29	greener	green	ADJ
cet-14796	12	30	leaves	leave	NOUN
cet-14796	12	31	and	and	CCONJ
cet-14796	12	32	reduced	reduce	VERB
cet-14796	12	33	harvest	harvest	NOUN
cet-14796	12	34	time	time	NOUN
cet-14796	12	35	.	.	PUNCT
cet-14796	13	1	1	1	X
cet-14796	13	2	.	.	X
cet-14796	13	3	introduction	introduction	NOUN
cet-14796	13	4	the	the	DET
cet-14796	13	5	philippines	philippine	NOUN
cet-14796	13	6	is	be	AUX
cet-14796	13	7	an	an	DET
cet-14796	13	8	agricultural	agricultural	ADJ
cet-14796	13	9	country	country	NOUN
cet-14796	13	10	with	with	ADP
cet-14796	13	11	a	a	DET
cet-14796	13	12	land	land	NOUN
cet-14796	13	13	area	area	NOUN
cet-14796	13	14	of	of	ADP
cet-14796	13	15	300,000	300,000	NUM
cet-14796	13	16	mm3	mm3	PROPN
cet-14796	13	17	,	,	PUNCT
cet-14796	13	18	97,000	97,000	NUM
cet-14796	13	19	mm3	mm3	NOUN
cet-14796	13	20	or	or	CCONJ
cet-14796	13	21	47	47	NUM
cet-14796	13	22	%	%	NOUN
cet-14796	13	23	of	of	ADP
cet-14796	13	24	which	which	PRON
cet-14796	13	25	are	be	AUX
cet-14796	13	26	considered	consider	VERB
cet-14796	13	27	agriculture	agriculture	NOUN
cet-14796	13	28	.	.	PUNCT
cet-14796	14	1	however	however	ADV
cet-14796	14	2	,	,	PUNCT
cet-14796	14	3	according	accord	VERB
cet-14796	14	4	to	to	ADP
cet-14796	14	5	marcos	marcos	PROPN
cet-14796	14	6	(	(	PUNCT
cet-14796	14	7	2023	2023	NUM
cet-14796	14	8	)	)	PUNCT
cet-14796	14	9	,	,	PUNCT
cet-14796	14	10	rapid	rapid	ADJ
cet-14796	14	11	urbanization	urbanization	NOUN
cet-14796	14	12	and	and	CCONJ
cet-14796	14	13	rampant	rampant	ADJ
cet-14796	14	14	land	land	NOUN
cet-14796	14	15	conversion	conversion	NOUN
cet-14796	14	16	of	of	ADP
cet-14796	14	17	prime	prime	ADJ
cet-14796	14	18	agricultural	agricultural	ADJ
cet-14796	14	19	lands	land	NOUN
cet-14796	14	20	have	have	AUX
cet-14796	14	21	significantly	significantly	ADV
cet-14796	14	22	reduced	reduce	VERB
cet-14796	14	23	the	the	DET
cet-14796	14	24	amount	amount	NOUN
cet-14796	14	25	of	of	ADP
cet-14796	14	26	land	land	NOUN
cet-14796	14	27	available	available	ADJ
cet-14796	14	28	for	for	ADP
cet-14796	14	29	food	food	NOUN
cet-14796	14	30	production	production	NOUN
cet-14796	14	31	which	which	PRON
cet-14796	14	32	resulted	result	VERB
cet-14796	14	33	in	in	ADP
cet-14796	14	34	lower	low	ADJ
cet-14796	14	35	farm	farm	NOUN
cet-14796	14	36	output	output	NOUN
cet-14796	14	37	across	across	ADP
cet-14796	14	38	different	different	ADJ
cet-14796	14	39	commodities	commodity	NOUN
cet-14796	14	40	.	.	PUNCT
cet-14796	15	1	with	with	ADP
cet-14796	15	2	the	the	DET
cet-14796	15	3	increase	increase	NOUN
cet-14796	15	4	in	in	ADP
cet-14796	15	5	urbanization	urbanization	NOUN
cet-14796	15	6	,	,	PUNCT
cet-14796	15	7	environmental	environmental	ADJ
cet-14796	15	8	pollution	pollution	NOUN
cet-14796	15	9	has	have	AUX
cet-14796	15	10	also	also	ADV
cet-14796	15	11	increased	increase	VERB
cet-14796	15	12	and	and	CCONJ
cet-14796	15	13	has	have	AUX
cet-14796	15	14	taken	take	VERB
cet-14796	15	15	a	a	DET
cet-14796	15	16	toll	toll	NOUN
cet-14796	15	17	on	on	ADP
cet-14796	15	18	the	the	DET
cet-14796	15	19	quality	quality	NOUN
cet-14796	15	20	of	of	ADP
cet-14796	15	21	lactuca	lactuca	ADJ
cet-14796	15	22	sativa	sativa	PROPN
cet-14796	15	23	l.	l.	PROPN
cet-14796	15	24	,	,	PUNCT
cet-14796	15	25	or	or	CCONJ
cet-14796	15	26	lettuce	lettuce	NOUN
cet-14796	15	27	,	,	PUNCT
cet-14796	15	28	produced	produce	VERB
cet-14796	15	29	in	in	ADP
cet-14796	15	30	the	the	DET
cet-14796	15	31	country	country	NOUN
cet-14796	15	32	.	.	PUNCT
cet-14796	16	1	vertical	vertical	ADJ
cet-14796	16	2	indoor	indoor	ADJ
cet-14796	16	3	farming	farming	NOUN
cet-14796	16	4	(	(	PUNCT
cet-14796	16	5	vif	vif	NOUN
cet-14796	16	6	)	)	PUNCT
cet-14796	16	7	is	be	AUX
cet-14796	16	8	one	one	NUM
cet-14796	16	9	of	of	ADP
cet-14796	16	10	the	the	DET
cet-14796	16	11	solutions	solution	NOUN
cet-14796	16	12	in	in	ADP
cet-14796	16	13	the	the	DET
cet-14796	16	14	urbanization	urbanization	NOUN
cet-14796	16	15	and	and	CCONJ
cet-14796	16	16	environmental	environmental	ADJ
cet-14796	16	17	problem	problem	NOUN
cet-14796	16	18	here	here	ADV
cet-14796	16	19	in	in	ADP
cet-14796	16	20	the	the	DET
cet-14796	16	21	philippines	philippine	NOUN
cet-14796	16	22	.	.	PUNCT
cet-14796	17	1	it	it	PRON
cet-14796	17	2	is	be	AUX
cet-14796	17	3	being	be	AUX
cet-14796	17	4	implemented	implement	VERB
cet-14796	17	5	in	in	ADP
cet-14796	17	6	some	some	PRON
cet-14796	17	7	of	of	ADP
cet-14796	17	8	the	the	DET
cet-14796	17	9	urban	urban	ADJ
cet-14796	17	10	areas	area	NOUN
cet-14796	17	11	of	of	ADP
cet-14796	17	12	singapore	singapore	PROPN
cet-14796	17	13	(	(	PUNCT
cet-14796	17	14	song	song	NOUN
cet-14796	17	15	et	et	PROPN
cet-14796	17	16	al	al	PROPN
cet-14796	17	17	.	.	PROPN
cet-14796	17	18	,	,	PUNCT
cet-14796	17	19	2022	2022	NUM
cet-14796	17	20	)	)	PUNCT
cet-14796	17	21	,	,	PUNCT
cet-14796	17	22	china	china	PROPN
cet-14796	17	23	(	(	PUNCT
cet-14796	17	24	zhou	zhou	PROPN
cet-14796	17	25	et	et	PROPN
cet-14796	17	26	al	al	PROPN
cet-14796	17	27	.	.	PROPN
cet-14796	17	28	,	,	PUNCT
cet-14796	17	29	2022	2022	NUM
cet-14796	17	30	)	)	PUNCT
cet-14796	17	31	,	,	PUNCT
cet-14796	17	32	and	and	CCONJ
cet-14796	17	33	switzerland	switzerland	PROPN
cet-14796	17	34	(	(	PUNCT
cet-14796	17	35	avgoustaki	avgoustaki	PROPN
cet-14796	17	36	and	and	CCONJ
cet-14796	17	37	xydis	xydis	ADJ
cet-14796	17	38	,	,	PUNCT
cet-14796	17	39	2020	2020	NUM
cet-14796	17	40	)	)	PUNCT
cet-14796	17	41	.	.	PUNCT
cet-14796	18	1	it	it	PRON
cet-14796	18	2	has	have	AUX
cet-14796	18	3	proven	prove	VERB
cet-14796	18	4	its	its	PRON
cet-14796	18	5	feasibility	feasibility	NOUN
cet-14796	18	6	however	however	ADV
cet-14796	18	7	,	,	PUNCT
cet-14796	18	8	achieving	achieve	VERB
cet-14796	18	9	optimal	optimal	ADJ
cet-14796	18	10	growth	growth	NOUN
cet-14796	18	11	in	in	ADP
cet-14796	18	12	vif	vif	NOUN
cet-14796	18	13	post	post	VERB
cet-14796	18	14	some	some	DET
cet-14796	18	15	challenges	challenge	NOUN
cet-14796	18	16	.	.	PUNCT
cet-14796	19	1	the	the	DET
cet-14796	19	2	crops	crop	NOUN
cet-14796	19	3	should	should	AUX
cet-14796	19	4	have	have	VERB
cet-14796	19	5	enough	enough	ADJ
cet-14796	19	6	nutrients	nutrient	NOUN
cet-14796	19	7	and	and	CCONJ
cet-14796	19	8	proper	proper	ADJ
cet-14796	19	9	lighting	lighting	NOUN
cet-14796	19	10	as	as	SCONJ
cet-14796	19	11	they	they	PRON
cet-14796	19	12	would	would	AUX
cet-14796	19	13	receive	receive	VERB
cet-14796	19	14	in	in	ADP
cet-14796	19	15	the	the	DET
cet-14796	19	16	outdoors	outdoor	NOUN
cet-14796	19	17	,	,	PUNCT
cet-14796	19	18	as	as	SCONJ
cet-14796	19	19	light	light	NOUN
cet-14796	19	20	is	be	AUX
cet-14796	19	21	a	a	DET
cet-14796	19	22	significant	significant	ADJ
cet-14796	19	23	factor	factor	NOUN
cet-14796	19	24	in	in	ADP
cet-14796	19	25	the	the	DET
cet-14796	19	26	growth	growth	NOUN
cet-14796	19	27	of	of	ADP
cet-14796	19	28	plants	plant	NOUN
cet-14796	19	29	for	for	ADP
cet-14796	19	30	photosynthesis	photosynthesis	NOUN
cet-14796	19	31	.	.	PUNCT
cet-14796	20	1	if	if	SCONJ
cet-14796	20	2	not	not	PART
cet-14796	20	3	enough	enough	ADJ
cet-14796	20	4	lighting	lighting	NOUN
cet-14796	20	5	is	be	AUX
cet-14796	20	6	achieved	achieve	VERB
cet-14796	20	7	,	,	PUNCT
cet-14796	20	8	the	the	DET
cet-14796	20	9	quality	quality	NOUN
cet-14796	20	10	of	of	ADP
cet-14796	20	11	the	the	DET
cet-14796	20	12	plant	plant	NOUN
cet-14796	20	13	is	be	AUX
cet-14796	20	14	affected	affect	VERB
cet-14796	20	15	and	and	CCONJ
cet-14796	20	16	that	that	PRON
cet-14796	20	17	reflects	reflect	VERB
cet-14796	20	18	on	on	ADP
cet-14796	20	19	the	the	DET
cet-14796	20	20	color	color	NOUN
cet-14796	20	21	of	of	ADP
cet-14796	20	22	the	the	DET
cet-14796	20	23	leaves	leave	NOUN
cet-14796	20	24	.	.	PUNCT
cet-14796	21	1	traditionally	traditionally	ADV
cet-14796	21	2	,	,	PUNCT
cet-14796	21	3	the	the	DET
cet-14796	21	4	health	health	NOUN
cet-14796	21	5	of	of	ADP
cet-14796	21	6	the	the	DET
cet-14796	21	7	crop	crop	NOUN
cet-14796	21	8	is	be	AUX
cet-14796	21	9	monitored	monitor	VERB
cet-14796	21	10	manually	manually	ADV
cet-14796	21	11	by	by	ADP
cet-14796	21	12	the	the	DET
cet-14796	21	13	naked	naked	ADJ
cet-14796	21	14	eye	eye	NOUN
cet-14796	21	15	.	.	PUNCT
cet-14796	22	1	however	however	ADV
cet-14796	22	2	,	,	PUNCT
cet-14796	22	3	it	it	PRON
cet-14796	22	4	requires	require	VERB
cet-14796	22	5	time	time	NOUN
cet-14796	22	6	and	and	CCONJ
cet-14796	22	7	expertise	expertise	NOUN
cet-14796	22	8	which	which	PRON
cet-14796	22	9	is	be	AUX
cet-14796	22	10	a	a	DET
cet-14796	22	11	disadvantage	disadvantage	NOUN
cet-14796	22	12	for	for	ADP
cet-14796	22	13	a	a	DET
cet-14796	22	14	working	work	VERB
cet-14796	22	15	professional	professional	NOUN
cet-14796	22	16	who	who	PRON
cet-14796	22	17	does	do	AUX
cet-14796	22	18	not	not	PART
cet-14796	22	19	specialize	specialize	VERB
cet-14796	22	20	in	in	ADP
cet-14796	22	21	the	the	DET
cet-14796	22	22	production	production	NOUN
cet-14796	22	23	of	of	ADP
cet-14796	22	24	lactuca	lactuca	ADJ
cet-14796	22	25	sativa	sativa	PROPN
cet-14796	22	26	l.	l.	PROPN
cet-14796	22	27	therefore	therefore	ADV
cet-14796	22	28	,	,	PUNCT
cet-14796	22	29	a	a	DET
cet-14796	22	30	functional	functional	ADJ
cet-14796	22	31	and	and	CCONJ
cet-14796	22	32	automatic	automatic	ADJ
cet-14796	22	33	detection	detection	NOUN
cet-14796	22	34	and	and	CCONJ
cet-14796	22	35	classification	classification	NOUN
cet-14796	22	36	of	of	ADP
cet-14796	22	37	the	the	DET
cet-14796	22	38	quality	quality	NOUN
cet-14796	22	39	of	of	ADP
cet-14796	22	40	lettuce	lettuce	NOUN
cet-14796	22	41	is	be	AUX
cet-14796	22	42	significant	significant	ADJ
cet-14796	22	43	in	in	ADP
cet-14796	22	44	vertical	vertical	ADJ
cet-14796	22	45	indoor	indoor	ADJ
cet-14796	22	46	farming	farming	NOUN
cet-14796	22	47	.	.	PUNCT
cet-14796	23	1	this	this	DET
cet-14796	23	2	research	research	NOUN
cet-14796	23	3	thus	thus	ADV
cet-14796	23	4	aims	aim	VERB
cet-14796	23	5	to	to	PART
cet-14796	23	6	develop	develop	VERB
cet-14796	23	7	an	an	DET
cet-14796	23	8	algorithm	algorithm	NOUN
cet-14796	23	9	that	that	PRON
cet-14796	23	10	would	would	AUX
cet-14796	23	11	detect	detect	VERB
cet-14796	23	12	and	and	CCONJ
cet-14796	23	13	classify	classify	VERB
cet-14796	23	14	the	the	DET
cet-14796	23	15	quality	quality	NOUN
cet-14796	23	16	of	of	ADP
cet-14796	23	17	lactuca	lactuca	NOUN
cet-14796	23	18	sactiva	sactiva	NOUN
cet-14796	23	19	l.	l.	PROPN
cet-14796	23	20	in	in	ADP
cet-14796	23	21	a	a	DET
cet-14796	23	22	vertical	vertical	ADJ
cet-14796	23	23	indoor	indoor	ADJ
cet-14796	23	24	farm	farm	NOUN
cet-14796	23	25	based	base	VERB
cet-14796	23	26	on	on	ADP
cet-14796	23	27	its	its	PRON
cet-14796	23	28	color	color	NOUN
cet-14796	23	29	property	property	NOUN
cet-14796	23	30	.	.	PUNCT
cet-14796	24	1	recent	recent	ADJ
cet-14796	24	2	advancements	advancement	NOUN
cet-14796	24	3	in	in	ADP
cet-14796	24	4	image	image	NOUN
cet-14796	24	5	processing	processing	NOUN
cet-14796	24	6	and	and	CCONJ
cet-14796	24	7	artificial	artificial	ADJ
cet-14796	24	8	intelligence	intelligence	NOUN
cet-14796	24	9	,	,	PUNCT
cet-14796	24	10	particularly	particularly	ADV
cet-14796	24	11	artificial	artificial	ADJ
cet-14796	24	12	neural	neural	ADJ
cet-14796	24	13	networks	network	NOUN
cet-14796	24	14	(	(	PUNCT
cet-14796	24	15	anns	anns	PROPN
cet-14796	24	16	)	)	PUNCT
cet-14796	24	17	,	,	PUNCT
cet-14796	24	18	have	have	AUX
cet-14796	24	19	revolutionized	revolutionize	VERB
cet-14796	24	20	agricultural	agricultural	ADJ
cet-14796	24	21	practices	practice	NOUN
cet-14796	24	22	by	by	ADP
cet-14796	24	23	providing	provide	VERB
cet-14796	24	24	robust	robust	ADJ
cet-14796	24	25	tools	tool	NOUN
cet-14796	24	26	for	for	ADP
cet-14796	24	27	crop	crop	NOUN
cet-14796	24	28	monitoring	monitoring	NOUN
cet-14796	24	29	and	and	CCONJ
cet-14796	24	30	quality	quality	NOUN
cet-14796	24	31	assessment	assessment	NOUN
cet-14796	24	32	as	as	SCONJ
cet-14796	24	33	seen	see	VERB
cet-14796	24	34	in	in	ADP
cet-14796	24	35	the	the	DET
cet-14796	24	36	works	work	NOUN
cet-14796	24	37	of	of	ADP
cet-14796	24	38	plant	plant	NOUN
cet-14796	24	39	leaf	leaf	NOUN
cet-14796	24	40	disease	disease	NOUN
cet-14796	24	41	classification	classification	NOUN
cet-14796	24	42	1	1	NUM
cet-14796	24	43	(	(	PUNCT
cet-14796	24	44	dubey	dubey	NOUN
cet-14796	24	45	and	and	CCONJ
cet-14796	24	46	choubey	choubey	NOUN
cet-14796	24	47	,	,	PUNCT
cet-14796	24	48	2024	2024	NUM
cet-14796	24	49	)	)	PUNCT
cet-14796	24	50	,	,	PUNCT
cet-14796	24	51	indoor	indoor	ADJ
cet-14796	24	52	vertical	vertical	ADJ
cet-14796	24	53	farming	farming	NOUN
cet-14796	24	54	(	(	PUNCT
cet-14796	24	55	garcillanosa	garcillanosa	PROPN
cet-14796	24	56	et	et	PROPN
cet-14796	24	57	al	al	PROPN
cet-14796	24	58	.	.	PROPN
cet-14796	24	59	,	,	PUNCT
cet-14796	24	60	2023	2023	NUM
cet-14796	24	61	)	)	PUNCT
cet-14796	24	62	and	and	CCONJ
cet-14796	24	63	plant	plant	NOUN
cet-14796	24	64	disease	disease	NOUN
cet-14796	24	65	identification	identification	NOUN
cet-14796	24	66	(	(	PUNCT
cet-14796	24	67	perumal	perumal	NOUN
cet-14796	24	68	et	et	PROPN
cet-14796	24	69	al	al	PROPN
cet-14796	24	70	.	.	PROPN
cet-14796	24	71	,	,	PUNCT
cet-14796	24	72	2024	2024	NUM
cet-14796	24	73	)	)	PUNCT
cet-14796	24	74	.	.	PUNCT
cet-14796	25	1	color	color	NOUN
cet-14796	25	2	-	-	PUNCT
cet-14796	25	3	based	base	VERB
cet-14796	25	4	detection	detection	NOUN
cet-14796	25	5	and	and	CCONJ
cet-14796	25	6	classification	classification	NOUN
cet-14796	25	7	using	use	VERB
cet-14796	25	8	anns	ann	NOUN
cet-14796	25	9	offer	offer	VERB
cet-14796	25	10	a	a	DET
cet-14796	25	11	precise	precise	ADJ
cet-14796	25	12	and	and	CCONJ
cet-14796	25	13	non	non	ADJ
cet-14796	25	14	-	-	ADJ
cet-14796	25	15	invasive	invasive	ADJ
cet-14796	25	16	method	method	NOUN
cet-14796	25	17	to	to	PART
cet-14796	25	18	evaluate	evaluate	VERB
cet-14796	25	19	the	the	DET
cet-14796	25	20	quality	quality	NOUN
cet-14796	25	21	of	of	ADP
cet-14796	25	22	lettuce	lettuce	NOUN
cet-14796	25	23	.	.	PUNCT
cet-14796	26	1	this	this	DET
cet-14796	26	2	approach	approach	NOUN
