id	sid	tid	token	lemma	pos
aiti-10926	1	1	microsoft	microsoft	PROPN
aiti-10926	1	2	word	word	NOUN
aiti-10926	1	3	2	2	NUM
aiti-10926	1	4	-	-	PUNCT
aiti-10926	1	5	v8n2(2023)-aiti#10926(100	v8n2(2023)-aiti#10926(100	NOUN
aiti-10926	1	6	-	-	PUNCT
aiti-10926	1	7	110).docx	110).docx	NOUN
aiti-10926	1	8	advances	advance	NOUN
aiti-10926	1	9	in	in	ADP
aiti-10926	1	10	technology	technology	NOUN
aiti-10926	1	11	innovation	innovation	NOUN
aiti-10926	1	12	,	,	PUNCT
aiti-10926	1	13	vol	vol	NOUN
aiti-10926	1	14	.	.	PROPN
aiti-10926	1	15	8	8	NUM
aiti-10926	1	16	,	,	PUNCT
aiti-10926	1	17	no	no	INTJ
aiti-10926	1	18	.	.	NOUN
aiti-10926	1	19	2	2	NUM
aiti-10926	1	20	,	,	PUNCT
aiti-10926	1	21	2023	2023	NUM
aiti-10926	1	22	,	,	PUNCT
aiti-10926	1	23	pp	pp	ADJ
aiti-10926	1	24	.	.	PUNCT
aiti-10926	2	1	100	100	NUM
aiti-10926	2	2	-	-	SYM
aiti-10926	2	3	110	110	NUM
aiti-10926	2	4	an	an	DET
aiti-10926	2	5	image	image	NOUN
aiti-10926	2	6	-	-	PUNCT
aiti-10926	2	7	based	base	VERB
aiti-10926	2	8	rice	rice	NOUN
aiti-10926	2	9	weighing	weighing	NOUN
aiti-10926	2	10	estimation	estimation	NOUN
aiti-10926	2	11	approach	approach	NOUN
aiti-10926	2	12	on	on	ADP
aiti-10926	2	13	clock	clock	NOUN
aiti-10926	2	14	type	type	NOUN
aiti-10926	2	15	weighing	weighing	NOUN
aiti-10926	2	16	scale	scale	NOUN
aiti-10926	2	17	using	use	VERB
aiti-10926	2	18	deep	deep	ADJ
aiti-10926	2	19	learning	learning	NOUN
aiti-10926	2	20	and	and	CCONJ
aiti-10926	2	21	geometric	geometric	ADJ
aiti-10926	2	22	transformations	transformation	NOUN
aiti-10926	2	23	an	an	DET
aiti-10926	2	24	cong	cong	NOUN
aiti-10926	2	25	tran	tran	NOUN
aiti-10926	2	26	*	*	PROPN
aiti-10926	2	27	,	,	PUNCT
aiti-10926	2	28	thanh	thanh	PROPN
aiti-10926	2	29	trinh	trinh	PROPN
aiti-10926	2	30	thi	thi	PROPN
aiti-10926	2	31	kim	kim	PROPN
aiti-10926	2	32	,	,	PUNCT
aiti-10926	2	33	hai	hai	PROPN
aiti-10926	2	34	thanh	thanh	PROPN
aiti-10926	2	35	nguyen	nguyen	PROPN
aiti-10926	2	36	college	college	PROPN
aiti-10926	2	37	of	of	ADP
aiti-10926	2	38	information	information	NOUN
aiti-10926	2	39	and	and	CCONJ
aiti-10926	2	40	communication	communication	NOUN
aiti-10926	2	41	technology	technology	NOUN
aiti-10926	2	42	,	,	PUNCT
aiti-10926	2	43	can	can	AUX
aiti-10926	2	44	tho	tho	PROPN
aiti-10926	2	45	university	university	NOUN
aiti-10926	2	46	,	,	PUNCT
aiti-10926	2	47	can	can	AUX
aiti-10926	2	48	tho	tho	ADV
aiti-10926	2	49	,	,	PUNCT
aiti-10926	2	50	vietnam	vietnam	PROPN
aiti-10926	2	51	received	receive	VERB
aiti-10926	2	52	30	30	NUM