cet-14796	26	3	leverages	leverage	VERB
cet-14796	26	4	the	the	DET
cet-14796	26	5	capability	capability	NOUN
cet-14796	26	6	of	of	ADP
cet-14796	26	7	neural	neural	ADJ
cet-14796	26	8	networks	network	NOUN
cet-14796	26	9	to	to	PART
cet-14796	26	10	analyze	analyze	VERB
cet-14796	26	11	complex	complex	ADJ
cet-14796	26	12	visual	visual	ADJ
cet-14796	26	13	patterns	pattern	NOUN
cet-14796	26	14	and	and	CCONJ
cet-14796	26	15	discern	discern	ADJ
cet-14796	26	16	subtle	subtle	ADJ
cet-14796	26	17	differences	difference	NOUN
cet-14796	26	18	in	in	ADP
cet-14796	26	19	color	color	NOUN
cet-14796	26	20	,	,	PUNCT
cet-14796	26	21	which	which	PRON
cet-14796	26	22	are	be	AUX
cet-14796	26	23	indicative	indicative	ADJ
cet-14796	26	24	of	of	ADP
cet-14796	26	25	various	various	ADJ
cet-14796	26	26	quality	quality	NOUN
cet-14796	26	27	parameters	parameter	NOUN
cet-14796	26	28	such	such	ADJ
cet-14796	26	29	as	as	ADP
cet-14796	26	30	freshness	freshness	NOUN
cet-14796	26	31	,	,	PUNCT
cet-14796	26	32	ripeness	ripeness	NOUN
cet-14796	26	33	,	,	PUNCT
cet-14796	26	34	and	and	CCONJ
cet-14796	26	35	the	the	DET
cet-14796	26	36	presence	presence	NOUN
cet-14796	26	37	of	of	ADP
cet-14796	26	38	diseases	disease	NOUN
cet-14796	26	39	or	or	CCONJ
cet-14796	26	40	deficiencies	deficiency	NOUN
cet-14796	26	41	.	.	PUNCT
cet-14796	27	1	research	research	NOUN
cet-14796	27	2	has	have	AUX
cet-14796	27	3	demonstrated	demonstrate	VERB
cet-14796	27	4	the	the	DET
cet-14796	27	5	effectiveness	effectiveness	NOUN
cet-14796	27	6	of	of	ADP
cet-14796	27	7	using	use	VERB
cet-14796	27	8	anns	anns	NOUN
cet-14796	27	9	for	for	ADP
cet-14796	27	10	image	image	NOUN
cet-14796	27	11	processing	processing	NOUN
cet-14796	27	12	in	in	ADP
cet-14796	27	13	agricultural	agricultural	ADJ
cet-14796	27	14	applications	application	NOUN
cet-14796	27	15	.	.	PUNCT
cet-14796	28	1	for	for	ADP
cet-14796	28	2	instance	instance	NOUN
cet-14796	28	3	,	,	PUNCT
cet-14796	28	4	studies	study	NOUN
cet-14796	28	5	have	have	AUX
cet-14796	28	6	shown	show	VERB
cet-14796	28	7	that	that	SCONJ
cet-14796	28	8	neural	neural	ADJ
cet-14796	28	9	networks	network	NOUN
cet-14796	28	10	can	can	AUX
cet-14796	28	11	accurately	accurately	ADV
cet-14796	28	12	classify	classify	VERB
cet-14796	28	13	plant	plant	NOUN
cet-14796	28	14	health	health	NOUN
cet-14796	28	15	status	status	NOUN
cet-14796	28	16	based	base	VERB
cet-14796	28	17	on	on	ADP
cet-14796	28	18	color	color	NOUN
cet-14796	28	19	variations	variation	NOUN
cet-14796	28	20	in	in	ADP
cet-14796	28	21	images	image	NOUN
cet-14796	28	22	as	as	SCONJ
cet-14796	28	23	reported	report	VERB
cet-14796	28	24	in	in	ADP
cet-14796	28	25	the	the	DET
cet-14796	28	26	works	work	NOUN
cet-14796	28	27	of	of	ADP
cet-14796	28	28	patel	patel	NOUN
cet-14796	28	29	(	(	PUNCT
cet-14796	28	30	2020	2020	NUM
cet-14796	28	31	)	)	PUNCT
cet-14796	28	32	,	,	PUNCT
cet-14796	28	33	and	and	CCONJ
cet-14796	28	34	sharma	sharma	PROPN
cet-14796	28	35	and	and	CCONJ
cet-14796	28	36	jain	jain	PROPN
cet-14796	28	37	(	(	PUNCT
cet-14796	28	38	2019	2019	NUM
cet-14796	28	39	)	)	PUNCT
cet-14796	28	40	.	.	PUNCT
cet-14796	29	1	by	by	ADP
cet-14796	29	2	integrating	integrate	VERB
cet-14796	29	3	these	these	DET
cet-14796	29	4	technologies	technology	NOUN
cet-14796	29	5	into	into	ADP
cet-14796	29	6	vertical	vertical	ADJ
cet-14796	29	7	indoor	indoor	ADJ
cet-14796	29	8	farming	farming	NOUN
cet-14796	29	9	systems	system	NOUN
cet-14796	29	10	,	,	PUNCT
cet-14796	29	11	growers	grower	NOUN
cet-14796	29	12	can	can	AUX
cet-14796	29	13	achieve	achieve	VERB
cet-14796	29	14	real	real	ADJ
cet-14796	29	15	-	-	PUNCT
cet-14796	29	16	time	time	NOUN
cet-14796	29	17	monitoring	monitoring	NOUN
cet-14796	29	18	and	and	CCONJ
cet-14796	29	19	make	make	VERB
cet-14796	29	20	informed	informed	ADJ
cet-14796	29	21	decisions	decision	NOUN
cet-14796	29	22	to	to	PART
cet-14796	29	23	optimize	optimize	VERB
cet-14796	29	24	crop	crop	NOUN
cet-14796	29	25	production	production	NOUN
cet-14796	29	26	and	and	CCONJ
cet-14796	29	27	quality	quality	NOUN
cet-14796	29	28	.	.	PUNCT
cet-14796	30	1	this	this	DET
cet-14796	30	2	integration	integration	NOUN
cet-14796	30	3	not	not	PART
cet-14796	30	4	only	only	ADV
cet-14796	30	5	enhances	enhance	VERB
cet-14796	30	6	the	the	DET
cet-14796	30	7	efficiency	efficiency	NOUN
cet-14796	30	8	of	of	ADP
cet-14796	30	9	farming	farming	NOUN
cet-14796	30	10	operations	operation	NOUN
cet-14796	30	11	but	but	CCONJ
cet-14796	30	12	also	also	ADV
cet-14796	30	13	contributes	contribute	VERB
cet-14796	30	14	to	to	ADP
cet-14796	30	15	sustainable	sustainable	ADJ
cet-14796	30	16	agricultural	agricultural	ADJ
cet-14796	30	17	practices	practice	NOUN
cet-14796	30	18	by	by	ADP
cet-14796	30	19	minimizing	minimize	VERB
cet-14796	30	20	resource	resource	NOUN
cet-14796	30	21	use	use	NOUN
cet-14796	30	22	and	and	CCONJ
cet-14796	30	23	reducing	reduce	VERB
cet-14796	30	24	waste	waste	NOUN
cet-14796	30	25	.	.	PUNCT
cet-14796	31	1	2	2	X
cet-14796	31	2	.	.	X
cet-14796	31	3	materials	material	NOUN
cet-14796	31	4	and	and	CCONJ
cet-14796	31	5	methods	method	NOUN
cet-14796	31	6	this	this	DET
cet-14796	31	7	part	part	NOUN
cet-14796	31	8	discusses	discuss	VERB
cet-14796	31	9	the	the	DET
cet-14796	31	10	following	follow	VERB
cet-14796	31	11	:	:	PUNCT
cet-14796	31	12	hardware	hardware	NOUN
cet-14796	31	13	implementation	implementation	NOUN
cet-14796	31	14	,	,	PUNCT
cet-14796	31	15	image	image	NOUN
cet-14796	31	16	processing	processing	NOUN
cet-14796	31	17	,	,	PUNCT
cet-14796	31	18	and	and	CCONJ
cet-14796	31	19	prototype	prototype	PROPN
cet-14796	31	20	simulation	simulation	NOUN
cet-14796	31	21	.	.	PUNCT
cet-14796	32	1	2.1	2.1	NUM
cet-14796	32	2	hardware	hardware	NOUN
cet-14796	32	3	implementation	implementation	NOUN
cet-14796	32	4	the	the	DET
cet-14796	32	5	hardware	hardware	NOUN
cet-14796	32	6	part	part	NOUN
cet-14796	32	7	includes	include	VERB
cet-14796	32	8	the	the	DET
cet-14796	32	9	installation	installation	NOUN
cet-14796	32	10	of	of	ADP
cet-14796	32	11	an	an	DET
cet-14796	32	12	8	8	NUM
cet-14796	32	13	-	-	PUNCT
cet-14796	32	14	megapixel	megapixel	NOUN
cet-14796	32	15	camera	camera	NOUN
cet-14796	32	16	connected	connect	VERB
cet-14796	32	17	to	to	ADP
cet-14796	32	18	raspberry	raspberry	NOUN
cet-14796	32	19	-	-	PUNCT
cet-14796	32	20	pi	pi	NOUN
cet-14796	32	21	microcontroller	microcontroller	NOUN
cet-14796	32	22	in	in	ADP
cet-14796	32	23	each	each	DET
cet-14796	32	24	layer	layer	NOUN
cet-14796	32	25	of	of	ADP
cet-14796	32	26	the	the	DET
cet-14796	32	27	vertical	vertical	ADJ
cet-14796	32	28	indoor	indoor	ADJ
cet-14796	32	29	farm	farm	NOUN
cet-14796	32	30	rack	rack	NOUN
cet-14796	32	31	.	.	PUNCT
cet-14796	33	1	shown	show	VERB
cet-14796	33	2	in	in	ADP
cet-14796	33	3	figure	figure	NOUN
cet-14796	33	4	1	1	NUM
cet-14796	33	5	,	,	PUNCT
cet-14796	33	6	orientation	orientation	NOUN
cet-14796	33	7	of	of	ADP
cet-14796	33	8	the	the	DET
cet-14796	33	9	camera	camera	NOUN
cet-14796	33	10	in	in	ADP
cet-14796	33	11	each	each	DET
cet-14796	33	12	layer	layer	NOUN
cet-14796	33	13	of	of	ADP
cet-14796	33	14	the	the	DET
cet-14796	33	15	vip	vip	NOUN
cet-14796	33	16	and	and	CCONJ
cet-14796	33	17	the	the	DET
cet-14796	33	18	connections	connection	NOUN
cet-14796	33	19	and	and	CCONJ
cet-14796	33	20	peripherals	peripheral	NOUN
cet-14796	33	21	of	of	ADP
cet-14796	33	22	the	the	DET
cet-14796	33	23	raspberry	raspberry	NOUN
cet-14796	33	24	-	-	PUNCT
cet-14796	33	25	pi	pi	NOUN
cet-14796	33	26	microcontroller	microcontroller	NOUN
cet-14796	33	27	.	.	PUNCT
cet-14796	34	1	the	the	DET
cet-14796	34	2	camera	camera	NOUN
cet-14796	34	3	is	be	AUX
cet-14796	34	4	positioned	position	VERB
cet-14796	34	5	at	at	ADP
cet-14796	34	6	the	the	DET
cet-14796	34	7	top	top	ADJ
cet-14796	34	8	-	-	PUNCT
cet-14796	34	9	right	right	ADJ
cet-14796	34	10	corner	corner	NOUN
cet-14796	34	11	at	at	ADP
cet-14796	34	12	an	an	DET
cet-14796	34	13	angle	angle	NOUN
cet-14796	34	14	just	just	ADV
cet-14796	34	15	enough	enough	ADV
cet-14796	34	16	for	for	SCONJ
cet-14796	34	17	the	the	DET
cet-14796	34	18	camera	camera	NOUN
cet-14796	34	19	to	to	PART
cet-14796	34	20	fully	fully	ADV
cet-14796	34	21	capture	capture	VERB
cet-14796	34	22	the	the	DET
cet-14796	34	23	three	three	NUM
cet-14796	34	24	lettuces	lettuce	NOUN
cet-14796	34	25	on	on	ADP
cet-14796	34	26	a	a	DET
cet-14796	34	27	layer	layer	NOUN
cet-14796	34	28	.	.	PUNCT
cet-14796	35	1	the	the	DET
cet-14796	35	2	angle	angle	NOUN
cet-14796	35	3	of	of	ADP
cet-14796	35	4	the	the	DET
cet-14796	35	5	camera	camera	NOUN
cet-14796	35	6	is	be	AUX
cet-14796	35	7	fixed	fix	VERB
cet-14796	35	8	and	and	CCONJ
cet-14796	35	9	therefore	therefore	ADV
cet-14796	35	10	the	the	DET
cet-14796	35	11	variations	variation	NOUN
cet-14796	35	12	in	in	ADP
cet-14796	35	13	leaf	leaf	NOUN
cet-14796	35	14	orientation	orientation	NOUN
cet-14796	35	15	were	be	AUX
cet-14796	35	16	not	not	PART
cet-14796	35	17	considered	consider	VERB
cet-14796	35	18	.	.	PUNCT
cet-14796	36	1	this	this	PRON
cet-14796	36	2	is	be	AUX
cet-14796	36	3	however	however	ADV
cet-14796	36	4	what	what	PRON
cet-14796	36	5	we	we	PRON
cet-14796	36	6	will	will	AUX
cet-14796	36	7	consider	consider	VERB
cet-14796	36	8	in	in	ADP
cet-14796	36	9	our	our	PRON
cet-14796	36	10	future	future	ADJ
cet-14796	36	11	work	work	NOUN
cet-14796	36	12	so	so	SCONJ
cet-14796	36	13	to	to	PART
cet-14796	36	14	address	address	VERB
cet-14796	36	15	possible	possible	ADJ
cet-14796	36	16	incomplete	incomplete	ADJ
cet-14796	36	17	segmentation	segmentation	NOUN
cet-14796	36	18	problems	problem	NOUN
cet-14796	36	19	and	and	CCONJ
cet-14796	36	20	inaccurate	inaccurate	ADJ
cet-14796	36	21	feature	feature	NOUN
cet-14796	36	22	extractions	extraction	NOUN
cet-14796	36	23	.	.	PUNCT
cet-14796	37	1	the	the	DET
cet-14796	37	2	microcontroller	microcontroller	NOUN
cet-14796	37	3	is	be	AUX
cet-14796	37	4	powered	power	VERB
cet-14796	37	5	by	by	ADP
cet-14796	37	6	5	5	NUM
cet-14796	37	7	vdc	vdc	PROPN
cet-14796	37	8	,	,	PUNCT
cet-14796	37	9	the	the	DET
cet-14796	37	10	input	input	NOUN
cet-14796	37	11	is	be	AUX
cet-14796	37	12	the	the	DET
cet-14796	37	13	image	image	NOUN
cet-14796	37	14	captured	capture	VERB
cet-14796	37	15	by	by	ADP
cet-14796	37	16	the	the	DET
cet-14796	37	17	camera	camera	NOUN
cet-14796	37	18	,	,	PUNCT
cet-14796	37	19	and	and	CCONJ
cet-14796	37	20	has	have	VERB
cet-14796	37	21	three	three	NUM
cet-14796	37	22	different	different	ADJ
cet-14796	37	23	outputs	output	NOUN
cet-14796	37	24	:	:	PUNCT
cet-14796	37	25	white	white	PROPN
cet-14796	37	26	led	lead	VERB
cet-14796	37	27	(	(	PUNCT
cet-14796	37	28	flash	flash	VERB
cet-14796	37	29	for	for	ADP
cet-14796	37	30	the	the	DET
cet-14796	37	31	camera	camera	NOUN
cet-14796	37	32	)	)	PUNCT
cet-14796	37	33	,	,	PUNCT
cet-14796	37	34	green	green	PROPN
cet-14796	37	35	led	lead	VERB
cet-14796	37	36	(	(	PUNCT
cet-14796	37	37	healthy	healthy	ADJ
cet-14796	37	38	lettuce	lettuce	NOUN
cet-14796	37	39	)	)	PUNCT
cet-14796	37	40	,	,	PUNCT
cet-14796	37	41	and	and	CCONJ
cet-14796	37	42	the	the	DET
cet-14796	37	43	red	red	NOUN
cet-14796	37	44	led	lead	VERB
cet-14796	37	45	(	(	PUNCT
cet-14796	37	46	unhealthy	unhealthy	ADJ
cet-14796	37	47	lettuce	lettuce	NOUN
cet-14796	37	48	)	)	PUNCT
cet-14796	37	49	.	.	PUNCT
cet-14796	38	1	the	the	DET
cet-14796	38	2	dame	dame	NOUN
cet-14796	38	3	vif	vif	NOUN
cet-14796	38	4	rack	rack	NOUN
cet-14796	38	5	was	be	AUX
cet-14796	38	6	used	use	VERB
cet-14796	38	7	as	as	SCONJ
cet-14796	38	8	reported	report	VERB
cet-14796	38	9	in	in	ADP
cet-14796	38	10	garcillanosa	garcillanosa	PROPN
cet-14796	38	11	et	et	PROPN
cet-14796	38	12	al	al	PROPN
cet-14796	38	13	.	.	PROPN
cet-14796	39	1	(	(	PUNCT
cet-14796	39	2	2023	2023	NUM
cet-14796	39	3	)	)	PUNCT
cet-14796	39	4	.	.	PUNCT
cet-14796	40	1	(	(	PUNCT
cet-14796	40	2	a	a	X
cet-14796	40	3	)	)	PUNCT
cet-14796	40	4	(	(	PUNCT
cet-14796	40	5	b	b	X
cet-14796	40	6	)	)	PUNCT
cet-14796	40	7	figure	figure	NOUN
cet-14796	40	8	1	1	NUM
cet-14796	40	9	:	:	PUNCT
cet-14796	40	10	(	(	PUNCT
cet-14796	40	11	a	a	X
cet-14796	40	12	)	)	PUNCT
cet-14796	40	13	placement	placement	NOUN
cet-14796	40	14	of	of	ADP
cet-14796	40	15	cameras	camera	NOUN
cet-14796	40	16	in	in	ADP
cet-14796	40	17	the	the	DET
cet-14796	40	18	vif	vif	NOUN
cet-14796	40	19	rack	rack	NOUN
cet-14796	40	20	,	,	PUNCT
cet-14796	40	21	(	(	PUNCT
cet-14796	40	22	b	b	X
cet-14796	40	23	)	)	PUNCT
cet-14796	40	24	peripherals	peripheral	NOUN
cet-14796	40	25	of	of	ADP
cet-14796	40	26	the	the	DET
cet-14796	40	27	raspberry	raspberry	NOUN
cet-14796	40	28	-	-	PUNCT
cet-14796	40	29	pi	pi	NOUN
cet-14796	40	30	microcontroller	microcontroller	NOUN
cet-14796	40	31	2.2	2.2	NUM
cet-14796	40	32	image	image	NOUN
cet-14796	40	33	processing	process	VERB
cet-14796	40	34	pre	pre	NOUN
cet-14796	40	35	-	-	NOUN
cet-14796	40	36	processing	processing	NOUN
cet-14796	40	37	of	of	ADP
cet-14796	40	38	the	the	DET
cet-14796	40	39	image	image	NOUN
cet-14796	40	40	is	be	AUX
cet-14796	40	41	a	a	DET
cet-14796	40	42	must	must	NOUN
cet-14796	40	43	to	to	PART
cet-14796	40	44	prepare	prepare	VERB
cet-14796	40	45	the	the	DET
cet-14796	40	46	input	input	NOUN
cet-14796	40	47	test	test	NOUN
cet-14796	40	48	image	image	NOUN
cet-14796	40	49	to	to	PART
cet-14796	40	50	be	be	AUX
cet-14796	40	51	classified	classify	VERB
cet-14796	40	52	using	use	VERB
cet-14796	40	53	machine	machine	NOUN
cet-14796	40	54	learning	learning	NOUN
cet-14796	40	55	.	.	PUNCT
cet-14796	41	1	python	python	PROPN
cet-14796	41	2	idle	idle	NOUN
cet-14796	41	3	,	,	PUNCT
cet-14796	41	4	an	an	DET
cet-14796	41	5	integrated	integrate	VERB
cet-14796	41	6	development	development	NOUN
cet-14796	41	7	environment	environment	NOUN
cet-14796	41	8	(	(	PUNCT
cet-14796	41	9	ide	ide	NOUN
cet-14796	41	10	)	)	PUNCT
cet-14796	41	11	for	for	ADP
cet-14796	41	12	the	the	DET
cet-14796	41	13	programming	programming	NOUN
cet-14796	41	14	of	of	ADP
cet-14796	41	15	python	python	PROPN
cet-14796	41	16	,	,	PUNCT
cet-14796	41	17	was	be	AUX
cet-14796	41	18	implemented	implement	VERB
cet-14796	41	19	to	to	PART
cet-14796	41	20	generate	generate	VERB
cet-14796	41	21	the	the	DET
cet-14796	41	22	code	code	NOUN
cet-14796	41	23	.	.	PUNCT
cet-14796	42	1	figure	figure	NOUN
cet-14796	42	2	2	2	NUM
cet-14796	42	3	shows	show	VERB
cet-14796	42	4	the	the	DET
cet-14796	42	5	system	system	NOUN
cet-14796	42	6	architecture	architecture	NOUN
cet-14796	42	7	for	for	ADP
cet-14796	42	8	the	the	DET
cet-14796	42	9	image	image	NOUN
cet-14796	42	10	processing	processing	NOUN
cet-14796	42	11	and	and	CCONJ
cet-14796	42	12	the	the	DET
cet-14796	42	13	number	number	NOUN
cet-14796	42	14	of	of	ADP
cet-14796	42	15	training	training	NOUN
cet-14796	42	16	data	datum	NOUN
cet-14796	42	17	sets	set	NOUN
cet-14796	42	18	used	use	VERB
cet-14796	42	19	to	to	PART
cet-14796	42	20	be	be	AUX
cet-14796	42	21	able	able	ADJ
cet-14796	42	22	to	to	PART
cet-14796	42	23	generate	generate	VERB
cet-14796	42	24	an	an	DET
cet-14796	42	25	acceptable	acceptable	ADJ
cet-14796	42	26	model	model	NOUN
cet-14796	42	27	.	.	PUNCT
cet-14796	43	1	(	(	PUNCT
cet-14796	43	2	a	a	X
cet-14796	43	3	)	)	PUNCT
cet-14796	43	4	(	(	PUNCT
cet-14796	43	5	b	b	X
cet-14796	43	6	)	)	PUNCT
cet-14796	43	7	figure	figure	NOUN
cet-14796	43	8	2	2	NUM
cet-14796	43	9	:	:	PUNCT
cet-14796	43	10	(	(	PUNCT
cet-14796	43	11	a)system	a)system	NUM
cet-14796	43	12	architecture	architecture	NOUN
cet-14796	43	13	for	for	ADP
cet-14796	43	14	the	the	DET
cet-14796	43	15	image	image	NOUN
cet-14796	43	16	processing	processing	NOUN
cet-14796	43	17	,	,	PUNCT
cet-14796	43	18	(	(	PUNCT
cet-14796	43	19	b	b	X
cet-14796	43	20	)	)	PUNCT
cet-14796	43	21	training	training	NOUN
cet-14796	43	22	data	datum	NOUN
cet-14796	43	23	sets	set	NOUN
cet-14796	43	24	used	use	VERB
cet-14796	43	25	(	(	PUNCT
cet-14796	43	26	3480	3480	NUM
cet-14796	43	27	-	-	PUNCT
cet-14796	43	28	healthy	healthy	ADJ
cet-14796	43	29	,	,	PUNCT
cet-14796	43	30	840unhealthy	840unhealthy	ADJ
cet-14796	43	31	)	)	PUNCT
cet-14796	43	32	8	8	NUM
cet-14796	43	33	-	-	PUNCT
cet-14796	43	34	mp	mp	NOUN
cet-14796	43	35	camera	camera	NOUN
cet-14796	43	36	2	2	NUM
cet-14796	43	37	the	the	DET
cet-14796	43	38	captured	capture	VERB
cet-14796	43	39	data	datum	NOUN
cet-14796	43	40	by	by	ADP
cet-14796	43	41	the	the	DET
cet-14796	43	42	camera	camera	NOUN
cet-14796	43	43	undergo	undergo	VERB
cet-14796	43	44	the	the	DET
cet-14796	43	45	pre	pre	ADJ
cet-14796	43	46	-	-	ADJ
cet-14796	43	47	processing	processing	ADJ
cet-14796	43	48	,	,	PUNCT
cet-14796	43	49	image	image	NOUN
cet-14796	43	50	segmentation	segmentation	NOUN
cet-14796	43	51	,	,	PUNCT
cet-14796	43	52	and	and	CCONJ
cet-14796	43	53	feature	feature	NOUN
cet-14796	43	54	extraction	extraction	NOUN
cet-14796	43	55	.	.	PUNCT
cet-14796	44	1	the	the	DET
cet-14796	44	2	extracted	extract	VERB
cet-14796	44	3	feature	feature	NOUN
cet-14796	44	4	is	be	AUX
cet-14796	44	5	used	use	VERB
cet-14796	44	6	as	as	ADP
cet-14796	44	7	a	a	DET
cet-14796	44	8	data	datum	NOUN
cet-14796	44	9	set	set	VERB
cet-14796	44	10	in	in	ADP
cet-14796	44	11	training	train	VERB
cet-14796	44	12	the	the	DET
cet-14796	44	13	model	model	NOUN
cet-14796	44	14	.	.	PUNCT
cet-14796	45	1	specifically	specifically	ADV
cet-14796	45	2	,	,	PUNCT
cet-14796	45	3	the	the	DET
cet-14796	45	4	classification	classification	NOUN
cet-14796	45	5	-	-	PUNCT
cet-14796	45	6	prediction	prediction	NOUN
cet-14796	45	7	ann	ann	NOUN
cet-14796	45	8	which	which	PRON
cet-14796	45	9	is	be	AUX
cet-14796	45	10	a	a	DET
cet-14796	45	11	subset	subset	NOUN
cet-14796	45	12	of	of	ADP
cet-14796	45	13	feed	feed	NOUN
cet-14796	45	14	-	-	PUNCT
cet-14796	45	15	forward	forward	NOUN
cet-14796	45	16	ann	ann	PROPN
cet-14796	45	17	was	be	AUX
cet-14796	45	18	used	use	VERB
cet-14796	45	19	in	in	ADP
cet-14796	45	20	the	the	DET
cet-14796	45	21	training	training	NOUN
cet-14796	45	22	.	.	PUNCT
cet-14796	46	1	the	the	DET
cet-14796	46	2	proponents	proponent	NOUN
cet-14796	46	3	used	use	VERB
cet-14796	46	4	512	512	NUM
cet-14796	46	5	hidden	hidden	ADJ
cet-14796	46	6	layers	layer	NOUN
cet-14796	46	7	at	at	ADP
cet-14796	46	8	a	a	DET
cet-14796	46	9	learning	learning	NOUN
cet-14796	46	10	rate	rate	NOUN
cet-14796	46	11	of	of	ADP
cet-14796	46	12	0.90	0.90	NUM
cet-14796	46	13	.	.	PUNCT
cet-14796	47	1	k	k	ADJ
cet-14796	47	2	-	-	ADJ
cet-14796	47	3	ramdom	ramdom	ADJ
cet-14796	47	4	sampling	sampling	NOUN
cet-14796	47	5	was	be	AUX
cet-14796	47	6	also	also	ADV
cet-14796	47	7	used	use	VERB
cet-14796	47	8	for	for	ADP
cet-14796	47	9	the	the	DET
cet-14796	47	10	validation	validation	NOUN
cet-14796	47	11	due	due	ADP
cet-14796	47	12	to	to	ADP
cet-14796	47	13	its	its	PRON
cet-14796	47	14	versatility	versatility	NOUN
cet-14796	47	15	especially	especially	ADV
cet-14796	47	16	in	in	ADP
cet-14796	47	17	the	the	DET
cet-14796	47	18	manipulation	manipulation	NOUN
cet-14796	47	19	of	of	ADP
cet-14796	47	20	the	the	DET
cet-14796	47	21	hyperparameters	hyperparameter	NOUN
cet-14796	47	22	.	.	PUNCT
cet-14796	48	1	initially	initially	ADV
cet-14796	48	2	,	,	PUNCT
cet-14796	48	3	a	a	DET
cet-14796	48	4	high	high	ADJ
cet-14796	48	5	number	number	NOUN
cet-14796	48	6	of	of	ADP
cet-14796	48	7	samples	sample	NOUN
cet-14796	48	8	and	and	CCONJ
cet-14796	48	9	hidden	hidden	ADJ
cet-14796	48	10	layers	layer	NOUN
cet-14796	48	11	were	be	AUX
cet-14796	48	12	used	use	VERB
cet-14796	48	13	which	which	PRON
cet-14796	48	14	resulted	result	VERB
cet-14796	48	15	in	in	ADP
cet-14796	48	16	a	a	DET
cet-14796	48	17	learning	learning	NOUN
cet-14796	48	18	rate	rate	NOUN
cet-14796	48	19	of	of	ADP
cet-14796	48	20	0.66	0.66	NUM
cet-14796	48	21	only	only	ADV
cet-14796	48	22	.	.	PUNCT
cet-14796	49	1	the	the	DET
cet-14796	49	2	model	model	NOUN
cet-14796	49	3	was	be	AUX
cet-14796	49	4	further	far	ADV
cet-14796	49	5	optimized	optimize	VERB
cet-14796	49	6	by	by	ADP
cet-14796	49	7	adjusting	adjust	VERB
cet-14796	49	8	the	the	DET
cet-14796	49	9	number	number	NOUN
cet-14796	49	10	of	of	ADP
cet-14796	49	11	hidden	hidden	ADJ
cet-14796	49	12	layers	layer	NOUN
cet-14796	49	13	and	and	CCONJ
cet-14796	49	14	by	by	ADP
cet-14796	49	15	adjusting	adjust	VERB
cet-14796	49	16	the	the	DET
cet-14796	49	17	number	number	NOUN
cet-14796	49	18	of	of	ADP
cet-14796	49	19	samples	sample	NOUN
cet-14796	49	20	to	to	PART
cet-14796	49	21	meet	meet	VERB
cet-14796	49	22	the	the	DET
cet-14796	49	23	best	good	ADJ
cet-14796	49	24	possible	possible	ADJ
cet-14796	49	25	learning	learning	NOUN
cet-14796	49	26	rate	rate	NOUN
cet-14796	49	27	of	of	ADP
cet-14796	49	28	0.90	0.90	NUM
cet-14796	49	29	.	.	PUNCT
cet-14796	50	1	once	once	SCONJ
cet-14796	50	2	the	the	DET
cet-14796	50	3	model	model	NOUN
cet-14796	50	4	is	be	AUX
cet-14796	50	5	generated	generate	VERB
cet-14796	50	6	,	,	PUNCT
cet-14796	50	7	it	it	PRON
cet-14796	50	8	was	be	AUX
cet-14796	50	9	loaded	load	VERB
cet-14796	50	10	as	as	ADP
cet-14796	50	11	the	the	DET
cet-14796	50	12	brain	brain	NOUN
cet-14796	50	13	of	of	ADP
cet-14796	50	14	the	the	DET
cet-14796	50	15	microcontroller	microcontroller	NOUN
cet-14796	50	16	that	that	PRON
cet-14796	50	17	autonomously	autonomously	ADV
cet-14796	50	18	classifies	classify	VERB
cet-14796	50	19	the	the	DET
cet-14796	50	20	crop	crop	NOUN
cet-14796	50	21	if	if	SCONJ
cet-14796	50	22	it	it	PRON
cet-14796	50	23	’s	’	VERB
cet-14796	50	24	healthy	healthy	ADJ
cet-14796	50	25	or	or	CCONJ
cet-14796	50	26	not	not	PART
cet-14796	50	27	.	.	PUNCT
cet-14796	51	1	2.3	2.3	NUM
cet-14796	51	2	preprocessing	preprocesse	VERB
cet-14796	51	3	the	the	DET
cet-14796	51	4	collected	collect	VERB
cet-14796	51	5	images	image	NOUN
cet-14796	51	6	from	from	ADP
cet-14796	51	7	the	the	DET
cet-14796	51	8	vif	vif	NOUN
cet-14796	51	9	for	for	ADP
cet-14796	51	10	the	the	DET
cet-14796	51	11	whole	whole	ADJ
cet-14796	51	12	duration	duration	NOUN
cet-14796	51	13	of	of	ADP
cet-14796	51	14	growing	grow	VERB
cet-14796	51	15	of	of	ADP
cet-14796	51	16	the	the	DET
cet-14796	51	17	lettuce	lettuce	NOUN
cet-14796	51	18	was	be	AUX
cet-14796	51	19	manually	manually	ADV
cet-14796	51	20	annotated	annotate	VERB
cet-14796	51	21	and	and	CCONJ
cet-14796	51	22	eventually	eventually	ADV
cet-14796	51	23	was	be	AUX
cet-14796	51	24	subjected	subject	VERB
cet-14796	51	25	to	to	ADP
cet-14796	51	26	pre	pre	ADJ
cet-14796	51	27	-	-	ADJ
cet-14796	51	28	processing	processing	ADJ
cet-14796	51	29	,	,	PUNCT
cet-14796	51	30	segmentation	segmentation	NOUN
cet-14796	51	31	,	,	PUNCT
cet-14796	51	32	and	and	CCONJ
cet-14796	51	33	feature	feature	NOUN
cet-14796	51	34	extraction	extraction	NOUN
cet-14796	51	35	.	.	PUNCT
cet-14796	52	1	the	the	DET
cet-14796	52	2	pre	pre	ADJ
cet-14796	52	3	-	-	ADJ
cet-14796	52	4	processing	processing	ADJ
cet-14796	52	5	method	method	NOUN
cet-14796	52	6	used	use	VERB
cet-14796	52	7	in	in	ADP
cet-14796	52	8	this	this	DET
cet-14796	52	9	study	study	NOUN
cet-14796	52	10	is	be	AUX
cet-14796	52	11	called	call	VERB
cet-14796	52	12	image	image	NOUN
cet-14796	52	13	color	color	NOUN
cet-14796	52	14	filtering	filtering	NOUN
cet-14796	52	15	.	.	PUNCT
cet-14796	53	1	color	color	NOUN
cet-14796	53	2	filtering	filtering	NOUN
cet-14796	53	3	is	be	AUX
cet-14796	53	4	needed	need	VERB
cet-14796	53	5	to	to	PART
cet-14796	53	6	get	get	VERB
cet-14796	53	7	the	the	DET
cet-14796	53	8	wanted	wanted	ADJ
cet-14796	53	9	part	part	NOUN
cet-14796	53	10	of	of	ADP
cet-14796	53	11	the	the	DET
cet-14796	53	12	image	image	NOUN
cet-14796	53	13	,	,	PUNCT
cet-14796	53	14	in	in	ADP
cet-14796	53	15	this	this	DET
cet-14796	53	16	case	case	NOUN
cet-14796	53	17	,	,	PUNCT
cet-14796	53	18	the	the	DET
cet-14796	53	19	region	region	NOUN
cet-14796	53	20	of	of	ADP
cet-14796	53	21	the	the	DET
cet-14796	53	22	lettuce	lettuce	NOUN
cet-14796	53	23	.	.	PUNCT
cet-14796	54	1	the	the	DET
cet-14796	54	2	method	method	NOUN
cet-14796	54	3	will	will	AUX
cet-14796	54	4	allow	allow	VERB
cet-14796	54	5	to	to	PART
cet-14796	54	6	pass	pass	VERB
cet-14796	54	7	the	the	DET
cet-14796	54	8	hues	hue	NOUN
cet-14796	54	9	of	of	ADP
cet-14796	54	10	the	the	DET
cet-14796	54	11	wanted	wanted	ADJ
cet-14796	54	12	color	color	NOUN
cet-14796	54	13	(	(	PUNCT
cet-14796	54	14	yellow	yellow	ADJ
cet-14796	54	15	to	to	ADP
cet-14796	54	16	green	green	ADJ
cet-14796	54	17	)	)	PUNCT
cet-14796	54	18	.	.	PUNCT
cet-14796	55	1	making	make	VERB
cet-14796	55	2	a	a	DET
cet-14796	55	3	spectral	spectral	ADJ
cet-14796	55	4	bandpass	bandpass	NOUN
cet-14796	55	5	filter	filter	NOUN
cet-14796	55	6	is	be	AUX
cet-14796	55	7	necessary	necessary	ADJ
cet-14796	55	8	for	for	ADP
cet-14796	55	9	this	this	DET
cet-14796	55	10	filtering	filter	VERB
cet-14796	55	11	process	process	NOUN
cet-14796	55	12	.	.	PUNCT
cet-14796	56	1	shown	show	VERB
cet-14796	56	2	in	in	ADP
cet-14796	56	3	figure	figure	NOUN
cet-14796	56	4	3a	3a	NUM
cet-14796	56	5	is	be	AUX
cet-14796	56	6	a	a	DET
cet-14796	56	7	bandpass	bandpass	NOUN
cet-14796	56	8	filter	filter	NOUN
cet-14796	56	9	plot	plot	NOUN
cet-14796	56	10	that	that	PRON
cet-14796	56	11	allows	allow	VERB
cet-14796	56	12	to	to	PART
cet-14796	56	13	pass	pass	VERB
cet-14796	56	14	the	the	DET
cet-14796	56	15	yellow	yellow	ADJ
cet-14796	56	16	(	(	PUNCT
cet-14796	56	17	minimum	minimum	ADJ
cet-14796	56	18	hue	hue	NOUN
cet-14796	56	19	:	:	PUNCT
cet-14796	56	20	10	10	NUM
cet-14796	56	21	)	)	PUNCT
cet-14796	56	22	and	and	CCONJ
cet-14796	56	23	green	green	ADJ
cet-14796	56	24	wavelengths	wavelength	NOUN
cet-14796	56	25	(	(	PUNCT
cet-14796	56	26	maximum	maximum	ADJ
cet-14796	56	27	hue	hue	NOUN
cet-14796	56	28	:	:	PUNCT
cet-14796	56	29	75	75	NUM
cet-14796	56	30	)	)	PUNCT
cet-14796	56	31	on	on	ADP
cet-14796	56	32	the	the	DET
cet-14796	56	33	image	image	NOUN
cet-14796	56	34	.	.	PUNCT
cet-14796	57	1	figure	figure	NOUN
cet-14796	57	2	3b	3b	NOUN
cet-14796	57	3	is	be	AUX
cet-14796	57	4	the	the	DET
cet-14796	57	5	sample	sample	NOUN
cet-14796	57	6	of	of	ADP
cet-14796	57	7	an	an	DET
cet-14796	57	8	actual	actual	ADJ
cet-14796	57	9	pre	pre	ADJ
cet-14796	57	10	-	-	ADJ
cet-14796	57	11	processed	processed	ADJ
cet-14796	57	12	image	image	NOUN
cet-14796	57	13	using	use	VERB
cet-14796	57	14	color	color	NOUN
cet-14796	57	15	filtering	filtering	NOUN
cet-14796	57	16	.	.	PUNCT
cet-14796	58	1	this	this	PRON
cet-14796	58	2	is	be	AUX
cet-14796	58	3	the	the	DET
cet-14796	58	4	result	result	NOUN
cet-14796	58	5	of	of	ADP
cet-14796	58	6	allowing	allow	VERB
cet-14796	58	7	the	the	DET
cet-14796	58	8	frequencies	frequency	NOUN
cet-14796	58	9	of	of	ADP
cet-14796	58	10	yellow	yellow	ADJ
cet-14796	58	11	and	and	CCONJ
cet-14796	58	12	green	green	ADJ
cet-14796	58	13	to	to	PART
cet-14796	58	14	bypass	bypass	VERB
cet-14796	58	15	and	and	CCONJ
cet-14796	58	16	eliminating	eliminate	VERB
cet-14796	58	17	other	other	ADJ
cet-14796	58	18	frequencies	frequency	NOUN
cet-14796	58	19	from	from	ADP
cet-14796	58	20	the	the	DET
cet-14796	58	21	image	image	NOUN
cet-14796	58	22	.	.	PUNCT
cet-14796	59	1	allows	allow	VERB
cet-14796	59	2	to	to	PART
cet-14796	59	3	pass	pass	VERB
cet-14796	59	4	the	the	DET
cet-14796	59	5	yellow	yellow	ADJ
cet-14796	59	6	(	(	PUNCT
cet-14796	59	7	minimum	minimum	ADJ
cet-14796	59	8	hue	hue	NOUN
cet-14796	59	9	:	:	PUNCT
cet-14796	59	10	10	10	NUM
cet-14796	59	11	)	)	PUNCT
cet-14796	59	12	and	and	CCONJ
cet-14796	59	13	green	green	ADJ
cet-14796	59	14	wavelengths	wavelength	NOUN
cet-14796	59	15	(	(	PUNCT
cet-14796	59	16	maximum	maximum	ADJ
cet-14796	59	17	hue	hue	NOUN
cet-14796	59	18	:	:	PUNCT
cet-14796	59	19	75	75	NUM
cet-14796	59	20	)	)	PUNCT
cet-14796	59	21	of	of	ADP
cet-14796	59	22	the	the	DET
cet-14796	59	23	image	image	NOUN
cet-14796	59	24	.	.	PUNCT
cet-14796	60	1	figure	figure	VERB
cet-14796	60	2	3	3	NUM
cet-14796	60	3	:	:	PUNCT
cet-14796	60	4	(	(	PUNCT
cet-14796	60	5	a	a	X
cet-14796	60	6	)	)	PUNCT
cet-14796	60	7	spectral	spectral	ADJ
cet-14796	60	8	bandpass	bandpass	NOUN
cet-14796	60	9	filter	filter	NOUN
cet-14796	60	10	for	for	ADP
cet-14796	60	11	filtering	filter	VERB
cet-14796	60	12	yellow	yellow	NOUN
cet-14796	60	13	and	and	CCONJ