aiti-10926	2	53	september	september	PROPN
aiti-10926	2	54	2022	2022	NUM
aiti-10926	2	55	;	;	PUNCT
aiti-10926	2	56	received	receive	VERB
aiti-10926	2	57	in	in	ADP
aiti-10926	2	58	revised	revise	VERB
aiti-10926	2	59	form	form	NOUN
aiti-10926	2	60	27	27	NUM
aiti-10926	2	61	november	november	PROPN
aiti-10926	2	62	2022	2022	NUM
aiti-10926	2	63	;	;	PUNCT
aiti-10926	2	64	accepted	accept	VERB
aiti-10926	2	65	28	28	NUM
aiti-10926	2	66	november	november	PROPN
aiti-10926	2	67	2022	2022	NUM
aiti-10926	2	68	doi	doi	NOUN
aiti-10926	2	69	:	:	PUNCT
aiti-10926	2	70	https://doi.org/10.46604/aiti.2023.10926	https://doi.org/10.46604/aiti.2023.10926	PROPN
aiti-10926	2	71	abstract	abstract	NOUN
aiti-10926	2	72	ai	ai	VERB
aiti-10926	2	73	impacts	impact	NOUN
aiti-10926	2	74	surrounding	surround	VERB
aiti-10926	2	75	human	human	ADJ
aiti-10926	2	76	life	life	NOUN
aiti-10926	2	77	,	,	PUNCT
aiti-10926	2	78	such	such	ADJ
aiti-10926	2	79	as	as	ADP
aiti-10926	2	80	the	the	DET
aiti-10926	2	81	economy	economy	NOUN
aiti-10926	2	82	,	,	PUNCT
aiti-10926	2	83	health	health	NOUN
aiti-10926	2	84	,	,	PUNCT
aiti-10926	2	85	education	education	NOUN
aiti-10926	2	86	,	,	PUNCT
aiti-10926	2	87	and	and	CCONJ
aiti-10926	2	88	agricultural	agricultural	ADJ
aiti-10926	2	89	production	production	NOUN
aiti-10926	2	90	;	;	PUNCT
aiti-10926	2	91	however	however	ADV
aiti-10926	2	92	,	,	PUNCT
aiti-10926	2	93	the	the	DET
aiti-10926	2	94	crop	crop	NOUN
aiti-10926	2	95	prices	price	NOUN
aiti-10926	2	96	in	in	ADP
aiti-10926	2	97	the	the	DET
aiti-10926	2	98	harvest	harvest	NOUN
aiti-10926	2	99	season	season	NOUN
aiti-10926	2	100	are	be	AUX
aiti-10926	2	101	still	still	ADV
aiti-10926	2	102	on	on	ADP
aiti-10926	2	103	manual	manual	ADJ
aiti-10926	2	104	calculation	calculation	NOUN
aiti-10926	2	105	,	,	PUNCT
aiti-10926	2	106	which	which	PRON
aiti-10926	2	107	causes	cause	VERB
aiti-10926	2	108	doubts	doubt	NOUN
aiti-10926	2	109	about	about	ADP
aiti-10926	2	110	accuracy	accuracy	NOUN
aiti-10926	2	111	.	.	PUNCT
aiti-10926	3	1	in	in	ADP
aiti-10926	3	2	this	this	DET
aiti-10926	3	3	study	study	NOUN
aiti-10926	3	4	,	,	PUNCT
aiti-10926	3	5	an	an	DET
aiti-10926	3	6	image	image	NOUN
aiti-10926	3	7	-	-	PUNCT
aiti-10926	3	8	based	base	VERB
aiti-10926	3	9	approach	approach	NOUN
aiti-10926	3	10	is	be	AUX
aiti-10926	3	11	proposed	propose	VERB
aiti-10926	3	12	to	to	PART
aiti-10926	3	13	help	help	VERB
aiti-10926	3	14	farmers	farmer	NOUN
aiti-10926	3	15	calculate	calculate	VERB
aiti-10926	3	16	rice	rice	NOUN