cet-14796	60	14	green	green	ADJ
cet-14796	60	15	on	on	ADP
cet-14796	60	16	an	an	DET
cet-14796	60	17	image	image	NOUN
cet-14796	60	18	,	,	PUNCT
cet-14796	60	19	(	(	PUNCT
cet-14796	60	20	b	b	X
cet-14796	60	21	)	)	PUNCT
cet-14796	60	22	sample	sample	NOUN
cet-14796	60	23	of	of	ADP
cet-14796	60	24	preprocessed	preprocesse	VERB
cet-14796	60	25	image	image	NOUN
cet-14796	60	26	using	use	VERB
cet-14796	60	27	color	color	NOUN
cet-14796	60	28	filtering	filtering	NOUN
cet-14796	60	29	in	in	ADP
cet-14796	60	30	image	image	NOUN
cet-14796	60	31	segmentation	segmentation	NOUN
cet-14796	60	32	,	,	PUNCT
cet-14796	60	33	the	the	DET
cet-14796	60	34	filtered	filter	VERB
cet-14796	60	35	image	image	NOUN
cet-14796	60	36	will	will	AUX
cet-14796	60	37	be	be	AUX
cet-14796	60	38	converted	convert	VERB
cet-14796	60	39	to	to	ADP
cet-14796	60	40	a	a	DET
cet-14796	60	41	meaningful	meaningful	ADJ
cet-14796	60	42	image	image	NOUN
cet-14796	60	43	that	that	PRON
cet-14796	60	44	will	will	AUX
cet-14796	60	45	make	make	VERB
cet-14796	60	46	it	it	PRON
cet-14796	60	47	easy	easy	ADJ
cet-14796	60	48	to	to	PART
cet-14796	60	49	analyze	analyze	VERB
cet-14796	60	50	.	.	PUNCT
cet-14796	61	1	the	the	DET
cet-14796	61	2	technique	technique	NOUN
cet-14796	61	3	that	that	PRON
cet-14796	61	4	we	we	PRON
cet-14796	61	5	used	use	VERB
cet-14796	61	6	is	be	AUX
cet-14796	61	7	binary	binary	ADJ
cet-14796	61	8	large	large	ADJ
cet-14796	61	9	object	object	NOUN
cet-14796	61	10	detection	detection	NOUN
cet-14796	61	11	(	(	PUNCT
cet-14796	61	12	blob	blob	NOUN
cet-14796	61	13	)	)	PUNCT
cet-14796	61	14	which	which	PRON
cet-14796	61	15	proves	prove	VERB
cet-14796	61	16	its	its	PRON
cet-14796	61	17	effectiveness	effectiveness	NOUN
cet-14796	61	18	in	in	ADP
cet-14796	61	19	the	the	DET
cet-14796	61	20	report	report	NOUN
cet-14796	61	21	of	of	ADP
cet-14796	61	22	young	young	ADJ
cet-14796	61	23	et	et	PROPN
cet-14796	61	24	al	al	PROPN
cet-14796	61	25	.	.	PROPN
cet-14796	62	1	(	(	PUNCT
cet-14796	62	2	2020	2020	NUM
cet-14796	62	3	)	)	PUNCT
cet-14796	62	4	.	.	PUNCT
cet-14796	63	1	this	this	DET
cet-14796	63	2	technique	technique	NOUN
cet-14796	63	3	has	have	AUX
cet-14796	63	4	allowed	allow	VERB
cet-14796	63	5	the	the	DET
cet-14796	63	6	region	region	NOUN
cet-14796	63	7	of	of	ADP
cet-14796	63	8	lettuce	lettuce	NOUN
cet-14796	63	9	to	to	PART
cet-14796	63	10	be	be	AUX
cet-14796	63	11	classified	classify	VERB
cet-14796	63	12	and	and	CCONJ
cet-14796	63	13	converted	convert	VERB
cet-14796	63	14	from	from	ADP
cet-14796	63	15	pixels	pixel	NOUN
cet-14796	63	16	to	to	ADP
cet-14796	63	17	binary	binary	ADJ
cet-14796	63	18	image	image	NOUN
cet-14796	63	19	.	.	PUNCT
cet-14796	64	1	this	this	PRON
cet-14796	64	2	distinguished	distinguish	VERB
cet-14796	64	3	the	the	DET
cet-14796	64	4	highlighted	highlighted	ADJ
cet-14796	64	5	region	region	NOUN
cet-14796	64	6	of	of	ADP
cet-14796	64	7	the	the	DET
cet-14796	64	8	image	image	NOUN
cet-14796	64	9	(	(	PUNCT
cet-14796	64	10	lettuce	lettuce	NOUN
cet-14796	64	11	)	)	PUNCT
cet-14796	64	12	from	from	ADP
cet-14796	64	13	the	the	DET
cet-14796	64	14	background	background	NOUN
cet-14796	64	15	(	(	PUNCT
cet-14796	64	16	soil	soil	NOUN
cet-14796	64	17	)	)	PUNCT
cet-14796	64	18	.	.	PUNCT
cet-14796	65	1	feature	feature	NOUN
cet-14796	65	2	extraction	extraction	NOUN
cet-14796	65	3	is	be	AUX
cet-14796	65	4	where	where	SCONJ
cet-14796	65	5	the	the	DET
cet-14796	65	6	analyzation	analyzation	NOUN
cet-14796	65	7	from	from	ADP
cet-14796	65	8	segmented	segment	VERB
cet-14796	65	9	images	image	NOUN
cet-14796	65	10	happens	happen	VERB
cet-14796	65	11	.	.	PUNCT
cet-14796	66	1	the	the	DET
cet-14796	66	2	color	color	NOUN
cet-14796	66	3	histogram	histogram	NOUN
cet-14796	66	4	feature	feature	NOUN
cet-14796	66	5	is	be	AUX
cet-14796	66	6	one	one	NUM
cet-14796	66	7	effective	effective	ADJ
cet-14796	66	8	technique	technique	NOUN
cet-14796	66	9	that	that	PRON
cet-14796	66	10	can	can	AUX
cet-14796	66	11	be	be	AUX
cet-14796	66	12	use	use	NOUN
cet-14796	66	13	after	after	ADP
cet-14796	66	14	blob	blob	ADJ
cet-14796	66	15	detection	detection	NOUN
cet-14796	66	16	.	.	PUNCT
cet-14796	67	1	a	a	DET
cet-14796	67	2	histogram	histogram	NOUN
cet-14796	67	3	is	be	AUX
cet-14796	67	4	a	a	DET
cet-14796	67	5	graphical	graphical	ADJ
cet-14796	67	6	representation	representation	NOUN
cet-14796	67	7	for	for	ADP
cet-14796	67	8	the	the	DET
cet-14796	67	9	pixels	pixel	NOUN
cet-14796	67	10	of	of	ADP
cet-14796	67	11	an	an	DET
cet-14796	67	12	image	image	NOUN
cet-14796	67	13	.	.	PUNCT
cet-14796	68	1	the	the	DET
cet-14796	68	2	details	detail	NOUN
cet-14796	68	3	of	of	ADP
cet-14796	68	4	the	the	DET
cet-14796	68	5	binary	binary	ADJ
cet-14796	68	6	image	image	NOUN
cet-14796	68	7	based	base	VERB
cet-14796	68	8	on	on	ADP
cet-14796	68	9	the	the	DET
cet-14796	68	10	colors	color	NOUN
cet-14796	68	11	,	,	PUNCT
cet-14796	68	12	red	red	ADJ
cet-14796	68	13	,	,	PUNCT
cet-14796	68	14	blue	blue	ADJ
cet-14796	68	15	,	,	PUNCT
cet-14796	68	16	and	and	CCONJ
cet-14796	68	17	green	green	ADJ
cet-14796	68	18	(	(	PUNCT
cet-14796	68	19	rgb	rgb	PROPN
cet-14796	68	20	)	)	PUNCT
cet-14796	68	21	values	value	NOUN
cet-14796	68	22	,	,	PUNCT
cet-14796	68	23	will	will	AUX
cet-14796	68	24	have	have	VERB
cet-14796	68	25	a	a	DET
cet-14796	68	26	binary	binary	ADJ
cet-14796	68	27	pixel	pixel	NOUN
cet-14796	68	28	as	as	ADP
cet-14796	68	29	its	its	PRON
cet-14796	68	30	own	own	ADJ
cet-14796	68	31	definite	definite	ADJ
cet-14796	68	32	value	value	NOUN
cet-14796	68	33	.	.	PUNCT
cet-14796	69	1	having	have	VERB
cet-14796	69	2	the	the	DET
cet-14796	69	3	graph	graph	NOUN
cet-14796	69	4	would	would	AUX
cet-14796	69	5	help	help	VERB
cet-14796	69	6	to	to	PART
cet-14796	69	7	classify	classify	VERB
cet-14796	69	8	the	the	DET
cet-14796	69	9	lettuce	lettuce	NOUN
cet-14796	69	10	easily	easily	ADV
cet-14796	69	11	.	.	PUNCT
cet-14796	70	1	(	(	PUNCT
cet-14796	70	2	b	b	X
cet-14796	70	3	)	)	PUNCT
cet-14796	70	4	(	(	PUNCT
cet-14796	70	5	a	a	X
cet-14796	70	6	)	)	PUNCT
cet-14796	70	7	3	3	NUM
cet-14796	70	8	hue	hue	NOUN
cet-14796	70	9	value	value	NOUN
cet-14796	70	10	h	h	NOUN
cet-14796	70	11	u	u	NOUN
cet-14796	70	12	e	e	PROPN
cet-14796	70	13	a	a	PROPN
cet-14796	70	14	m	m	NOUN
cet-14796	70	15	o	o	NOUN
cet-14796	70	16	u	u	NOUN
cet-14796	70	17	n	n	PRON
cet-14796	70	18	t	t	PROPN
cet-14796	70	19	(	(	PUNCT
cet-14796	70	20	n	n	NOUN
cet-14796	70	21	o	o	PROPN
cet-14796	70	22	rm	rm	NOUN
cet-14796	70	23	a	a	DET
cet-14796	70	24	liz	liz	PROPN
cet-14796	70	25	e	e	PROPN
cet-14796	70	26	d	d	PROPN
cet-14796	70	27	)	)	PUNCT
cet-14796	70	28	h	h	NOUN
cet-14796	71	1	u	u	NOUN
cet-14796	71	2	e	e	PROPN
cet-14796	71	3	a	a	PROPN
cet-14796	71	4	m	m	NOUN
cet-14796	71	5	o	o	NOUN
cet-14796	71	6	u	u	NOUN
cet-14796	71	7	n	n	PRON
cet-14796	71	8	t	t	PROPN
cet-14796	71	9	(	(	PUNCT
cet-14796	71	10	n	n	NOUN
cet-14796	71	11	o	o	PROPN
cet-14796	71	12	rm	rm	NOUN
cet-14796	71	13	a	a	DET
cet-14796	71	14	liz	liz	PROPN
cet-14796	71	15	e	e	PROPN
cet-14796	71	16	d	d	PROPN
cet-14796	71	17	)	)	PUNCT
cet-14796	71	18	h	h	NOUN
cet-14796	72	1	u	u	NOUN
cet-14796	72	2	e	e	PROPN
cet-14796	72	3	a	a	PROPN
cet-14796	72	4	m	m	NOUN
cet-14796	72	5	o	o	NOUN
cet-14796	72	6	u	u	NOUN
cet-14796	72	7	n	n	PRON
cet-14796	72	8	t	t	PROPN
cet-14796	72	9	(	(	PUNCT
cet-14796	72	10	n	n	NOUN
cet-14796	72	11	o	o	PROPN
cet-14796	72	12	rm	rm	NOUN
cet-14796	72	13	a	a	DET
cet-14796	72	14	liz	liz	PROPN
cet-14796	72	15	e	e	PROPN
cet-14796	72	16	d	d	PROPN
cet-14796	72	17	)	)	PUNCT
cet-14796	72	18	hue	hue	NOUN
cet-14796	72	19	value	value	NOUN
cet-14796	72	20	based	base	VERB
cet-14796	72	21	on	on	ADP
cet-14796	72	22	the	the	DET
cet-14796	72	23	histogram	histogram	NOUN
cet-14796	72	24	and	and	CCONJ
cet-14796	72	25	segmented	segment	VERB
cet-14796	72	26	image	image	NOUN
cet-14796	72	27	,	,	PUNCT
cet-14796	72	28	the	the	DET
cet-14796	72	29	model	model	NOUN
cet-14796	72	30	will	will	AUX
cet-14796	72	31	predict	predict	VERB
cet-14796	72	32	if	if	SCONJ
cet-14796	72	33	the	the	DET
cet-14796	72	34	lettuce	lettuce	NOUN
cet-14796	72	35	is	be	AUX
cet-14796	72	36	healthy	healthy	ADJ
cet-14796	72	37	or	or	CCONJ
cet-14796	72	38	not	not	PART
cet-14796	72	39	.	.	PUNCT
cet-14796	73	1	this	this	DET
cet-14796	73	2	classification	classification	NOUN
cet-14796	73	3	is	be	AUX
cet-14796	73	4	done	do	VERB
cet-14796	73	5	through	through	ADP
cet-14796	73	6	a	a	DET
cet-14796	73	7	machine	machine	NOUN
cet-14796	73	8	learning	learning	NOUN
cet-14796	73	9	approach	approach	NOUN
cet-14796	73	10	.	.	PUNCT
cet-14796	74	1	the	the	DET
cet-14796	74	2	model	model	NOUN
cet-14796	74	3	that	that	PRON
cet-14796	74	4	we	we	PRON
cet-14796	74	5	used	use	VERB
cet-14796	74	6	is	be	AUX
cet-14796	74	7	the	the	DET
cet-14796	74	8	artificial	artificial	ADJ
cet-14796	74	9	neural	neural	ADJ
cet-14796	74	10	network	network	NOUN
cet-14796	74	11	(	(	PUNCT
cet-14796	74	12	ann	ann	PROPN
cet-14796	74	13	)	)	PUNCT
cet-14796	74	14	since	since	SCONJ
cet-14796	74	15	according	accord	VERB
cet-14796	74	16	to	to	ADP
cet-14796	74	17	studies	study	NOUN
cet-14796	74	18	,	,	PUNCT
cet-14796	74	19	this	this	DET
cet-14796	74	20	model	model	NOUN
cet-14796	74	21	has	have	VERB
cet-14796	74	22	high	high	ADJ
cet-14796	74	23	accuracy	accuracy	NOUN
cet-14796	74	24	when	when	SCONJ
cet-14796	74	25	it	it	PRON
cet-14796	74	26	comes	come	VERB
cet-14796	74	27	to	to	ADP
cet-14796	74	28	detection	detection	NOUN
cet-14796	74	29	.	.	PUNCT
cet-14796	75	1	in	in	ADP
cet-14796	75	2	this	this	DET
cet-14796	75	3	mathematical	mathematical	ADJ
cet-14796	75	4	model	model	NOUN
cet-14796	75	5	,	,	PUNCT
cet-14796	75	6	feeding	feed	VERB
cet-14796	75	7	a	a	DET
cet-14796	75	8	training	training	NOUN
cet-14796	75	9	data	datum	NOUN
cet-14796	75	10	set	set	VERB
cet-14796	75	11	is	be	AUX
cet-14796	75	12	necessary	necessary	ADJ
cet-14796	75	13	for	for	SCONJ
cet-14796	75	14	the	the	DET
cet-14796	75	15	machine	machine	NOUN
cet-14796	75	16	to	to	PART
cet-14796	75	17	learn	learn	VERB
cet-14796	75	18	like	like	ADP
cet-14796	75	19	a	a	DET
cet-14796	75	20	human	human	ADJ
cet-14796	75	21	brain	brain	NOUN
cet-14796	75	22	.	.	PUNCT
cet-14796	76	1	the	the	DET
cet-14796	76	2	output	output	NOUN
cet-14796	76	3	of	of	ADP
cet-14796	76	4	the	the	DET
cet-14796	76	5	processed	process	VERB
cet-14796	76	6	image	image	NOUN
cet-14796	76	7	served	serve	VERB
cet-14796	76	8	as	as	ADP
cet-14796	76	9	the	the	DET
cet-14796	76	10	input	input	NOUN
cet-14796	76	11	node	node	NOUN
cet-14796	76	12	of	of	ADP
cet-14796	76	13	the	the	DET
cet-14796	76	14	model	model	NOUN
cet-14796	76	15	.	.	PUNCT
cet-14796	77	1	it	it	PRON
cet-14796	77	2	was	be	AUX
cet-14796	77	3	linked	link	VERB
cet-14796	77	4	to	to	ADP
cet-14796	77	5	the	the	DET
cet-14796	77	6	process	process	NOUN
cet-14796	77	7	node	node	NOUN
cet-14796	77	8	,	,	PUNCT
cet-14796	77	9	also	also	ADV
cet-14796	77	10	called	call	VERB
cet-14796	77	11	hidden	hidden	ADJ
cet-14796	77	12	nodes	node	NOUN
cet-14796	77	13	,	,	PUNCT
cet-14796	77	14	as	as	ADP
cet-14796	77	15	a	a	DET
cet-14796	77	16	classifier	classifier	NOUN
cet-14796	77	17	algorithm	algorithm	NOUN
cet-14796	77	18	on	on	ADP
cet-14796	77	19	artificial	artificial	ADJ
cet-14796	77	20	neural	neural	ADJ
cet-14796	77	21	network	network	NOUN
cet-14796	77	22	.	.	PUNCT
cet-14796	78	1	the	the	DET
cet-14796	78	2	hidden	hide	VERB
cet-14796	78	3	nodes	node	NOUN
cet-14796	78	4	have	have	AUX
cet-14796	78	5	been	be	AUX
cet-14796	78	6	calibrated	calibrate	VERB
cet-14796	78	7	for	for	ADP
cet-14796	78	8	error	error	NOUN
cet-14796	78	9	rate	rate	NOUN
cet-14796	78	10	so	so	SCONJ
cet-14796	78	11	to	to	PART
cet-14796	78	12	give	give	VERB
cet-14796	78	13	an	an	DET
cet-14796	78	14	accurate	accurate	ADJ
cet-14796	78	15	output	output	NOUN
cet-14796	78	16	.	.	PUNCT
cet-14796	79	1	the	the	DET
cet-14796	79	2	classifier	classifier	NOUN
cet-14796	79	3	determines	determine	VERB
cet-14796	79	4	the	the	DET
cet-14796	79	5	health	health	NOUN
cet-14796	79	6	status	status	NOUN
cet-14796	79	7	of	of	ADP
cet-14796	79	8	the	the	DET
cet-14796	79	9	lettuce	lettuce	NOUN
cet-14796	79	10	.	.	PUNCT
cet-14796	80	1	if	if	SCONJ
cet-14796	80	2	green	green	ADJ
cet-14796	80	3	hue	hue	NOUN
cet-14796	80	4	has	have	VERB
cet-14796	80	5	the	the	DET
cet-14796	80	6	highest	high	ADJ
cet-14796	80	7	point	point	NOUN
cet-14796	80	8	in	in	ADP
cet-14796	80	9	every	every	DET
cet-14796	80	10	image	image	NOUN
cet-14796	80	11	in	in	ADP
cet-14796	80	12	comparison	comparison	NOUN
cet-14796	80	13	to	to	ADP
cet-14796	80	14	the	the	DET
cet-14796	80	15	amount	amount	NOUN
cet-14796	80	16	of	of	ADP
cet-14796	80	17	yellow	yellow	ADJ
cet-14796	80	18	hue	hue	NOUN
cet-14796	80	19	,	,	PUNCT
cet-14796	80	20	then	then	ADV
cet-14796	80	21	we	we	PRON
cet-14796	80	22	classify	classify	VERB
cet-14796	80	23	it	it	PRON
cet-14796	80	24	as	as	ADV
cet-14796	80	25	healthy	healthy	ADJ
cet-14796	80	26	.	.	PUNCT
cet-14796	81	1	but	but	CCONJ
cet-14796	81	2	when	when	SCONJ
cet-14796	81	3	it	it	PRON
cet-14796	81	4	says	say	VERB
cet-14796	81	5	otherwise	otherwise	ADV
cet-14796	81	6	,	,	PUNCT
cet-14796	81	7	then	then	ADV
cet-14796	81	8	we	we	PRON
cet-14796	81	9	classify	classify	VERB
cet-14796	81	10	it	it	PRON
cet-14796	81	11	as	as	ADP
cet-14796	81	12	unhealthy	unhealthy	ADJ
cet-14796	81	13	.	.	PUNCT
cet-14796	82	1	see	see	VERB
cet-14796	82	2	figure	figure	NOUN
cet-14796	82	3	4	4	NUM
cet-14796	82	4	for	for	ADP
cet-14796	82	5	the	the	DET
cet-14796	82	6	difference	difference	NOUN
cet-14796	82	7	for	for	ADP
cet-14796	82	8	each	each	DET
cet-14796	82	9	classification	classification	NOUN
cet-14796	82	10	.	.	PUNCT
cet-14796	83	1	light	light	ADJ
cet-14796	83	2	emitting	emit	VERB
cet-14796	83	3	diodes	diode	NOUN
cet-14796	83	4	(	(	PUNCT
cet-14796	83	5	leds	led	NOUN
cet-14796	83	6	)	)	PUNCT
cet-14796	83	7	are	be	AUX
cet-14796	83	8	used	use	VERB
cet-14796	83	9	to	to	PART
cet-14796	83	10	indicate	indicate	VERB
cet-14796	83	11	the	the	DET
cet-14796	83	12	state	state	NOUN