aiti-10926	3	17	prices	price	NOUN
aiti-10926	3	18	more	more	ADV
aiti-10926	3	19	accurately	accurately	ADV
aiti-10926	3	20	.	.	PUNCT
aiti-10926	4	1	yolov5	yolov5	NOUN
aiti-10926	4	2	is	be	AUX
aiti-10926	4	3	used	use	VERB
aiti-10926	4	4	to	to	PART
aiti-10926	4	5	detect	detect	VERB
aiti-10926	4	6	and	and	CCONJ
aiti-10926	4	7	extract	extract	VERB
aiti-10926	4	8	the	the	DET
aiti-10926	4	9	scales	scale	NOUN
aiti-10926	4	10	in	in	ADP
aiti-10926	4	11	the	the	DET
aiti-10926	4	12	images	image	NOUN
aiti-10926	4	13	taken	take	VERB
aiti-10926	4	14	from	from	ADP
aiti-10926	4	15	the	the	DET
aiti-10926	4	16	harvesting	harvesting	NOUN
aiti-10926	4	17	of	of	ADP
aiti-10926	4	18	rice	rice	NOUN
aiti-10926	4	19	crops	crop	NOUN
aiti-10926	4	20	.	.	PUNCT
aiti-10926	5	1	then	then	ADV
aiti-10926	5	2	,	,	PUNCT
aiti-10926	5	3	various	various	ADJ
aiti-10926	5	4	image	image	NOUN
aiti-10926	5	5	processing	processing	NOUN
aiti-10926	5	6	techniques	technique	NOUN
aiti-10926	5	7	,	,	PUNCT
aiti-10926	5	8	such	such	ADJ
aiti-10926	5	9	as	as	ADP
aiti-10926	5	10	brightness	brightness	NOUN
aiti-10926	5	11	balance	balance	NOUN
aiti-10926	5	12	,	,	PUNCT
aiti-10926	5	13	background	background	NOUN
aiti-10926	5	14	removal	removal	NOUN
aiti-10926	5	15	,	,	PUNCT
aiti-10926	5	16	etc	etc	X
aiti-10926	5	17	.	.	X
aiti-10926	5	18	,	,	PUNCT
aiti-10926	5	19	are	be	AUX
aiti-10926	5	20	compiled	compile	VERB
aiti-10926	5	21	to	to	PART
aiti-10926	5	22	determine	determine	VERB
aiti-10926	5	23	the	the	DET
aiti-10926	5	24	needle	needle	NOUN
aiti-10926	5	25	position	position	NOUN
aiti-10926	5	26	and	and	CCONJ
aiti-10926	5	27	number	number	NOUN
aiti-10926	5	28	on	on	ADP
aiti-10926	5	29	the	the	DET
aiti-10926	5	30	extracted	extract	VERB
aiti-10926	5	31	scale	scale	NOUN
aiti-10926	5	32	.	.	PUNCT
aiti-10926	6	1	lastly	lastly	ADV
aiti-10926	6	2	,	,	PUNCT
aiti-10926	6	3	geometric	geometric	ADJ
aiti-10926	6	4	transformations	transformation	NOUN
aiti-10926	6	5	are	be	AUX
aiti-10926	6	6	proposed	propose	VERB
aiti-10926	6	7	to	to	PART
aiti-10926	6	8	calculate	calculate	VERB
aiti-10926	6	9	the	the	DET
aiti-10926	6	10	weight	weight	NOUN
aiti-10926	6	11	.	.	PUNCT
aiti-10926	7	1	a	a	DET
aiti-10926	7	2	real	real	ADJ
aiti-10926	7	3	dataset	dataset	NOUN
aiti-10926	7	4	of	of	ADP
aiti-10926	7	5	709	709	NUM
aiti-10926	7	6	images	image	NOUN
aiti-10926	7	7	is	be	AUX
aiti-10926	7	8	used	use	VERB
aiti-10926	7	9	for	for	ADP
aiti-10926	7	10	the	the	DET
aiti-10926	7	11	experiment	experiment	NOUN