cet-14796	83	13	of	of	ADP
cet-14796	83	14	the	the	DET
cet-14796	83	15	crop	crop	NOUN
cet-14796	83	16	,	,	PUNCT
cet-14796	83	17	an	an	DET
cet-14796	83	18	illuminated	illuminated	ADJ
cet-14796	83	19	green	green	NOUN
cet-14796	83	20	led	lead	VERB
cet-14796	83	21	implies	imply	VERB
cet-14796	83	22	a	a	DET
cet-14796	83	23	healthy	healthy	ADJ
cet-14796	83	24	lettuce	lettuce	NOUN
cet-14796	83	25	,	,	PUNCT
cet-14796	83	26	otherwise	otherwise	ADV
cet-14796	83	27	a	a	DET
cet-14796	83	28	red	red	NOUN
cet-14796	83	29	led	lead	VERB
cet-14796	83	30	would	would	AUX
cet-14796	83	31	illuminate	illuminate	VERB
cet-14796	83	32	.	.	PUNCT
cet-14796	84	1	with	with	ADP
cet-14796	84	2	the	the	DET
cet-14796	84	3	help	help	NOUN
cet-14796	84	4	of	of	ADP
cet-14796	84	5	preliminary	preliminary	ADJ
cet-14796	84	6	data	datum	NOUN
cet-14796	84	7	,	,	PUNCT
cet-14796	84	8	the	the	DET
cet-14796	84	9	model	model	NOUN
cet-14796	84	10	has	have	VERB
cet-14796	84	11	a	a	DET
cet-14796	84	12	validation	validation	NOUN
cet-14796	84	13	accuracy	accuracy	NOUN
cet-14796	84	14	of	of	ADP
cet-14796	84	15	88	88	NUM
cet-14796	84	16	%	%	NOUN
cet-14796	84	17	which	which	PRON
cet-14796	84	18	is	be	AUX
cet-14796	84	19	enough	enough	ADJ
cet-14796	84	20	for	for	SCONJ
cet-14796	84	21	it	it	PRON
cet-14796	84	22	to	to	PART
cet-14796	84	23	use	use	VERB
cet-14796	84	24	as	as	ADP
cet-14796	84	25	classification	classification	NOUN
cet-14796	84	26	algorithm	algorithm	NOUN
cet-14796	84	27	.	.	PUNCT
cet-14796	85	1	(	(	PUNCT
cet-14796	85	2	a	a	X
cet-14796	85	3	)	)	PUNCT
cet-14796	85	4	(	(	PUNCT
cet-14796	85	5	b	b	X
cet-14796	85	6	)	)	PUNCT
cet-14796	85	7	figure	figure	NOUN
cet-14796	85	8	4	4	NUM
cet-14796	85	9	:	:	PUNCT
cet-14796	85	10	hue	hue	NOUN
cet-14796	85	11	amount	amount	NOUN
cet-14796	85	12	for	for	ADP
cet-14796	85	13	(	(	PUNCT
cet-14796	85	14	a	a	PRON
cet-14796	85	15	)	)	PUNCT
cet-14796	85	16	healthy	healthy	ADJ
cet-14796	85	17	lettuce	lettuce	NOUN
cet-14796	85	18	,	,	PUNCT
cet-14796	85	19	(	(	PUNCT
cet-14796	85	20	b	b	X
cet-14796	85	21	)	)	PUNCT
cet-14796	85	22	unhealthy	unhealthy	ADJ
cet-14796	85	23	lettuce	lettuce	NOUN
cet-14796	85	24	2.4	2.4	NUM
cet-14796	85	25	implementation	implementation	NOUN
cet-14796	85	26	this	this	DET
cet-14796	85	27	part	part	NOUN
cet-14796	85	28	has	have	AUX
cet-14796	85	29	been	be	AUX
cet-14796	85	30	subdivided	subdivide	VERB
cet-14796	85	31	into	into	ADP
cet-14796	85	32	three	three	NUM
cet-14796	85	33	phases	phase	NOUN
cet-14796	85	34	:	:	PUNCT
cet-14796	85	35	training	training	NOUN
cet-14796	85	36	,	,	PUNCT
cet-14796	85	37	validation	validation	NOUN
cet-14796	85	38	,	,	PUNCT
cet-14796	85	39	and	and	CCONJ
cet-14796	85	40	system	system	NOUN
cet-14796	85	41	evaluation	evaluation	NOUN
cet-14796	85	42	.	.	PUNCT
cet-14796	86	1	the	the	DET
cet-14796	86	2	parameter	parameter	NOUN
cet-14796	86	3	to	to	PART
cet-14796	86	4	be	be	AUX
cet-14796	86	5	measured	measure	VERB
cet-14796	86	6	in	in	ADP
cet-14796	86	7	the	the	DET
cet-14796	86	8	overall	overall	ADJ
cet-14796	86	9	system	system	NOUN
cet-14796	86	10	is	be	AUX
cet-14796	86	11	its	its	PRON
cet-14796	86	12	accuracy	accuracy	NOUN
cet-14796	86	13	.	.	PUNCT
cet-14796	87	1	the	the	DET
cet-14796	87	2	first	first	ADJ
cet-14796	87	3	phase	phase	NOUN
cet-14796	87	4	of	of	ADP
cet-14796	87	5	the	the	DET
cet-14796	87	6	implementation	implementation	NOUN
cet-14796	87	7	part	part	NOUN
cet-14796	87	8	is	be	AUX
cet-14796	87	9	gathering	gather	VERB
cet-14796	87	10	training	training	NOUN
cet-14796	87	11	data	datum	NOUN
cet-14796	87	12	sets	set	NOUN
cet-14796	87	13	and	and	CCONJ
cet-14796	87	14	training	train	VERB
cet-14796	87	15	the	the	DET
cet-14796	87	16	classifier	classifier	NOUN
cet-14796	87	17	.	.	PUNCT
cet-14796	88	1	a	a	DET
cet-14796	88	2	camera	camera	NOUN
cet-14796	88	3	module	module	NOUN
cet-14796	88	4	in	in	ADP
cet-14796	88	5	the	the	DET
cet-14796	88	6	vif	vif	NOUN
cet-14796	88	7	was	be	AUX
cet-14796	88	8	used	use	VERB
cet-14796	88	9	to	to	PART
cet-14796	88	10	capture	capture	VERB
cet-14796	88	11	images	image	NOUN
cet-14796	88	12	that	that	PRON
cet-14796	88	13	would	would	AUX
cet-14796	88	14	integrate	integrate	VERB
cet-14796	88	15	as	as	ADP
cet-14796	88	16	training	training	NOUN
cet-14796	88	17	data	datum	NOUN
cet-14796	88	18	for	for	ADP
cet-14796	88	19	the	the	DET
cet-14796	88	20	classifier	classifier	NOUN
cet-14796	88	21	.	.	PUNCT
cet-14796	89	1	image	image	NOUN
cet-14796	89	2	acquisition	acquisition	NOUN
cet-14796	89	3	took	take	VERB
cet-14796	89	4	place	place	NOUN
cet-14796	89	5	every	every	DET
cet-14796	89	6	30	30	NUM
cet-14796	89	7	min	min	NOUN
cet-14796	89	8	for	for	ADP
cet-14796	89	9	the	the	DET
cet-14796	89	10	whole	whole	ADJ
cet-14796	89	11	plant	plant	NOUN
cet-14796	89	12	cycle	cycle	NOUN
cet-14796	89	13	.	.	PUNCT
cet-14796	90	1	the	the	DET
cet-14796	90	2	reason	reason	NOUN
cet-14796	90	3	behind	behind	ADP
cet-14796	90	4	the	the	DET
cet-14796	90	5	time	time	NOUN
cet-14796	90	6	interval	interval	NOUN
cet-14796	90	7	is	be	AUX
cet-14796	90	8	to	to	PART
cet-14796	90	9	allow	allow	VERB
cet-14796	90	10	the	the	DET
cet-14796	90	11	system	system	NOUN
cet-14796	90	12	to	to	PART
cet-14796	90	13	have	have	VERB
cet-14796	90	14	enough	enough	ADJ
cet-14796	90	15	data	datum	NOUN
cet-14796	90	16	for	for	ADP
cet-14796	90	17	learning	learn	VERB
cet-14796	90	18	.	.	PUNCT
cet-14796	91	1	the	the	DET
cet-14796	91	2	captured	capture	VERB
cet-14796	91	3	images	image	NOUN
cet-14796	91	4	were	be	AUX
cet-14796	91	5	manually	manually	ADV
cet-14796	91	6	classified	classify	VERB
cet-14796	91	7	and	and	CCONJ
cet-14796	91	8	annotated	annotate	VERB
cet-14796	91	9	by	by	ADP
cet-14796	91	10	the	the	DET
cet-14796	91	11	researchers	researcher	NOUN
cet-14796	91	12	into	into	ADP
cet-14796	91	13	healthy	healthy	ADJ
cet-14796	91	14	(	(	PUNCT
cet-14796	91	15	3,480	3,480	NUM
cet-14796	91	16	images	image	NOUN
cet-14796	91	17	)	)	PUNCT
cet-14796	91	18	and	and	CCONJ
cet-14796	91	19	unhealthy	unhealthy	ADJ
cet-14796	91	20	(	(	PUNCT
cet-14796	91	21	840	840	NUM
cet-14796	91	22	images	image	NOUN
cet-14796	91	23	)	)	PUNCT
cet-14796	91	24	class	class	NOUN
cet-14796	91	25	.	.	PUNCT
cet-14796	92	1	the	the	DET
cet-14796	92	2	basis	basis	NOUN
cet-14796	92	3	of	of	ADP
cet-14796	92	4	the	the	DET
cet-14796	92	5	manual	manual	ADJ
cet-14796	92	6	visual	visual	ADJ
cet-14796	92	7	inspection	inspection	NOUN
cet-14796	92	8	and	and	CCONJ
cet-14796	92	9	classification	classification	NOUN
cet-14796	92	10	was	be	AUX
cet-14796	92	11	through	through	ADP
cet-14796	92	12	the	the	DET
cet-14796	92	13	guidance	guidance	NOUN
cet-14796	92	14	of	of	ADP
cet-14796	92	15	an	an	DET
cet-14796	92	16	agriculturist	agriculturist	NOUN
cet-14796	92	17	specializing	specialize	VERB
cet-14796	92	18	in	in	ADP
cet-14796	92	19	the	the	DET
cet-14796	92	20	cultivation	cultivation	NOUN
cet-14796	92	21	of	of	ADP
cet-14796	92	22	lettuce	lettuce	NOUN
cet-14796	92	23	.	.	PUNCT
cet-14796	93	1	we	we	PRON
cet-14796	93	2	are	be	AUX
cet-14796	93	3	also	also	ADV
cet-14796	93	4	aware	aware	ADJ
cet-14796	93	5	that	that	SCONJ
cet-14796	93	6	this	this	PRON
cet-14796	93	7	can	can	AUX
cet-14796	93	8	introduce	introduce	VERB
cet-14796	93	9	subjectivity	subjectivity	NOUN
cet-14796	93	10	and	and	CCONJ
cet-14796	93	11	bias	bias	NOUN
cet-14796	93	12	,	,	PUNCT
cet-14796	93	13	hence	hence	ADV
cet-14796	93	14	,	,	PUNCT
cet-14796	93	15	we	we	PRON
cet-14796	93	16	further	far	ADV
cet-14796	93	17	validate	validate	VERB
cet-14796	93	18	the	the	DET
cet-14796	93	19	data	datum	NOUN
cet-14796	93	20	by	by	ADP
cet-14796	93	21	measuring	measure	VERB
cet-14796	93	22	the	the	DET
cet-14796	93	23	hue	hue	NOUN
cet-14796	93	24	value	value	NOUN
cet-14796	93	25	as	as	ADP
cet-14796	93	26	part	part	NOUN
cet-14796	93	27	of	of	ADP
cet-14796	93	28	the	the	DET
cet-14796	93	29	pre	pre	ADJ
cet-14796	93	30	-	-	ADJ
cet-14796	93	31	processing	processing	ADJ
cet-14796	93	32	technique	technique	NOUN
cet-14796	93	33	,	,	PUNCT
cet-14796	93	34	this	this	PRON
cet-14796	93	35	was	be	AUX
cet-14796	93	36	discussed	discuss	VERB
cet-14796	93	37	in	in	ADP
cet-14796	93	38	section	section	NOUN
cet-14796	93	39	2.3	2.3	NUM
cet-14796	93	40	.	.	PUNCT
cet-14796	94	1	the	the	DET
cet-14796	94	2	second	second	ADJ
cet-14796	94	3	phase	phase	NOUN
cet-14796	94	4	of	of	ADP
cet-14796	94	5	implementation	implementation	NOUN
cet-14796	94	6	is	be	AUX
cet-14796	94	7	the	the	DET
cet-14796	94	8	application	application	NOUN
cet-14796	94	9	and	and	CCONJ
cet-14796	94	10	validation	validation	NOUN
cet-14796	94	11	of	of	ADP
cet-14796	94	12	the	the	DET
cet-14796	94	13	model	model	NOUN
cet-14796	94	14	.	.	PUNCT
cet-14796	95	1	this	this	DET
cet-14796	95	2	phase	phase	NOUN
cet-14796	95	3	is	be	AUX
cet-14796	95	4	where	where	SCONJ
cet-14796	95	5	the	the	DET
cet-14796	95	6	model	model	NOUN
cet-14796	95	7	was	be	AUX
cet-14796	95	8	implemented	implement	VERB
cet-14796	95	9	completely	completely	ADV
cet-14796	95	10	on	on	ADP
cet-14796	95	11	the	the	DET
cet-14796	95	12	vertical	vertical	ADJ
cet-14796	95	13	indoor	indoor	ADJ
cet-14796	95	14	farm	farm	NOUN
cet-14796	95	15	for	for	ADP
cet-14796	95	16	a	a	DET
cet-14796	95	17	whole	whole	ADJ
cet-14796	95	18	plant	plant	NOUN
cet-14796	95	19	cycle	cycle	NOUN
cet-14796	95	20	,	,	PUNCT
cet-14796	95	21	that	that	PRON
cet-14796	95	22	is	be	AUX
cet-14796	95	23	why	why	SCONJ
cet-14796	95	24	another	another	DET
cet-14796	95	25	set	set	NOUN
cet-14796	95	26	of	of	ADP
cet-14796	95	27	lettuce	lettuce	NOUN
cet-14796	95	28	was	be	AUX
cet-14796	95	29	planted	plant	VERB
cet-14796	95	30	on	on	ADP
cet-14796	95	31	the	the	DET
cet-14796	95	32	rack	rack	NOUN
cet-14796	95	33	for	for	ADP
cet-14796	95	34	the	the	DET
cet-14796	95	35	validation	validation	NOUN
cet-14796	95	36	of	of	ADP
cet-14796	95	37	the	the	DET
cet-14796	95	38	data	datum	NOUN
cet-14796	95	39	.	.	PUNCT
cet-14796	96	1	the	the	DET
cet-14796	96	2	efficiency	efficiency	NOUN
cet-14796	96	3	of	of	ADP
cet-14796	96	4	the	the	DET
cet-14796	96	5	image	image	NOUN
cet-14796	96	6	processing	processing	NOUN
cet-14796	96	7	methods	method	NOUN
cet-14796	96	8	and	and	CCONJ
cet-14796	96	9	the	the	DET
cet-14796	96	10	accuracy	accuracy	NOUN
cet-14796	96	11	of	of	ADP
cet-14796	96	12	the	the	DET
cet-14796	96	13	classifier	classifier	NOUN
cet-14796	96	14	were	be	AUX
cet-14796	96	15	evaluated	evaluate	VERB
cet-14796	96	16	,	,	PUNCT
cet-14796	96	17	and	and	CCONJ
cet-14796	96	18	based	base	VERB
cet-14796	96	19	on	on	ADP
cet-14796	96	20	the	the	DET
cet-14796	96	21	parameters	parameter	NOUN
cet-14796	96	22	below	below	ADV
cet-14796	96	23	,	,	PUNCT
cet-14796	96	24	the	the	DET
cet-14796	96	25	following	follow	VERB
cet-14796	96	26	were	be	AUX
cet-14796	96	27	computed	compute	VERB
cet-14796	96	28	:	:	PUNCT
cet-14796	96	29	sensitivity	sensitivity	NOUN
cet-14796	96	30	of	of	ADP
cet-14796	96	31	97	97	NUM
cet-14796	96	32	%	%	NOUN
cet-14796	96	33	,	,	PUNCT
cet-14796	96	34	specificity	specificity	NOUN
cet-14796	96	35	of	of	ADP
cet-14796	96	36	66	66	NUM
cet-14796	96	37	%	%	NOUN
cet-14796	96	38	,	,	PUNCT
cet-14796	96	39	and	and	CCONJ
cet-14796	96	40	accuracy	accuracy	NOUN
cet-14796	96	41	of	of	ADP
cet-14796	96	42	91	91	NUM
cet-14796	96	43	%	%	NOUN
cet-14796	96	44	.	.	PUNCT
cet-14796	97	1	the	the	DET
cet-14796	97	2	last	last	ADJ
cet-14796	97	3	phase	phase	NOUN
cet-14796	97	4	was	be	AUX
cet-14796	97	5	to	to	PART
cet-14796	97	6	evaluate	evaluate	VERB
cet-14796	97	7	the	the	DET
cet-14796	97	8	efficiency	efficiency	NOUN
cet-14796	97	9	of	of	ADP
cet-14796	97	10	the	the	DET
cet-14796	97	11	overall	overall	ADJ
cet-14796	97	12	system	system	NOUN
cet-14796	97	13	in	in	ADP
cet-14796	97	14	the	the	DET
cet-14796	97	15	vif	vif	NOUN
cet-14796	97	16	.	.	PUNCT
cet-14796	98	1	the	the	DET
cet-14796	98	2	parameters	parameter	NOUN
cet-14796	98	3	that	that	PRON
cet-14796	98	4	were	be	AUX
cet-14796	98	5	used	use	VERB
cet-14796	98	6	to	to	PART
cet-14796	98	7	determine	determine	VERB
cet-14796	98	8	the	the	DET
cet-14796	98	9	efficiency	efficiency	NOUN
cet-14796	98	10	of	of	ADP
cet-14796	98	11	an	an	DET
cet-14796	98	12	algorithm	algorithm	NOUN
cet-14796	98	13	are	be	AUX
cet-14796	98	14	sensitivity	sensitivity	NOUN
cet-14796	98	15	,	,	PUNCT
cet-14796	98	16	specificity	specificity	NOUN
cet-14796	98	17	,	,	PUNCT
cet-14796	98	18	and	and	CCONJ
cet-14796	98	19	accuracy	accuracy	NOUN
cet-14796	98	20	.	.	PUNCT
cet-14796	99	1	these	these	DET
cet-14796	99	2	parameters	parameter	NOUN
cet-14796	99	3	are	be	AUX
cet-14796	99	4	determined	determine	VERB
cet-14796	99	5	by	by	ADP
cet-14796	99	6	the	the	DET
cet-14796	99	7	values	value	NOUN
cet-14796	99	8	of	of	ADP
cet-14796	99	9	true	true	ADJ
cet-14796	99	10	positive	positive	ADJ
cet-14796	99	11	and	and	CCONJ
cet-14796	99	12	false	false	ADJ
cet-14796	99	13	positive	positive	ADJ
cet-14796	99	14	.	.	PUNCT
cet-14796	100	1	to	to	PART
cet-14796	100	2	check	check	VERB
cet-14796	100	3	the	the	DET
cet-14796	100	4	accuracy	accuracy	NOUN
cet-14796	100	5	,	,	PUNCT
cet-14796	100	6	sensitivity	sensitivity	NOUN
cet-14796	100	7	,	,	PUNCT
cet-14796	100	8	and	and	CCONJ
cet-14796	100	9	specificity	specificity	NOUN
cet-14796	100	10	of	of	ADP
cet-14796	100	11	the	the	DET
cet-14796	100	12	image	image	NOUN
cet-14796	100	13	processing	processing	NOUN
cet-14796	100	14	technique	technique	NOUN
cet-14796	100	15	,	,	PUNCT
cet-14796	100	16	the	the	DET
cet-14796	100	17	proponents	proponent	NOUN
cet-14796	100	18	used	use	VERB
cet-14796	100	19	the	the	DET
cet-14796	100	20	eq(1	eq(1	NOUN
cet-14796	100	21	)	)	PUNCT
cet-14796	100	22	to	to	ADP
cet-14796	100	23	(	(	PUNCT
cet-14796	100	24	3	3	NUM
cet-14796	100	25	):	):	PUNCT
cet-14796	100	26	𝑆𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑖𝑡𝑦	𝑆𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑖𝑡𝑦	PROPN
cet-14796	100	27	=	=	PUNCT
cet-14796	100	28	𝑇𝑃	𝑇𝑃	PROPN
cet-14796	100	29	𝑇𝑃+𝐹𝑁	𝑇𝑃+𝐹𝑁	NOUN
cet-14796	100	30	(	(	PUNCT
cet-14796	100	31	1	1	X
cet-14796	100	32	)	)	PUNCT
cet-14796	100	33	𝑆𝑝𝑒𝑐𝑖𝑓𝑖𝑐𝑖𝑡𝑦	𝑆𝑝𝑒𝑐𝑖𝑓𝑖𝑐𝑖𝑡𝑦	PROPN
cet-14796	100	34	=	=	SYM
cet-14796	100	35	𝑇𝑁	𝑇𝑁	PROPN
cet-14796	100	36	𝑇𝑁+𝐹𝑃	𝑇𝑁+𝐹𝑃	NOUN
cet-14796	100	37	(	(	PUNCT
cet-14796	100	38	2	2	X
cet-14796	100	39	)	)	PUNCT
cet-14796	100	40	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝐴𝑐𝑐𝑢𝑟𝑎𝑐𝑦	PROPN
cet-14796	100	41	=	=	X
cet-14796	100	42	𝑇𝑃+𝑇𝑁	𝑇𝑃+𝑇𝑁	ADJ
cet-14796	100	43	𝑇𝑃+𝐹𝑃+𝑇𝑁+𝐹𝑁	𝑇𝑃+𝐹𝑃+𝑇𝑁+𝐹𝑁	PROPN
cet-14796	100	44	(	(	PUNCT
cet-14796	100	45	3	3	NUM
cet-14796	100	46	)	)	PUNCT
cet-14796	100	47	where	where	SCONJ
cet-14796	100	48	tp	tp	NOUN
cet-14796	100	49	is	be	AUX
cet-14796	100	50	true	true	ADJ
cet-14796	100	51	positive	positive	ADJ
cet-14796	100	52	(	(	PUNCT
cet-14796	100	53	correctly	correctly	ADV
cet-14796	100	54	segmented	segment	VERB
cet-14796	100	55	as	as	ADP
cet-14796	100	56	foreground	foreground	NOUN
cet-14796	100	57	)	)	PUNCT
cet-14796	100	58	,	,	PUNCT
cet-14796	100	59	tn	tn	PROPN
cet-14796	100	60	is	be	AUX
cet-14796	100	61	true	true	ADJ
cet-14796	100	62	negative	negative	ADJ
cet-14796	100	63	(	(	PUNCT
cet-14796	100	64	correctly	correctly	ADV
cet-14796	100	65	detected	detect	VERB
cet-14796	100	66	as	as	ADP
cet-14796	100	67	background	background	NOUN
cet-14796	100	68	)	)	PUNCT
cet-14796	100	69	,	,	PUNCT
cet-14796	100	70	fp	fp	X
cet-14796	100	71	is	be	AUX
cet-14796	100	72	false	false	ADV
cet-14796	100	73	positive	positive	ADJ
cet-14796	100	74	(	(	PUNCT
cet-14796	100	75	falsely	falsely	ADV
cet-14796	100	76	segmented	segment	VERB
cet-14796	100	77	as	as	ADP
cet-14796	100	78	foreground	foreground	NOUN
cet-14796	100	79	)	)	PUNCT
cet-14796	100	80	and	and	CCONJ
cet-14796	100	81	fn	fn	NOUN
cet-14796	100	82	is	be	AUX
cet-14796	100	83	false	false	ADJ
cet-14796	100	84	negative	negative	ADJ
cet-14796	100	85	(	(	PUNCT
cet-14796	100	86	falsely	falsely	ADV
cet-14796	100	87	detected	detect	VERB
cet-14796	100	88	as	as	ADP
cet-14796	100	89	background	background	NOUN
cet-14796	100	90	)	)	PUNCT
cet-14796	100	91	.	.	PUNCT
cet-14796	101	1	0.10	0.10	NUM
cet-14796	101	2	0.08	0.08	NUM
cet-14796	101	3	0.06	0.06	NUM
cet-14796	101	4	0.02	0.02	NUM
cet-14796	101	5	0.00	0.00	NUM
cet-14796	101	6	0.04	0.04	NUM
cet-14796	101	7	0	0	NUM
cet-14796	101	8	1000	1000	NUM
cet-14796	101	9	2000	2000	NUM
cet-14796	101	10	3000	3000	NUM
cet-14796	101	11	4000	4000	NUM
cet-14796	101	12	0.10	0.10	NUM
cet-14796	101	13	0.08	0.08	NUM
cet-14796	101	14	0.06	0.06	NUM
cet-14796	101	15	0.02	0.02	NUM
cet-14796	101	16	0.00	0.00	NUM
cet-14796	101	17	0.04	0.04	NUM
cet-14796	101	18	0	0	NUM
cet-14796	101	19	1000	1000	NUM
cet-14796	101	20	2000	2000	NUM
cet-14796	101	21	3000	3000	NUM
cet-14796	101	22	4000	4000	NUM
cet-14796	101	23	4	4	NUM
cet-14796	101	24	the	the	DET
cet-14796	101	25	system	system	NOUN
cet-14796	101	26	was	be	AUX
cet-14796	101	27	installed	instal	VERB
cet-14796	101	28	in	in	ADP
cet-14796	101	29	each	each	DET
cet-14796	101	30	layer	layer	NOUN
cet-14796	101	31	of	of	ADP
cet-14796	101	32	the	the	DET
cet-14796	101	33	vif	vif	NOUN
cet-14796	101	34	,	,	PUNCT
cet-14796	101	35	for	for	ADP
cet-14796	101	36	a	a	DET
cet-14796	101	37	total	total	NOUN
cet-14796	101	38	of	of	ADP
cet-14796	101	39	three	three	NUM
cet-14796	101	40	layers	layer	NOUN
cet-14796	101	41	.	.	PUNCT
cet-14796	102	1	it	it	PRON
cet-14796	102	2	was	be	AUX
cet-14796	102	3	operated	operate	VERB
cet-14796	102	4	autonomously	autonomously	ADV
cet-14796	102	5	inside	inside	ADP
cet-14796	102	6	the	the	DET
cet-14796	102	7	vertical	vertical	ADJ
cet-14796	102	8	indoor	indoor	ADJ
cet-14796	102	9	farm	farm	NOUN
cet-14796	102	10	rack	rack	NOUN
cet-14796	102	11	until	until	ADP
cet-14796	102	12	the	the	DET
cet-14796	102	13	day	day	NOUN
cet-14796	102	14	of	of	ADP
cet-14796	102	15	harvest	harvest	NOUN
cet-14796	102	16	.	.	PUNCT
cet-14796	103	1	an	an	DET
cet-14796	103	2	accuracy	accuracy	NOUN
cet-14796	103	3	of	of	ADP
cet-14796	103	4	96	96	NUM
cet-14796	103	5	%	%	NOUN
cet-14796	103	6	was	be	AUX
cet-14796	103	7	measured	measure	VERB
cet-14796	103	8	during	during	ADP
cet-14796	103	9	the	the	DET
cet-14796	103	10	system	system	NOUN
cet-14796	103	11	evaluation	evaluation	NOUN
cet-14796	103	12	.	.	PUNCT
cet-14796	104	1	3	3	X
cet-14796	104	2	.	.	X
cet-14796	104	3	results	result	NOUN
cet-14796	104	4	and	and	CCONJ
cet-14796	104	5	discussions	discussion	NOUN
cet-14796	104	6	the	the	DET
cet-14796	104	7	designed	design	VERB
cet-14796	104	8	classifier	classifier	NOUN
cet-14796	104	9	serves	serve	VERB
cet-14796	104	10	as	as	ADP
cet-14796	104	11	the	the	DET
cet-14796	104	12	processing	processing	NOUN
cet-14796	104	13	unit	unit	NOUN
cet-14796	104	14	that	that	PRON
cet-14796	104	15	turns	turn	VERB
cet-14796	104	16	on	on	ADP
cet-14796	104	17	and	and	CCONJ
cet-14796	104	18	off	off	ADP
cet-14796	104	19	the	the	DET
cet-14796	104	20	led	lead	VERB
cet-14796	104	21	system	system	NOUN
cet-14796	104	22	of	of	ADP
cet-14796	104	23	the	the	DET
cet-14796	104	24	vif	vif	PROPN
cet-14796	104	25	.	.	PUNCT
cet-14796	105	1	if	if	SCONJ
cet-14796	105	2	the	the	DET
cet-14796	105	3	system	system	NOUN
cet-14796	105	4	detects	detect	VERB
cet-14796	105	5	that	that	PRON
cet-14796	105	6	the	the	DET
cet-14796	105	7	lettuce	lettuce	NOUN
cet-14796	105	8	is	be	AUX
cet-14796	105	9	in	in	ADP
cet-14796	105	10	‘	'	PUNCT
cet-14796	105	11	healthy	healthy	ADJ
cet-14796	105	12	’	'	PUNCT
cet-14796	105	13	condition	condition	NOUN
cet-14796	105	14	,	,	PUNCT
cet-14796	105	15	the	the	DET
cet-14796	105	16	led	lead	VERB
cet-14796	105	17	lights	light	NOUN
cet-14796	105	18	will	will	AUX
cet-14796	105	19	be	be	AUX
cet-14796	105	20	turned	turn	VERB
cet-14796	105	21	off	off	ADP
cet-14796	105	22	to	to	PART
cet-14796	105	23	maintain	maintain	VERB
cet-14796	105	24	its	its	PRON
cet-14796	105	25	healthy	healthy	ADJ
cet-14796	105	26	condition	condition	NOUN
cet-14796	105	27	.	.	PUNCT
cet-14796	106	1	however	however	ADV
cet-14796	106	2	,	,	PUNCT
cet-14796	106	3	if	if	SCONJ
cet-14796	106	4	the	the	DET
cet-14796	106	5	status	status	NOUN
cet-14796	106	6	of	of	ADP
cet-14796	106	7	the	the	DET
cet-14796	106	8	lettuce	lettuce	NOUN
cet-14796	106	9	that	that	PRON
cet-14796	106	10	was	be	AUX
cet-14796	106	11	classified	classify	VERB
cet-14796	106	12	was	be	AUX
cet-14796	106	13	‘	'	PUNCT
cet-14796	106	14	unhealthy	unhealthy	ADJ
cet-14796	106	15	’	'	PUNCT
cet-14796	106	16	,	,	PUNCT
cet-14796	106	17	the	the	DET
cet-14796	106	18	led	lead	VERB
cet-14796	106	19	lights	light	NOUN
cet-14796	106	20	would	would	AUX
cet-14796	106	21	turn	turn	VERB
cet-14796	106	22	on	on	ADP
cet-14796	106	23	with	with	ADP
cet-14796	106	24	an	an	DET
cet-14796	106	25	exposure	exposure	NOUN
cet-14796	106	26	time	time	NOUN
cet-14796	106	27	set	set	VERB
cet-14796	106	28	to	to	ADP
cet-14796	106	29	six	six	NUM
cet-14796	106	30	hours	hour	NOUN
cet-14796	106	31	only	only	ADV
cet-14796	106	32	.	.	PUNCT
cet-14796	107	1	after	after	ADP
cet-14796	107	2	six	six	NUM
cet-14796	107	3	hours	hour	NOUN
cet-14796	107	4	from	from	ADP
cet-14796	107	5	the	the	DET
cet-14796	107	6	first	first	ADJ
cet-14796	107	7	detection	detection	NOUN
cet-14796	107	8	,	,	PUNCT
cet-14796	107	9	the	the	DET
cet-14796	107	10	system	system	NOUN
cet-14796	107	11	will	will	AUX
cet-14796	107	12	again	again	ADV
cet-14796	107	13	check	check	VERB
cet-14796	107	14	the	the	DET
cet-14796	107	15	condition	condition	NOUN
cet-14796	107	16	of	of	ADP
cet-14796	107	17	the	the	DET
cet-14796	107	18	lettuce	lettuce	NOUN
cet-14796	107	19	based	base	VERB
cet-14796	107	20	on	on	ADP
cet-14796	107	21	its	its	PRON
cet-14796	107	22	color	color	NOUN
cet-14796	107	23	,	,	PUNCT
cet-14796	107	24	and	and	CCONJ
cet-14796	107	25	the	the	DET
cet-14796	107	26	process	process	NOUN
cet-14796	107	27	will	will	AUX
cet-14796	107	28	take	take	VERB
cet-14796	107	29	place	place	NOUN
cet-14796	107	30	all	all	ADV
cet-14796	107	31	over	over	ADV
cet-14796	107	32	again	again	ADV
cet-14796	107	33	-off	-off	NOUN
cet-14796	107	34	when	when	SCONJ
cet-14796	107	35	healthy	healthy	ADJ
cet-14796	107	36	,	,	PUNCT
cet-14796	107	37	on	on	ADP
cet-14796	107	38	when	when	SCONJ
cet-14796	107	39	not	not	PART
cet-14796	107	40	healthy	healthy	ADJ
cet-14796	107	41	.	.	PUNCT
cet-14796	108	1	implementing	implement	VERB
cet-14796	108	2	this	this	DET
cet-14796	108	3	system	system	NOUN
cet-14796	108	4	in	in	ADP
cet-14796	108	5	the	the	DET
cet-14796	108	6	vif	vif	NOUN
cet-14796	108	7	made	make	VERB
cet-14796	108	8	the	the	DET
cet-14796	108	9	harvest	harvest	NOUN
cet-14796	108	10	time	time	NOUN
cet-14796	108	11	of	of	ADP
cet-14796	108	12	the	the	DET
cet-14796	108	13	lettuce	lettuce	NOUN
cet-14796	108	14	to	to	ADP
cet-14796	108	15	only	only	ADV
cet-14796	108	16	30	30	NUM
cet-14796	108	17	d	d	NOUN
cet-14796	108	18	(	(	PUNCT
cet-14796	108	19	in	in	ADP
cet-14796	108	20	the	the	DET
cet-14796	108	21	vif	vif	NOUN
cet-14796	108	22	rack	rack	NOUN
cet-14796	108	23	)	)	PUNCT
cet-14796	108	24	compared	compare	VERB
cet-14796	108	25	to	to	ADP
cet-14796	108	26	the	the	DET
cet-14796	108	27	typical	typical	ADJ
cet-14796	108	28	harvest	harvest	NOUN
cet-14796	108	29	time	time	NOUN
cet-14796	108	30	of	of	ADP
cet-14796	108	31	45	45	NUM
cet-14796	108	32	d	d	NOUN
cet-14796	108	33	(	(	PUNCT
cet-14796	108	34	outdoor	outdoor	ADJ
cet-14796	108	35	farming	farming	NOUN
cet-14796	108	36	)	)	PUNCT
cet-14796	108	37	.	.	PUNCT
cet-14796	109	1	the	the	DET
cet-14796	109	2	average	average	ADJ
cet-14796	109	3	size	size	NOUN
cet-14796	109	4	of	of	ADP
cet-14796	109	5	the	the	DET
cet-14796	109	6	harvested	harvest	VERB
cet-14796	109	7	lettuce	lettuce	NOUN
cet-14796	109	8	is	be	AUX
cet-14796	109	9	about	about	ADV
cet-14796	109	10	5.7	5.7	NUM
cet-14796	109	11	%	%	NOUN
cet-14796	109	12	bigger	big	ADJ
cet-14796	109	13	than	than	ADP
cet-14796	109	14	the	the	PRON
cet-14796	109	15	without	without	ADP
cet-14796	109	16	this	this	DET
cet-14796	109	17	model	model	NOUN
cet-14796	109	18	as	as	SCONJ
cet-14796	109	19	reported	report	VERB
cet-14796	109	20	in	in	ADP
cet-14796	109	21	the	the	DET
cet-14796	109	22	previous	previous	ADJ
cet-14796	109	23	work	work	NOUN
cet-14796	109	24	of	of	ADP
cet-14796	109	25	garcillanosa	garcillanosa	PROPN
cet-14796	109	26	et	et	PROPN
cet-14796	109	27	al	al	PROPN
cet-14796	109	28	.	.	PROPN
cet-14796	109	29	,	,	PUNCT
cet-14796	109	30	2023	2023	NUM
cet-14796	109	31	.	.	PUNCT
cet-14796	110	1	the	the	DET
cet-14796	110	2	performance	performance	NOUN
cet-14796	110	3	of	of	ADP
cet-14796	110	4	the	the	DET
cet-14796	110	5	system	system	NOUN
cet-14796	110	6	was	be	AUX
cet-14796	110	7	tested	test	VERB
cet-14796	110	8	and	and	CCONJ
cet-14796	110	9	got	get	VERB
cet-14796	110	10	the	the	DET
cet-14796	110	11	accuracy	accuracy	NOUN
cet-14796	110	12	of	of	ADP
cet-14796	110	13	96	96	NUM
cet-14796	110	14	%	%	NOUN
cet-14796	110	15	,	,	PUNCT
cet-14796	110	16	from	from	ADP
cet-14796	110	17	which	which	PRON
cet-14796	110	18	600	600	NUM
cet-14796	110	19	data	datum	NOUN
cet-14796	110	20	was	be	AUX
cet-14796	110	21	gathered	gather	VERB
cet-14796	110	22	and	and	CCONJ
cet-14796	110	23	576	576	NUM
cet-14796	110	24	of	of	ADP
cet-14796	110	25	these	these	DET
cet-14796	110	26	data	datum	NOUN
cet-14796	110	27	were	be	AUX
cet-14796	110	28	correctly	correctly	ADV
cet-14796	110	29	predicted	predict	VERB
cet-14796	110	30	by	by	ADP
cet-14796	110	31	the	the	DET
cet-14796	110	32	machine	machine	NOUN
cet-14796	110	33	.	.	PUNCT
cet-14796	111	1	figure	figure	NOUN
cet-14796	111	2	5	5	NUM
cet-14796	111	3	shows	show	VERB
cet-14796	111	4	a	a	DET
cet-14796	111	5	sample	sample	NOUN
cet-14796	111	6	image	image	NOUN
cet-14796	111	7	that	that	PRON
cet-14796	111	8	shows	show	VERB
cet-14796	111	9	(	(	PUNCT
cet-14796	111	10	a	a	PRON
cet-14796	111	11	)	)	PUNCT
cet-14796	111	12	healthy	healthy	ADJ
cet-14796	111	13	and	and	CCONJ
cet-14796	111	14	(	(	PUNCT
cet-14796	111	15	b	b	NOUN
cet-14796	111	16	)	)	PUNCT
cet-14796	111	17	unhealthy	unhealthy	ADJ
cet-14796	111	18	.	.	PUNCT
cet-14796	112	1	(	(	PUNCT
cet-14796	112	2	a	a	X
cet-14796	112	3	)	)	PUNCT
cet-14796	112	4	(	(	PUNCT
cet-14796	112	5	c	c	X
cet-14796	112	6	)	)	PUNCT
cet-14796	112	7	figure	figure	NOUN
cet-14796	112	8	5	5	NUM
cet-14796	112	9	:	:	PUNCT
cet-14796	112	10	(	(	PUNCT
cet-14796	112	11	a	a	X
cet-14796	112	12	)	)	PUNCT
cet-14796	112	13	and	and	CCONJ
cet-14796	112	14	(	(	PUNCT
cet-14796	112	15	b	b	NOUN
cet-14796	112	16	)	)	PUNCT
cet-14796	112	17	healthy	healthy	ADJ
cet-14796	112	18	lettuce	lettuce	NOUN
cet-14796	112	19	,	,	PUNCT
cet-14796	112	20	(	(	PUNCT
cet-14796	112	21	c	c	X
cet-14796	112	22	)	)	PUNCT
cet-14796	112	23	unhealthy	unhealthy	ADJ
cet-14796	112	24	lettuce	lettuce	NOUN
cet-14796	112	25	to	to	PART
cet-14796	112	26	further	far	ADV
cet-14796	112	27	verify	verify	VERB
cet-14796	112	28	the	the	DET
cet-14796	112	29	accuracy	accuracy	NOUN
cet-14796	112	30	of	of	ADP
cet-14796	112	31	the	the	DET
cet-14796	112	32	prediction	prediction	NOUN
cet-14796	112	33	,	,	PUNCT
cet-14796	112	34	the	the	DET
cet-14796	112	35	hue	hue	NOUN
cet-14796	112	36	values	value	NOUN
cet-14796	112	37	were	be	AUX
cet-14796	112	38	measured	measure	VERB
cet-14796	112	39	.	.	PUNCT
cet-14796	113	1	figure	figure	NOUN
cet-14796	113	2	6	6	NUM
cet-14796	113	3	shows	show	VERB
cet-14796	113	4	the	the	DET
cet-14796	113	5	graphical	graphical	ADJ
cet-14796	113	6	representation	representation	NOUN
cet-14796	113	7	of	of	ADP
cet-14796	113	8	hue	hue	NOUN
cet-14796	113	9	amount	amount	NOUN
cet-14796	113	10	versus	versus	ADP
cet-14796	113	11	the	the	DET
cet-14796	113	12	hue	hue	NOUN
cet-14796	113	13	value	value	NOUN
cet-14796	113	14	of	of	ADP
cet-14796	113	15	the	the	DET
cet-14796	113	16	predicted	predict	VERB
cet-14796	113	17	lettuces	lettuce	NOUN
cet-14796	113	18	.	.	PUNCT
cet-14796	114	1	figure	figure	VERB
cet-14796	114	2	6	6	NUM
cet-14796	114	3	:	:	PUNCT
cet-14796	114	4	graphical	graphical	ADJ
cet-14796	114	5	representation	representation	NOUN
cet-14796	114	6	of	of	ADP
cet-14796	114	7	hue	hue	NOUN
cet-14796	114	8	amount	amount	NOUN
cet-14796	114	9	versus	versus	ADP