aiti-10926	7	12	.	.	PUNCT
aiti-10926	8	1	the	the	DET
aiti-10926	8	2	proposed	propose	VERB
aiti-10926	8	3	method	method	NOUN
aiti-10926	8	4	achieves	achieve	VERB
aiti-10926	8	5	good	good	ADJ
aiti-10926	8	6	results	result	NOUN
aiti-10926	8	7	in	in	ADP
aiti-10926	8	8	terms	term	NOUN
aiti-10926	8	9	of	of	ADP
aiti-10926	8	10	map@0.5	map@0.5	PROPN
aiti-10926	8	11	at	at	ADP
aiti-10926	8	12	0.995	0.995	NUM
aiti-10926	8	13	,	,	PUNCT
aiti-10926	8	14	map@[0.5:0.95	map@[0.5:0.95	PROPN
aiti-10926	8	15	]	]	PUNCT
aiti-10926	8	16	at	at	ADP
aiti-10926	8	17	0.830	0.830	NUM
aiti-10926	8	18	for	for	ADP
aiti-10926	8	19	scale	scale	NOUN
aiti-10926	8	20	detection	detection	NOUN
aiti-10926	8	21	,	,	PUNCT
aiti-10926	8	22	and	and	CCONJ
aiti-10926	8	23	mae	mae	PROPN
aiti-10926	8	24	at	at	ADP
aiti-10926	8	25	3.7	3.7	NUM
aiti-10926	8	26	for	for	ADP
aiti-10926	8	27	weight	weight	NOUN
aiti-10926	8	28	calculation	calculation	NOUN
aiti-10926	8	29	.	.	PUNCT
aiti-10926	9	1	keywords	keyword	NOUN
aiti-10926	9	2	:	:	PUNCT
aiti-10926	9	3	scale	scale	NOUN
aiti-10926	9	4	detection	detection	NOUN
aiti-10926	9	5	,	,	PUNCT
aiti-10926	9	6	scale	scale	NOUN
aiti-10926	9	7	value	value	NOUN
aiti-10926	9	8	recognition	recognition	NOUN
aiti-10926	9	9	,	,	PUNCT
aiti-10926	9	10	rice	rice	NOUN
aiti-10926	9	11	weighing	weighing	NOUN
aiti-10926	9	12	,	,	PUNCT
aiti-10926	9	13	geometric	geometric	ADJ
aiti-10926	9	14	transformations	transformation	NOUN
aiti-10926	9	15	,	,	PUNCT
aiti-10926	9	16	deep	deep	ADJ
aiti-10926	9	17	learning	learn	VERB
aiti-10926	9	18	1	1	NUM
aiti-10926	9	19	.	.	PUNCT
aiti-10926	10	1	introduction	introduction	NOUN
aiti-10926	10	2	many	many	ADJ
aiti-10926	10	3	new	new	ADJ
aiti-10926	10	4	technologies	technology	NOUN
aiti-10926	10	5	have	have	AUX
aiti-10926	10	6	been	be	AUX
aiti-10926	10	7	applied	apply	VERB
aiti-10926	10	8	in	in	ADP
aiti-10926	10	9	agriculture	agriculture	NOUN
aiti-10926	10	10	to	to	PART
aiti-10926	10	11	help	help	VERB
aiti-10926	10	12	increase	increase	VERB
aiti-10926	10	13	productivity	productivity	NOUN
aiti-10926	10	14	and	and	CCONJ
aiti-10926	10	15	quality	quality	NOUN
aiti-10926	10	16	.	.	PUNCT
aiti-10926	11	1	for	for	ADP
aiti-10926	11	2	example	example	NOUN
aiti-10926	11	3	,	,	PUNCT
aiti-10926	11	4	machine	machine	NOUN
aiti-10926	11	5	learning	learning	NOUN
aiti-10926	11	6	algorithms	algorithm	NOUN
aiti-10926	11	7	have	have	AUX
aiti-10926	11	8	been	be	AUX
aiti-10926	11	9	proposed	propose	VERB
aiti-10926	11	10	to	to	PART