cet-14796	114	10	the	the	DET
cet-14796	114	11	hue	hue	NOUN
cet-14796	114	12	value	value	NOUN
cet-14796	114	13	during	during	ADP
cet-14796	114	14	the	the	DET
cet-14796	114	15	third	third	ADJ
cet-14796	114	16	phase	phase	NOUN
cet-14796	114	17	data	data	NOUN
cet-14796	114	18	collection	collection	NOUN
cet-14796	114	19	(	(	PUNCT
cet-14796	114	20	b	b	NOUN
cet-14796	114	21	)	)	PUNCT
cet-14796	114	22	(	(	PUNCT
cet-14796	114	23	d	d	X
cet-14796	114	24	)	)	PUNCT
cet-14796	114	25	5	5	NUM
cet-14796	114	26	the	the	DET
cet-14796	114	27	data	datum	NOUN
cet-14796	114	28	that	that	PRON
cet-14796	114	29	were	be	AUX
cet-14796	114	30	considered	consider	VERB
cet-14796	114	31	in	in	ADP
cet-14796	114	32	the	the	DET
cet-14796	114	33	graph	graph	NOUN
cet-14796	114	34	was	be	AUX
cet-14796	114	35	the	the	DET
cet-14796	114	36	summary	summary	NOUN
cet-14796	114	37	of	of	ADP
cet-14796	114	38	hue	hue	NOUN
cet-14796	114	39	value	value	NOUN
cet-14796	114	40	gathered	gather	VERB
cet-14796	114	41	on	on	ADP
cet-14796	114	42	each	each	DET
cet-14796	114	43	pixel	pixel	NOUN
cet-14796	114	44	for	for	ADP
cet-14796	114	45	all	all	DET
cet-14796	114	46	input	input	NOUN
cet-14796	114	47	data	datum	NOUN
cet-14796	114	48	.	.	PUNCT
cet-14796	115	1	clearly	clearly	ADV
cet-14796	115	2	,	,	PUNCT
cet-14796	115	3	the	the	DET
cet-14796	115	4	graph	graph	NOUN
cet-14796	115	5	shows	show	VERB
cet-14796	115	6	that	that	SCONJ
cet-14796	115	7	the	the	DET
cet-14796	115	8	hue	hue	NOUN
cet-14796	115	9	value	value	NOUN
cet-14796	115	10	was	be	AUX
cet-14796	115	11	plotted	plot	VERB
cet-14796	115	12	in	in	ADP
cet-14796	115	13	between	between	ADP
cet-14796	115	14	0	0	NUM
cet-14796	115	15	to	to	ADP
cet-14796	115	16	75	75	NUM
cet-14796	115	17	,	,	PUNCT
cet-14796	115	18	in	in	ADP
cet-14796	115	19	which	which	PRON
cet-14796	115	20	theoretically	theoretically	ADV
cet-14796	115	21	is	be	AUX
cet-14796	115	22	the	the	DET
cet-14796	115	23	hue	hue	NOUN
cet-14796	115	24	value	value	NOUN
cet-14796	115	25	of	of	ADP
cet-14796	115	26	yellow	yellow	ADJ
cet-14796	115	27	and	and	CCONJ
cet-14796	115	28	green	green	ADJ
cet-14796	115	29	.	.	PUNCT
cet-14796	116	1	meaning	meaning	NOUN
cet-14796	116	2	,	,	PUNCT
cet-14796	116	3	the	the	DET
cet-14796	116	4	filtering	filter	VERB
cet-14796	116	5	works	work	NOUN
cet-14796	116	6	accordingly	accordingly	ADV
cet-14796	116	7	and	and	CCONJ
cet-14796	116	8	the	the	DET
cet-14796	116	9	processing	processing	NOUN
cet-14796	116	10	based	base	VERB
cet-14796	116	11	on	on	ADP
cet-14796	116	12	color	color	NOUN
cet-14796	116	13	was	be	AUX
cet-14796	116	14	indeed	indeed	ADV
cet-14796	116	15	within	within	ADP
cet-14796	116	16	the	the	DET
cet-14796	116	17	range	range	NOUN
cet-14796	116	18	of	of	ADP
cet-14796	116	19	yellow	yellow	ADJ
cet-14796	116	20	and	and	CCONJ
cet-14796	116	21	green	green	ADJ
cet-14796	116	22	only	only	ADV
cet-14796	116	23	.	.	PUNCT
cet-14796	117	1	4	4	X
cet-14796	117	2	.	.	X
cet-14796	117	3	conclusions	conclusion	NOUN
cet-14796	117	4	in	in	ADP
cet-14796	117	5	conclusion	conclusion	NOUN
cet-14796	117	6	,	,	PUNCT
cet-14796	117	7	the	the	DET
cet-14796	117	8	implementation	implementation	NOUN
cet-14796	117	9	of	of	ADP
cet-14796	117	10	color	color	NOUN
cet-14796	117	11	-	-	PUNCT
cet-14796	117	12	based	base	VERB
cet-14796	117	13	detection	detection	NOUN
cet-14796	117	14	and	and	CCONJ
cet-14796	117	15	classification	classification	NOUN
cet-14796	117	16	for	for	ADP
cet-14796	117	17	assessing	assess	VERB
cet-14796	117	18	the	the	DET
cet-14796	117	19	quality	quality	NOUN
cet-14796	117	20	of	of	ADP
cet-14796	117	21	lactuca	lactuca	ADJ
cet-14796	117	22	sativa	sativa	PROPN
cet-14796	117	23	l.	l.	PROPN
cet-14796	117	24	(	(	PUNCT
cet-14796	117	25	lettuce	lettuce	PROPN
cet-14796	117	26	)	)	PUNCT
cet-14796	117	27	in	in	ADP
cet-14796	117	28	vertical	vertical	ADJ
cet-14796	117	29	indoor	indoor	ADJ
cet-14796	117	30	farming	farming	NOUN
cet-14796	117	31	using	use	VERB
cet-14796	117	32	artificial	artificial	ADJ
cet-14796	117	33	neural	neural	ADJ
cet-14796	117	34	networks	network	NOUN
cet-14796	117	35	(	(	PUNCT
cet-14796	117	36	anns	anns	PROPN
cet-14796	117	37	)	)	PUNCT
cet-14796	117	38	for	for	ADP
cet-14796	117	39	image	image	NOUN
cet-14796	117	40	processing	processing	NOUN
cet-14796	117	41	presents	present	VERB
cet-14796	117	42	a	a	DET
cet-14796	117	43	promising	promising	ADJ
cet-14796	117	44	advancement	advancement	NOUN
cet-14796	117	45	in	in	ADP
cet-14796	117	46	precision	precision	NOUN
cet-14796	117	47	agriculture	agriculture	NOUN
cet-14796	117	48	.	.	PUNCT
cet-14796	118	1	this	this	DET
cet-14796	118	2	approach	approach	NOUN
cet-14796	118	3	leverages	leverage	VERB
cet-14796	118	4	the	the	DET
cet-14796	118	5	power	power	NOUN
cet-14796	118	6	of	of	ADP
cet-14796	118	7	anns	anns	NOUN
cet-14796	118	8	to	to	PART
cet-14796	118	9	accurately	accurately	ADV
cet-14796	118	10	identify	identify	VERB
cet-14796	118	11	and	and	CCONJ
cet-14796	118	12	classify	classify	VERB
cet-14796	118	13	various	various	ADJ
cet-14796	118	14	quality	quality	NOUN
cet-14796	118	15	parameters	parameter	NOUN
cet-14796	118	16	based	base	VERB
cet-14796	118	17	on	on	ADP
cet-14796	118	18	color	color	NOUN
cet-14796	118	19	variations	variation	NOUN
cet-14796	118	20	,	,	PUNCT
cet-14796	118	21	which	which	PRON
cet-14796	118	22	are	be	AUX
cet-14796	118	23	indicative	indicative	ADJ
cet-14796	118	24	of	of	ADP
cet-14796	118	25	the	the	DET
cet-14796	118	26	health	health	NOUN
cet-14796	118	27	and	and	CCONJ
cet-14796	118	28	maturity	maturity	NOUN
cet-14796	118	29	of	of	ADP
cet-14796	118	30	the	the	DET
cet-14796	118	31	lettuce	lettuce	NOUN
cet-14796	118	32	.	.	PUNCT
cet-14796	119	1	by	by	ADP
cet-14796	119	2	utilizing	utilize	VERB
cet-14796	119	3	image	image	NOUN
cet-14796	119	4	processing	processing	NOUN
cet-14796	119	5	techniques	technique	NOUN
cet-14796	119	6	,	,	PUNCT
cet-14796	119	7	this	this	DET
cet-14796	119	8	method	method	NOUN
cet-14796	119	9	provides	provide	VERB
cet-14796	119	10	a	a	DET
cet-14796	119	11	noninvasive	noninvasive	ADJ
cet-14796	119	12	,	,	PUNCT
cet-14796	119	13	efficient	efficient	ADJ
cet-14796	119	14	,	,	PUNCT
cet-14796	119	15	and	and	CCONJ
cet-14796	119	16	scalable	scalable	ADJ
cet-14796	119	17	solution	solution	NOUN
cet-14796	119	18	for	for	ADP
cet-14796	119	19	real	real	ADJ
cet-14796	119	20	-	-	PUNCT
cet-14796	119	21	time	time	NOUN
cet-14796	119	22	monitoring	monitoring	NOUN
cet-14796	119	23	of	of	ADP
cet-14796	119	24	crop	crop	NOUN
cet-14796	119	25	quality	quality	NOUN
cet-14796	119	26	.	.	PUNCT
cet-14796	120	1	the	the	DET
cet-14796	120	2	integration	integration	NOUN
cet-14796	120	3	of	of	ADP
cet-14796	120	4	such	such	ADJ
cet-14796	120	5	technologies	technology	NOUN
cet-14796	120	6	in	in	ADP
cet-14796	120	7	vertical	vertical	ADJ
cet-14796	120	8	indoor	indoor	ADJ
cet-14796	120	9	farming	farming	NOUN
cet-14796	120	10	can	can	AUX
cet-14796	120	11	lead	lead	VERB
cet-14796	120	12	to	to	ADP
cet-14796	120	13	optimized	optimize	VERB
cet-14796	120	14	resource	resource	NOUN
cet-14796	120	15	usage	usage	NOUN
cet-14796	120	16	,	,	PUNCT
cet-14796	120	17	enhanced	enhance	VERB
cet-14796	120	18	yield	yield	NOUN
cet-14796	120	19	quality	quality	NOUN
cet-14796	120	20	,	,	PUNCT
cet-14796	120	21	and	and	CCONJ
cet-14796	120	22	reduced	reduce	VERB
cet-14796	120	23	labor	labor	NOUN
cet-14796	120	24	costs	cost	NOUN
cet-14796	120	25	.	.	PUNCT
cet-14796	121	1	moreover	moreover	ADV
cet-14796	121	2	,	,	PUNCT
cet-14796	121	3	the	the	DET
cet-14796	121	4	automation	automation	NOUN
cet-14796	121	5	of	of	ADP
cet-14796	121	6	quality	quality	NOUN
cet-14796	121	7	control	control	NOUN
cet-14796	121	8	processes	process	NOUN
cet-14796	121	9	ensures	ensure	VERB
cet-14796	121	10	consistent	consistent	ADJ
cet-14796	121	11	and	and	CCONJ
cet-14796	121	12	reliable	reliable	ADJ
cet-14796	121	13	product	product	NOUN
cet-14796	121	14	standards	standard	NOUN
cet-14796	121	15	,	,	PUNCT
cet-14796	121	16	which	which	PRON
cet-14796	121	17	are	be	AUX
cet-14796	121	18	critical	critical	ADJ
cet-14796	121	19	for	for	ADP
cet-14796	121	20	meeting	meet	VERB
cet-14796	121	21	market	market	NOUN
cet-14796	121	22	demands	demand	NOUN
cet-14796	121	23	and	and	CCONJ
cet-14796	121	24	consumer	consumer	NOUN
cet-14796	121	25	expectations	expectation	NOUN
cet-14796	121	26	.	.	PUNCT
cet-14796	122	1	the	the	DET
cet-14796	122	2	research	research	NOUN
cet-14796	122	3	highlights	highlight	VERB
cet-14796	122	4	the	the	DET
cet-14796	122	5	potential	potential	NOUN
cet-14796	122	6	of	of	ADP
cet-14796	122	7	combining	combine	VERB
cet-14796	122	8	artificial	artificial	ADJ
cet-14796	122	9	intelligence	intelligence	NOUN
cet-14796	122	10	with	with	ADP
cet-14796	122	11	precision	precision	NOUN
cet-14796	122	12	agriculture	agriculture	NOUN
cet-14796	122	13	to	to	PART
cet-14796	122	14	create	create	VERB
cet-14796	122	15	more	more	ADV
cet-14796	122	16	sustainable	sustainable	ADJ
cet-14796	122	17	and	and	CCONJ
cet-14796	122	18	productive	productive	ADJ
cet-14796	122	19	farming	farming	NOUN
cet-14796	122	20	practices	practice	NOUN
cet-14796	122	21	especially	especially	ADV
cet-14796	122	22	in	in	ADP
cet-14796	122	23	places	place	NOUN
cet-14796	122	24	where	where	SCONJ
cet-14796	122	25	urbanization	urbanization	NOUN
cet-14796	122	26	is	be	AUX
cet-14796	122	27	pervasive	pervasive	ADJ
cet-14796	122	28	.	.	PUNCT
cet-14796	123	1	the	the	DET
cet-14796	123	2	classification	classification	NOUN
cet-14796	123	3	-	-	PUNCT
cet-14796	123	4	prediction	prediction	NOUN
cet-14796	123	5	ann	ann	PROPN
cet-14796	123	6	validated	validate	VERB
cet-14796	123	7	its	its	PRON
cet-14796	123	8	advantage	advantage	NOUN
cet-14796	123	9	in	in	ADP
cet-14796	123	10	the	the	DET
cet-14796	123	11	health	health	NOUN
cet-14796	123	12	classification	classification	NOUN
cet-14796	123	13	of	of	ADP
cet-14796	123	14	the	the	DET
cet-14796	123	15	lettuce	lettuce	NOUN
cet-14796	123	16	in	in	ADP
cet-14796	123	17	a	a	DET
cet-14796	123	18	vif	vif	NOUN
cet-14796	123	19	.	.	PUNCT
cet-14796	124	1	furthermore	furthermore	ADV
cet-14796	124	2	,	,	PUNCT
cet-14796	124	3	k	k	ADJ
cet-14796	124	4	-	-	ADJ
cet-14796	124	5	ramdom	ramdom	ADJ
cet-14796	124	6	sampling	sampling	NOUN
cet-14796	124	7	was	be	AUX
cet-14796	124	8	also	also	ADV
cet-14796	124	9	effectively	effectively	ADV
cet-14796	124	10	utilized	utilize	VERB
cet-14796	124	11	for	for	ADP
cet-14796	124	12	validation	validation	NOUN
cet-14796	124	13	and	and	CCONJ
cet-14796	124	14	demonstrated	demonstrate	VERB
cet-14796	124	15	the	the	DET
cet-14796	124	16	versatility	versatility	NOUN
cet-14796	124	17	of	of	ADP
cet-14796	124	18	this	this	DET
cet-14796	124	19	technique	technique	NOUN
cet-14796	124	20	in	in	ADP
cet-14796	124	21	the	the	DET
cet-14796	124	22	manipulation	manipulation	NOUN
cet-14796	124	23	of	of	ADP
cet-14796	124	24	hyperparameters	hyperparameter	NOUN
cet-14796	124	25	within	within	ADP
cet-14796	124	26	an	an	DET
cet-14796	124	27	ann	ann	NOUN
cet-14796	124	28	-	-	PUNCT
cet-14796	124	29	based	base	VERB
cet-14796	124	30	framework	framework	NOUN
cet-14796	124	31	.	.	PUNCT
cet-14796	125	1	future	future	ADJ
cet-14796	125	2	work	work	NOUN
cet-14796	125	3	could	could	AUX
cet-14796	125	4	expand	expand	VERB
cet-14796	125	5	on	on	ADP
cet-14796	125	6	this	this	DET
cet-14796	125	7	foundation	foundation	NOUN
cet-14796	125	8	by	by	ADP
cet-14796	125	9	incorporating	incorporate	VERB
cet-14796	125	10	additional	additional	ADJ
cet-14796	125	11	parameters	parameter	NOUN
cet-14796	125	12	such	such	ADJ
cet-14796	125	13	as	as	ADP
cet-14796	125	14	texture	texture	NOUN
cet-14796	125	15	and	and	CCONJ
cet-14796	125	16	shape	shape	NOUN
cet-14796	125	17	analysis	analysis	NOUN
cet-14796	125	18	,	,	PUNCT
cet-14796	125	19	integrating	integrate	VERB
cet-14796	125	20	multi	multi	ADJ
cet-14796	125	21	-	-	ADJ
cet-14796	125	22	spectral	spectral	ADJ
cet-14796	125	23	imaging	imaging	NOUN
cet-14796	125	24	,	,	PUNCT
cet-14796	125	25	and	and	CCONJ
cet-14796	125	26	refining	refine	VERB
cet-14796	125	27	the	the	DET
cet-14796	125	28	neural	neural	ADJ
cet-14796	125	29	network	network	NOUN
cet-14796	125	30	models	model	NOUN
cet-14796	125	31	for	for	ADP
cet-14796	125	32	even	even	ADV
cet-14796	125	33	higher	high	ADJ
cet-14796	125	34	accuracy	accuracy	NOUN
cet-14796	125	35	.	.	PUNCT
cet-14796	126	1	overall	overall	ADV
cet-14796	126	2	,	,	PUNCT
cet-14796	126	3	this	this	DET
cet-14796	126	4	study	study	NOUN
cet-14796	126	5	demonstrates	demonstrate	VERB
cet-14796	126	6	that	that	SCONJ
cet-14796	126	7	advanced	advanced	ADJ
cet-14796	126	8	image	image	NOUN
cet-14796	126	9	processing	processing	NOUN
cet-14796	126	10	and	and	CCONJ
cet-14796	126	11	machine	machine	NOUN
cet-14796	126	12	learning	learning	NOUN
cet-14796	126	13	techniques	technique	NOUN
cet-14796	126	14	are	be	AUX
cet-14796	126	15	invaluable	invaluable	ADJ
cet-14796	126	16	tools	tool	NOUN
cet-14796	126	17	in	in	ADP
cet-14796	126	18	the	the	DET
cet-14796	126	19	pursuit	pursuit	NOUN
cet-14796	126	20	of	of	ADP
cet-14796	126	21	modernizing	modernize	VERB
cet-14796	126	22	agriculture	agriculture	NOUN
cet-14796	126	23	and	and	CCONJ
cet-14796	126	24	improving	improve	VERB
cet-14796	126	25	food	food	NOUN
cet-14796	126	26	production	production	NOUN
cet-14796	126	27	systems	system	NOUN
cet-14796	126	28	.	.	PUNCT
cet-14796	127	1	references	reference	NOUN
cet-14796	127	2	avgoustaki	avgoustaki	PROPN
cet-14796	127	3	d.	d.	PROPN
cet-14796	127	4	d.	d.	PROPN
cet-14796	127	5	,	,	PUNCT
cet-14796	127	6	xydis	xydis	PROPN
cet-14796	127	7	,	,	PUNCT
cet-14796	127	8	g.	g.	PROPN
cet-14796	127	9	,	,	PUNCT
cet-14796	127	10	2020	2020	NUM
cet-14796	127	11	,	,	PUNCT
cet-14796	127	12	indoor	indoor	ADJ
cet-14796	127	13	vertical	vertical	ADJ
cet-14796	127	14	farming	farming	NOUN
cet-14796	127	15	in	in	ADP
cet-14796	127	16	the	the	DET
cet-14796	127	17	urban	urban	ADJ
cet-14796	127	18	nexus	nexus	NOUN
cet-14796	127	19	context	context	NOUN
cet-14796	127	20	:	:	PUNCT