aiti-10926	11	11	identify	identify	VERB
aiti-10926	11	12	diseases	disease	NOUN
aiti-10926	11	13	in	in	ADP
aiti-10926	11	14	animals	animal	NOUN
aiti-10926	11	15	[	[	X
aiti-10926	11	16	1	1	NUM
aiti-10926	11	17	-	-	SYM
aiti-10926	11	18	2	2	NUM
aiti-10926	11	19	]	]	PUNCT
aiti-10926	11	20	and	and	CCONJ
aiti-10926	11	21	plants	plant	NOUN
aiti-10926	11	22	[	[	X
aiti-10926	11	23	3	3	NUM
aiti-10926	11	24	]	]	PUNCT
aiti-10926	11	25	;	;	PUNCT
aiti-10926	11	26	develop	develop	VERB
aiti-10926	11	27	post	post	ADJ
aiti-10926	11	28	-	-	ADJ
aiti-10926	11	29	harvest	harvest	ADJ
aiti-10926	11	30	support	support	NOUN
aiti-10926	11	31	technologies	technology	NOUN
aiti-10926	11	32	[	[	X
aiti-10926	11	33	4	4	NUM
aiti-10926	11	34	-	-	SYM
aiti-10926	11	35	5	5	NUM
aiti-10926	11	36	]	]	PUNCT
aiti-10926	11	37	to	to	PART
aiti-10926	11	38	assist	assist	VERB
aiti-10926	11	39	farmers	farmer	NOUN
aiti-10926	11	40	;	;	PUNCT
aiti-10926	11	41	and	and	CCONJ
aiti-10926	11	42	protect	protect	VERB
aiti-10926	11	43	data	datum	NOUN
aiti-10926	11	44	for	for	ADP
aiti-10926	11	45	internet	internet	NOUN
aiti-10926	11	46	business	business	NOUN
aiti-10926	11	47	secrets	secret	NOUN
aiti-10926	11	48	[	[	X
aiti-10926	11	49	6	6	NUM
aiti-10926	11	50	]	]	PUNCT
aiti-10926	11	51	.	.	PUNCT
aiti-10926	12	1	harvest	harvest	NOUN
aiti-10926	12	2	season	season	NOUN
aiti-10926	12	3	is	be	AUX
aiti-10926	12	4	an	an	DET
aiti-10926	12	5	important	important	ADJ
aiti-10926	12	6	time	time	NOUN
aiti-10926	12	7	to	to	PART
aiti-10926	12	8	collect	collect	VERB
aiti-10926	12	9	the	the	DET
aiti-10926	12	10	crops	crop	NOUN
aiti-10926	12	11	that	that	PRON
aiti-10926	12	12	are	be	AUX
aiti-10926	12	13	grown	grow	VERB
aiti-10926	12	14	by	by	ADP
aiti-10926	12	15	farmers	farmer	NOUN
aiti-10926	12	16	.	.	PUNCT
aiti-10926	13	1	in	in	ADP
aiti-10926	13	2	addition	addition	NOUN
aiti-10926	13	3	,	,	PUNCT
aiti-10926	13	4	farmers	farmer	NOUN
aiti-10926	13	5	may	may	AUX
aiti-10926	13	6	want	want	VERB
aiti-10926	13	7	to	to	PART
aiti-10926	13	8	estimate	estimate	VERB
aiti-10926	13	9	the	the	DET
aiti-10926	13	10	weight	weight	NOUN
aiti-10926	13	11	and	and	CCONJ
aiti-10926	13	12	quantity	quantity	NOUN
aiti-10926	13	13	of	of	ADP
aiti-10926	13	14	their	their	PRON
aiti-10926	13	15	products	product	NOUN
aiti-10926	13	16	for	for	ADP
aiti-10926	13	17	sale	sale	NOUN
aiti-10926	13	18	activities	activity	NOUN
aiti-10926	13	19	.	.	PUNCT
aiti-10926	14	1	vietnam	vietnam	PROPN
aiti-10926	14	2	has	have	VERB
aiti-10926	14	3	a	a	DET
aiti-10926	14	4	highly	highly	ADV
aiti-10926	14	5	developed	develop	VERB
aiti-10926	14	6	agriculture	agriculture	NOUN
aiti-10926	14	7	,	,	PUNCT
aiti-10926	14	8	especially	especially	ADV
aiti-10926	14	9	millions	million	NOUN
aiti-10926	14	10	of	of	ADP
aiti-10926	14	11	tons	ton	NOUN
aiti-10926	14	12	of	of	ADP
aiti-10926	14	13	wet	wet	ADJ
aiti-10926	14	14	rice	rice	NOUN
aiti-10926	14	15	production	production	NOUN
aiti-10926	14	16	every	every	DET
aiti-10926	14	17	year†	year†	NOUN
aiti-10926	14	18	,	,	PUNCT
aiti-10926	14	19	and	and	CCONJ
aiti-10926	14	20	it	it	PRON
aiti-10926	14	21	continues	continue	VERB
aiti-10926	14	22	to	to	PART
aiti-10926	14	23	increase	increase	VERB
aiti-10926	14	24	over	over	ADP
aiti-10926	14	25	the	the	DET
aiti-10926	14	26	years	year	NOUN
aiti-10926	15	1	[	[	X
aiti-10926	15	2	7	7	NUM
aiti-10926	15	3	]	]	PUNCT
aiti-10926	15	4	.	.	PUNCT
aiti-10926	16	1	every	every	DET
aiti-10926	16	2	year	year	NOUN
aiti-10926	16	3	,	,	PUNCT
aiti-10926	16	4	farmers	farmer	NOUN
aiti-10926	16	5	usually	usually	ADV
aiti-10926	16	6	have	have	VERB
aiti-10926	16	7	to	to	PART
aiti-10926	16	8	harvest	harvest	VERB
aiti-10926	16	9	2	2	NUM
aiti-10926	16	10	-	-	SYM
aiti-10926	16	11	3	3	NUM
aiti-10926	16	12	rice	rice	NOUN
aiti-10926	16	13	crops	crop	NOUN
aiti-10926	17	1	[	[	X
aiti-10926	17	2	8	8	NUM
aiti-10926	17	3	]	]	PUNCT
aiti-10926	17	4	,	,	PUNCT
aiti-10926	17	5	and	and	CCONJ
aiti-10926	17	6	calculating	calculate	VERB
aiti-10926	17	7	the	the	DET
aiti-10926	17	8	payment	payment	NOUN
aiti-10926	17	9	is	be	AUX
aiti-10926	17	10	an	an	DET
aiti-10926	17	11	indispensable	indispensable	ADJ
aiti-10926	17	12	task	task	NOUN
aiti-10926	17	13	in	in	ADP
aiti-10926	17	14	the	the	DET
aiti-10926	17	15	production	production	NOUN
aiti-10926	17	16	process	process	NOUN
aiti-10926	17	17	.	.	PUNCT
aiti-10926	18	1	the	the	DET
aiti-10926	18	2	calculation	calculation	NOUN
aiti-10926	18	3	of	of	ADP
aiti-10926	18	4	rice	rice	NOUN
aiti-10926	18	5	prices	price	NOUN
aiti-10926	18	6	is	be	AUX
aiti-10926	18	7	not	not	PART
aiti-10926	18	8	too	too	ADV
aiti-10926	18	9	complicated	complicated	ADJ
aiti-10926	18	10	,	,	PUNCT
aiti-10926	18	11	yet	yet	CCONJ
aiti-10926	18	12	it	it	PRON
aiti-10926	18	13	still	still	ADV
aiti-10926	18	14	requires	require	VERB
aiti-10926	18	15	accuracy	accuracy	NOUN
aiti-10926	18	16	and	and	CCONJ
aiti-10926	18	17	speed	speed	NOUN
aiti-10926	18	18	.	.	PUNCT
aiti-10926	19	1	therefore	therefore	ADV
aiti-10926	19	2	,	,	PUNCT
aiti-10926	19	3	farmers	farmer	NOUN