cet-14796	127	21	business	business	NOUN
cet-14796	127	22	growth	growth	NOUN
cet-14796	127	23	and	and	CCONJ
cet-14796	127	24	resource	resource	NOUN
cet-14796	127	25	savings	saving	NOUN
cet-14796	127	26	.	.	PUNCT
cet-14796	128	1	sustainability	sustainability	NOUN
cet-14796	128	2	(	(	PUNCT
cet-14796	128	3	switzerland	switzerland	PROPN
cet-14796	128	4	)	)	PUNCT
cet-14796	128	5	,	,	PUNCT
cet-14796	128	6	12(5	12(5	NUM
cet-14796	128	7	)	)	PUNCT
cet-14796	128	8	.	.	PUNCT
cet-14796	129	1	dubey	dubey	PROPN
cet-14796	129	2	r.	r.	PROPN
cet-14796	129	3	k.	k.	PROPN
cet-14796	129	4	,	,	PUNCT
cet-14796	129	5	choubey	choubey	PROPN
cet-14796	129	6	,	,	PUNCT
cet-14796	129	7	d.	d.	PROPN
cet-14796	129	8	k.	k.	PROPN
cet-14796	129	9	,	,	PUNCT
cet-14796	129	10	2024	2024	NUM
cet-14796	129	11	,	,	PUNCT
cet-14796	129	12	an	an	DET
cet-14796	129	13	efficient	efficient	ADJ
cet-14796	129	14	adaptive	adaptive	ADJ
cet-14796	129	15	feature	feature	NOUN
cet-14796	129	16	selection	selection	NOUN
cet-14796	129	17	with	with	ADP
cet-14796	129	18	deep	deep	ADJ
cet-14796	129	19	learning	learn	VERB
cet-14796	129	20	model	model	NOUN
cet-14796	129	21	-	-	PUNCT
cet-14796	129	22	based	base	VERB
cet-14796	129	23	paddy	paddy	NOUN
cet-14796	129	24	plant	plant	NOUN
cet-14796	129	25	leaf	leaf	NOUN
cet-14796	129	26	disease	disease	NOUN
cet-14796	129	27	classification	classification	NOUN
cet-14796	129	28	.	.	PUNCT
cet-14796	130	1	multimedia	multimedia	NOUN
cet-14796	130	2	tools	tool	NOUN
cet-14796	130	3	and	and	CCONJ
cet-14796	130	4	applications	application	NOUN
cet-14796	130	5	,	,	PUNCT
cet-14796	130	6	83(8	83(8	NUM
cet-14796	130	7	)	)	PUNCT
cet-14796	130	8	,	,	PUNCT
cet-14796	130	9	22639–22661	22639–22661	NUM
cet-14796	130	10	.	.	PUNCT
cet-14796	130	11	garcillanosa	garcillanosa	PROPN
cet-14796	130	12	m.	m.	PROPN
cet-14796	130	13	m.	m.	PROPN
cet-14796	130	14	,	,	PUNCT
cet-14796	130	15	batino	batino	PROPN
cet-14796	130	16	jr	jr	PROPN
cet-14796	130	17	.	.	PROPN
cet-14796	130	18	z.	z.	PROPN
cet-14796	130	19	m.	m.	PROPN
cet-14796	130	20	,	,	PUNCT
cet-14796	130	21	gabuyo	gabuyo	PROPN
cet-14796	130	22	e.	e.	PROPN
cet-14796	130	23	a.	a.	PROPN
cet-14796	130	24	,	,	PUNCT
cet-14796	130	25	mojica	mojica	PROPN
cet-14796	130	26	t.	t.	PROPN
cet-14796	130	27	l.	l.	PROPN
cet-14796	130	28	,	,	PUNCT
cet-14796	130	29	mundo	mundo	PROPN
cet-14796	130	30	m.	m.	PROPN
cet-14796	130	31	a.	a.	PROPN
cet-14796	130	32	d.	d.	PROPN
cet-14796	130	33	,	,	PUNCT
cet-14796	130	34	impelido	impelido	PROPN
cet-14796	130	35	d.	d.	PROPN
cet-14796	130	36	g.	g.	PROPN
cet-14796	130	37	,	,	PUNCT
cet-14796	130	38	sison	sison	PROPN
cet-14796	130	39	,	,	PUNCT
cet-14796	130	40	p.	p.	NOUN
cet-14796	130	41	a.	a.	NOUN
cet-14796	131	1	a	a	PRON
cet-14796	131	2	,	,	PUNCT
cet-14796	131	3	2023	2023	NUM
cet-14796	131	4	,	,	PUNCT
cet-14796	131	5	efficient	efficient	ADJ
cet-14796	131	6	and	and	CCONJ
cet-14796	131	7	low	low	ADJ
cet-14796	131	8	-	-	PUNCT
cet-14796	131	9	cost	cost	NOUN
cet-14796	131	10	method	method	NOUN
cet-14796	131	11	of	of	ADP
cet-14796	131	12	smart	smart	ADJ
cet-14796	131	13	indoor	indoor	ADJ
cet-14796	131	14	vertical	vertical	ADJ
cet-14796	131	15	farming	farming	NOUN
cet-14796	131	16	for	for	ADP
cet-14796	131	17	lactuca	lactuca	ADJ
cet-14796	131	18	sativa	sativa	NOUN
cet-14796	131	19	l.	l.	PROPN
cet-14796	131	20	with	with	ADP
cet-14796	131	21	machine	machine	NOUN
cet-14796	131	22	learning	learning	NOUN
cet-14796	131	23	.	.	PUNCT
cet-14796	132	1	chemical	chemical	NOUN
cet-14796	132	2	engineering	engineering	NOUN
cet-14796	132	3	transactions	transaction	NOUN
cet-14796	132	4	,	,	PUNCT
cet-14796	132	5	106	106	NUM
cet-14796	132	6	,	,	PUNCT
cet-14796	132	7	535–540	535–540	NUM
cet-14796	132	8	.	.	PUNCT
cet-14796	133	1	patel	patel	PROPN
cet-14796	133	2	s.	s.	PROPN
cet-14796	133	3	et	et	PROPN
cet-14796	133	4	al	al	PROPN
cet-14796	133	5	.	.	PROPN
cet-14796	133	6	,	,	PUNCT
cet-14796	133	7	2020	2020	NUM
cet-14796	133	8	,	,	PUNCT
cet-14796	133	9	application	application	NOUN
cet-14796	133	10	of	of	ADP
cet-14796	133	11	artificial	artificial	ADJ
cet-14796	133	12	neural	neural	ADJ
cet-14796	133	13	networks	network	NOUN
cet-14796	133	14	for	for	ADP
cet-14796	133	15	plant	plant	NOUN
cet-14796	133	16	health	health	NOUN
cet-14796	133	17	monitoring	monitoring	NOUN
cet-14796	133	18	.	.	PUNCT
cet-14796	134	1	journal	journal	NOUN
cet-14796	134	2	of	of	ADP
cet-14796	134	3	agricultural	agricultural	ADJ
cet-14796	134	4	science	science	NOUN
cet-14796	134	5	and	and	CCONJ
cet-14796	134	6	technology	technology	NOUN
cet-14796	134	7	,	,	PUNCT
cet-14796	134	8	22(3	22(3	NUM
cet-14796	134	9	)	)	PUNCT
cet-14796	134	10	,	,	PUNCT
cet-14796	134	11	645–657	645–657	NUM
cet-14796	134	12	.	.	PUNCT
cet-14796	135	1	perumal	perumal	PROPN
cet-14796	135	2	v.k	v.k	PROPN
cet-14796	135	3	.	.	PROPN
cet-14796	135	4	,	,	PUNCT
cet-14796	135	5	supriyaa	supriyaa	PROPN
cet-14796	135	6	t.	t.	PROPN
cet-14796	135	7	,	,	PUNCT
cet-14796	135	8	santhosh	santhosh	PROPN
cet-14796	135	9	p.r	p.r	PROPN
cet-14796	135	10	.	.	PROPN
cet-14796	135	11	,	,	PUNCT
cet-14796	135	12	dhanasekaran	dhanasekaran	PROPN
cet-14796	135	13	s.	s.	PROPN
cet-14796	135	14	,	,	PUNCT
cet-14796	135	15	2024	2024	NUM
cet-14796	135	16	,	,	PUNCT
cet-14796	135	17	cnn	cnn	PROPN
cet-14796	135	18	based	base	VERB
cet-14796	135	19	plant	plant	NOUN
cet-14796	135	20	disease	disease	NOUN
cet-14796	135	21	identification	identification	NOUN
cet-14796	135	22	using	use	VERB
cet-14796	135	23	pynq	pynq	NOUN
cet-14796	135	24	fpga	fpga	PROPN
cet-14796	135	25	’	'	PUNCT
cet-14796	135	26	,	,	PUNCT
cet-14796	135	27	systems	system	NOUN
cet-14796	135	28	and	and	CCONJ
cet-14796	135	29	soft	soft	ADJ
cet-14796	135	30	computing	computing	NOUN
cet-14796	135	31	,	,	PUNCT
cet-14796	135	32	6	6	NUM
cet-14796	135	33	,	,	PUNCT
cet-14796	135	34	200088	200088	NUM
cet-14796	135	35	.	.	PUNCT
cet-14796	136	1	senator	senator	PROPN
cet-14796	136	2	imee	imee	PROPN
cet-14796	136	3	r.	r.	PROPN
cet-14796	136	4	marcos	marcos	PROPN
cet-14796	136	5	,	,	PUNCT
cet-14796	136	6	2023	2023	NUM
cet-14796	136	7	,	,	PUNCT
cet-14796	136	8	an	an	DET
cet-14796	136	9	act	act	NOUN
cet-14796	136	10	mandating	mandate	VERB
cet-14796	136	11	the	the	DET
cet-14796	136	12	preservation	preservation	NOUN
cet-14796	136	13	and	and	CCONJ
cet-14796	136	14	protection	protection	NOUN
cet-14796	136	15	of	of	ADP
cet-14796	136	16	agricultural	agricultural	ADJ
cet-14796	136	17	lands	land	NOUN
cet-14796	136	18	in	in	ADP
cet-14796	136	19	the	the	DET
cet-14796	136	20	philippines	philippine	NOUN
cet-14796	136	21	,	,	PUNCT
cet-14796	136	22	and	and	CCONJ
cet-14796	136	23	for	for	ADP
cet-14796	136	24	other	other	ADJ
cet-14796	136	25	purposes	purpose	NOUN
cet-14796	136	26	.	.	PUNCT
cet-14796	137	1	19th	19th	ADJ
cet-14796	137	2	congress	congress	NOUN
cet-14796	137	3	of	of	ADP
cet-14796	137	4	the	the	DET
cet-14796	137	5	philippines	philippine	NOUN
cet-14796	137	6	,	,	PUNCT
cet-14796	137	7	<	<	X
cet-14796	137	8	efaidnbmnnnibpcajpcglclefindmkaj	efaidnbmnnnibpcajpcglclefindmkaj	PROPN
cet-14796	137	9	/	/	SYM
cet-14796	137	10	https://legacy.senate.gov.ph	https://legacy.senate.gov.ph	PROPN
cet-14796	137	11	/	/	SYM
cet-14796	137	12	lisdata/4150537792!.pdf	lisdata/4150537792!.pdf	PROPN
cet-14796	137	13	>	>	X
cet-14796	137	14	accessed	access	VERB
cet-14796	137	15	10.06.2024	10.06.2024	NUM
cet-14796	137	16	.	.	PUNCT
cet-14796	137	17	sharma	sharma	PROPN
cet-14796	137	18	r.	r.	PROPN
cet-14796	137	19	,	,	PUNCT
cet-14796	137	20	jain	jain	PROPN
cet-14796	137	21	,	,	PUNCT
cet-14796	137	22	a.	a.	NOUN
cet-14796	137	23	,	,	PUNCT
cet-14796	137	24	2019	2019	NUM
cet-14796	137	25	,	,	PUNCT
cet-14796	137	26	color	color	NOUN
cet-14796	137	27	-	-	PUNCT
cet-14796	137	28	based	base	VERB
cet-14796	137	29	image	image	NOUN
cet-14796	137	30	analysis	analysis	NOUN
cet-14796	137	31	for	for	ADP
cet-14796	137	32	quality	quality	NOUN
cet-14796	137	33	assessment	assessment	NOUN
cet-14796	137	34	of	of	ADP
cet-14796	137	35	agricultural	agricultural	ADJ
cet-14796	137	36	products	product	NOUN
cet-14796	137	37	using	use	VERB
cet-14796	137	38	neural	neural	ADJ
cet-14796	137	39	networks	network	NOUN
cet-14796	137	40	.	.	PUNCT
cet-14796	138	1	computers	computer	NOUN
cet-14796	138	2	and	and	CCONJ
cet-14796	138	3	electronics	electronic	NOUN
cet-14796	138	4	in	in	ADP
cet-14796	138	5	agriculture	agriculture	NOUN
cet-14796	138	6	,	,	PUNCT
cet-14796	138	7	162	162	NUM
cet-14796	138	8	,	,	PUNCT
cet-14796	138	9	425–432	425–432	NUM
cet-14796	138	10	.	.	PUNCT
cet-14796	139	1	song	song	PROPN
cet-14796	139	2	s.	s.	PROPN
cet-14796	139	3	,	,	PUNCT
cet-14796	139	4	hou	hou	PROPN
cet-14796	139	5	y.	y.	PROPN
cet-14796	139	6	,	,	PUNCT
cet-14796	139	7	lim	lim	PROPN
cet-14796	139	8	r.	r.	PROPN
cet-14796	139	9	b.	b.	PROPN
cet-14796	139	10	h.	h.	PROPN
cet-14796	139	11	,	,	PUNCT
cet-14796	139	12	gaw	gaw	PROPN
cet-14796	139	13	l.	l.	PROPN
cet-14796	139	14	y.	y.	PROPN
cet-14796	139	15	f.	f.	PROPN
cet-14796	139	16	,	,	PUNCT
cet-14796	139	17	richards	richards	PROPN
cet-14796	139	18	d.	d.	PROPN
cet-14796	139	19	r.	r.	PROPN
cet-14796	139	20	,	,	PUNCT
cet-14796	139	21	tan	tan	PROPN
cet-14796	139	22	h.	h.	PROPN
cet-14796	139	23	t.	t.	PROPN
cet-14796	139	24	w.	w.	PROPN
cet-14796	139	25	,	,	PUNCT
cet-14796	139	26	2022	2022	NUM
cet-14796	139	27	,	,	PUNCT
cet-14796	139	28	comparison	comparison	NOUN
cet-14796	139	29	of	of	ADP
cet-14796	139	30	vegetable	vegetable	NOUN
cet-14796	139	31	production	production	NOUN
cet-14796	139	32	,	,	PUNCT
cet-14796	139	33	resource	resource	NOUN
cet-14796	139	34	-	-	PUNCT
cet-14796	139	35	use	use	NOUN
cet-14796	139	36	efficiency	efficiency	NOUN
cet-14796	139	37	and	and	CCONJ
cet-14796	139	38	environmental	environmental	ADJ
cet-14796	139	39	performance	performance	NOUN
cet-14796	139	40	of	of	ADP
cet-14796	139	41	high	high	ADJ
cet-14796	139	42	-	-	PUNCT
cet-14796	139	43	technology	technology	NOUN
cet-14796	139	44	and	and	CCONJ
cet-14796	139	45	conventional	conventional	ADJ
cet-14796	139	46	farming	farming	NOUN
cet-14796	139	47	systems	system	NOUN
cet-14796	139	48	for	for	ADP
cet-14796	139	49	urban	urban	ADJ
cet-14796	139	50	agriculture	agriculture	NOUN
cet-14796	139	51	in	in	ADP
cet-14796	139	52	the	the	DET
cet-14796	139	53	tropical	tropical	ADJ
cet-14796	139	54	city	city	NOUN
cet-14796	139	55	of	of	ADP
cet-14796	139	56	singapore	singapore	PROPN
cet-14796	139	57	.	.	PUNCT
cet-14796	140	1	science	science	NOUN
cet-14796	140	2	of	of	ADP
cet-14796	140	3	the	the	DET
cet-14796	140	4	total	total	ADJ
cet-14796	140	5	environment	environment	NOUN
cet-14796	140	6	,	,	PUNCT
cet-14796	140	7	807	807	NUM
cet-14796	140	8	.	.	PUNCT
cet-14796	141	1	young	young	ADJ
cet-14796	141	2	a.	a.	NOUN
cet-14796	141	3	,	,	PUNCT
cet-14796	141	4	mahan	mahan	PROPN
cet-14796	141	5	j.	j.	PROPN
cet-14796	141	6	,	,	PUNCT
cet-14796	141	7	dodge	dodge	VERB
cet-14796	141	8	w.	w.	PROPN
cet-14796	141	9	,	,	PUNCT
cet-14796	141	10	payton	payton	PROPN
cet-14796	141	11	p.	p.	PROPN
cet-14796	141	12	,	,	PUNCT
cet-14796	141	13	2020	2020	NUM
cet-14796	141	14	,	,	PUNCT
cet-14796	141	15	blob	blob	NOUN
cet-14796	141	16	-	-	PUNCT
cet-14796	141	17	based	base	VERB
cet-14796	141	18	aoms	aom	NOUN
cet-14796	141	19	:	:	PUNCT
cet-14796	141	20	a	a	DET
cet-14796	141	21	method	method	NOUN
cet-14796	141	22	for	for	ADP
cet-14796	141	23	the	the	DET
cet-14796	141	24	extraction	extraction	NOUN
cet-14796	141	25	of	of	ADP
cet-14796	141	26	crop	crop	NOUN
cet-14796	141	27	data	datum	NOUN
cet-14796	141	28	from	from	ADP
cet-14796	141	29	aerial	aerial	ADJ
cet-14796	141	30	images	image	NOUN
cet-14796	141	31	of	of	ADP
cet-14796	141	32	cotton	cotton	NOUN
cet-14796	141	33	,	,	PUNCT
cet-14796	141	34	agriculture	agriculture	NOUN
cet-14796	141	35	(	(	PUNCT
cet-14796	141	36	switzerland	switzerland	PROPN
cet-14796	141	37	)	)	PUNCT
cet-14796	141	38	,	,	PUNCT
cet-14796	141	39	10(1	10(1	NUM
cet-14796	141	40	)	)	PUNCT
cet-14796	141	41	.	.	PUNCT
cet-14796	142	1	zhou	zhou	PROPN
cet-14796	142	2	h.	h.	PROPN
cet-14796	142	3	,	,	PUNCT
cet-14796	142	4	specht	specht	PROPN
cet-14796	142	5	k.	k.	PROPN
cet-14796	142	6	,	,	PUNCT
cet-14796	142	7	kirby	kirby	PROPN
cet-14796	142	8	c.	c.	PROPN
cet-14796	142	9	k.	k.	PROPN
cet-14796	142	10	,	,	PUNCT
cet-14796	142	11	2022	2022	NUM
cet-14796	142	12	,	,	PUNCT
cet-14796	142	13	consumers	consumer	NOUN
cet-14796	142	14	’	'	PUNCT
cet-14796	142	15	and	and	CCONJ
cet-14796	142	16	stakeholders	stakeholder	NOUN
cet-14796	142	17	’	'	PUNCT
cet-14796	142	18	acceptance	acceptance	NOUN
cet-14796	142	19	of	of	ADP
cet-14796	142	20	indoor	indoor	ADJ
cet-14796	142	21	agritecture	agritecture	NOUN
cet-14796	142	22	in	in	ADP
cet-14796	142	23	shanghai	shanghai	PROPN
cet-14796	142	24	(	(	PUNCT
cet-14796	142	25	china	china	PROPN
cet-14796	142	26	)	)	PUNCT
cet-14796	142	27	,	,	PUNCT
cet-14796	142	28	sustainability	sustainability	NOUN
cet-14796	142	29	(	(	PUNCT
cet-14796	142	30	switzerland	switzerland	PROPN
cet-14796	142	31	)	)	PUNCT
cet-14796	142	32	,	,	PUNCT
cet-14796	142	33	14(5	14(5	NUM
cet-14796	142	34	)	)	PUNCT
cet-14796	142	35	.	.	PUNCT
cet-14796	143	1	6	6	NUM
cet-14796	143	2	color	color	NOUN
cet-14796	143	3	-	-	PUNCT
cet-14796	143	4	based	base	VERB
cet-14796	143	5	detection	detection	NOUN
cet-14796	143	6	and	and	CCONJ
cet-14796	143	7	classification	classification	NOUN
cet-14796	143	8	of	of	ADP
cet-14796	143	9	the	the	DET
cet-14796	143	10	quality	quality	NOUN
cet-14796	143	11	of	of	ADP
cet-14796	143	12	lactuca	lactuca	ADJ
cet-14796	143	13	sativa	sativa	NOUN
cet-14796	143	14	l.	l.	PROPN
cet-14796	143	15	on	on	ADP
cet-14796	143	16	vertical	vertical	ADJ
cet-14796	143	17	indoor	indoor	ADJ
cet-14796	143	18	farming	farming	NOUN
cet-14796	143	19	using	use	VERB
cet-14796	143	20	artificial	artificial	ADJ
cet-14796	143	21	neural	neural	ADJ
cet-14796	143	22	network	network	NOUN
cet-14796	143	23	for	for	ADP
cet-14796	143	24	image	image	NOUN
cet-14796	143	25	processing	processing	NOUN