aiti-10926	19	4	usually	usually	ADV
aiti-10926	19	5	use	use	VERB
aiti-10926	19	6	applications	application	NOUN
aiti-10926	19	7	to	to	PART
aiti-10926	19	8	calculate	calculate	VERB
aiti-10926	19	9	the	the	DET
aiti-10926	19	10	payment	payment	NOUN
aiti-10926	19	11	by	by	ADP
aiti-10926	19	12	entering	enter	VERB
aiti-10926	19	13	the	the	DET
aiti-10926	19	14	numbers	number	NOUN
aiti-10926	19	15	manually	manually	ADV
aiti-10926	19	16	.	.	PUNCT
aiti-10926	20	1	this	this	PRON
aiti-10926	20	2	helps	help	VERB
aiti-10926	20	3	farmers	farmer	NOUN
aiti-10926	20	4	calculate	calculate	VERB
aiti-10926	20	5	the	the	DET
aiti-10926	20	6	payment	payment	NOUN
aiti-10926	20	7	quicker	quick	ADV
aiti-10926	20	8	and	and	CCONJ
aiti-10926	20	9	more	more	ADV
aiti-10926	20	10	accurately	accurately	ADV
aiti-10926	20	11	than	than	ADP
aiti-10926	20	12	the	the	DET
aiti-10926	20	13	traditional	traditional	ADJ
aiti-10926	20	14	method	method	NOUN
aiti-10926	20	15	.	.	PUNCT
aiti-10926	21	1	however	however	ADV
aiti-10926	21	2	,	,	PUNCT
aiti-10926	21	3	since	since	SCONJ
aiti-10926	21	4	the	the	DET
aiti-10926	21	5	calculation	calculation	NOUN
aiti-10926	21	6	is	be	AUX
aiti-10926	21	7	observed	observe	VERB
aiti-10926	21	8	by	by	ADP
aiti-10926	21	9	human	human	ADJ
aiti-10926	21	10	eyes	eye	NOUN
aiti-10926	21	11	,	,	PUNCT
aiti-10926	21	12	errors	error	NOUN
aiti-10926	21	13	may	may	AUX
aiti-10926	21	14	occur	occur	VERB
aiti-10926	21	15	in	in	ADP
aiti-10926	21	16	manual	manual	ADJ
aiti-10926	21	17	calculation	calculation	NOUN
aiti-10926	21	18	and	and	CCONJ
aiti-10926	21	19	the	the	DET
aiti-10926	21	20	results	result	NOUN
aiti-10926	21	21	may	may	AUX
aiti-10926	21	22	be	be	AUX
aiti-10926	21	23	incorrect	incorrect	ADJ
aiti-10926	21	24	.	.	PUNCT
aiti-10926	22	1	with	with	ADP
aiti-10926	22	2	the	the	DET
aiti-10926	22	3	current	current	ADJ
aiti-10926	22	4	trend	trend	NOUN
aiti-10926	22	5	of	of	ADP
aiti-10926	22	6	ai	ai	NOUN
aiti-10926	22	7	,	,	PUNCT
aiti-10926	22	8	some	some	DET
aiti-10926	22	9	computer	computer	NOUN
aiti-10926	22	10	-	-	PUNCT
aiti-10926	22	11	based	base	VERB
aiti-10926	22	12	methods	method	NOUN
aiti-10926	22	13	can	can	AUX
aiti-10926	22	14	be	be	AUX
aiti-10926	22	15	developed	develop	VERB
aiti-10926	22	16	to	to	PART
aiti-10926	22	17	read	read	VERB
aiti-10926	22	18	the	the	DET
aiti-10926	22	19	weight	weight	NOUN
aiti-10926	22	20	from	from	ADP
aiti-10926	22	21	the	the	DET
aiti-10926	22	22	scale	scale	NOUN
aiti-10926	22	23	.	.	PUNCT
aiti-10926	23	1	the	the	DET
aiti-10926	23	2	application	application	NOUN
aiti-10926	23	3	of	of	ADP
aiti-10926	23	4	image	image	NOUN
aiti-10926	23	5	processing	processing	NOUN
aiti-10926	23	6	techniques	technique	NOUN
aiti-10926	23	7	and	and	CCONJ
aiti-10926	23	8	machine	machine	NOUN
aiti-10926	23	9	learning	learning	NOUN
aiti-10926	23	10	can	can	AUX
aiti-10926	23	11	help	help	VERB
aiti-10926	23	12	farmers	farmer	NOUN
aiti-10926	23	13	calculate	calculate	VERB
aiti-10926	23	14	rice	rice	NOUN
aiti-10926	23	15	prices	price	NOUN
aiti-10926	23	16	,	,	PUNCT
aiti-10926	23	17	meanwhile	meanwhile	ADV
aiti-10926	23	18	,	,	PUNCT
aiti-10926	23	19	correcting	correct	VERB
aiti-10926	23	20	data	data	NOUN
aiti-10926	23	21	entry	entry	NOUN
aiti-10926	23	22	and	and	CCONJ
aiti-10926	23	23	manual	manual	ADJ
aiti-10926	23	24	calculation	calculation	NOUN
aiti-10926	23	25	errors	error	NOUN
aiti-10926	23	26	.	.	PUNCT
aiti-10926	24	1	although	although	SCONJ
aiti-10926	24	2	these	these	DET
aiti-10926	24	3	methods	method	NOUN
aiti-10926	24	4	are	be	AUX
aiti-10926	24	5	not	not	PART
aiti-10926	24	6	complex	complex	ADJ
aiti-10926	24	7	,	,	PUNCT
aiti-10926	24	8	precise	precise	ADJ
aiti-10926	24	9	numbers	number	NOUN
aiti-10926	24	10	and	and	CCONJ
aiti-10926	24	11	good	good	ADJ
aiti-10926	24	12	efficiency	efficiency	NOUN
aiti-10926	24	13	are	be	AUX
aiti-10926	24	14	necessary	necessary	ADJ
aiti-10926	24	15	for	for	ADP
aiti-10926	24	16	farmers	farmer	NOUN
aiti-10926	24	17	’	'	PUNCT
aiti-10926	24	18	benefit	benefit	NOUN
aiti-10926	24	19	.	.	PUNCT
aiti-10926	25	1	the	the	DET
aiti-10926	25	2	manual	manual	ADJ
aiti-10926	25	3	calculation	calculation	NOUN
aiti-10926	25	4	is	be	AUX
aiti-10926	25	5	still	still	ADV
aiti-10926	25	6	problematic	problematic	ADJ
aiti-10926	25	7	frequently	frequently	ADV
aiti-10926	25	8	because	because	SCONJ
aiti-10926	25	9	it	it	PRON
aiti-10926	25	10	is	be	AUX
aiti-10926	25	11	very	very	ADV
aiti-10926	25	12	time	time	NOUN
aiti-10926	25	13	-	-	PUNCT
aiti-10926	25	14	consuming	consume	VERB
aiti-10926	25	15	or	or	CCONJ
aiti-10926	25	16	leads	lead	VERB
aiti-10926	25	17	to	to	ADP
aiti-10926	25	18	miscalculations	miscalculation	NOUN
aiti-10926	25	19	;	;	PUNCT
aiti-10926	25	20	moreover	moreover	ADV
aiti-10926	25	21	,	,	PUNCT
aiti-10926	25	22	there	there	PRON
aiti-10926	25	23	are	be	VERB
aiti-10926	25	24	no	no	DET
aiti-10926	25	25	images	image	NOUN
aiti-10926	25	26	for	for	ADP
aiti-10926	25	27	further	further	ADJ
aiti-10926	25	28	comparisons	comparison	NOUN
aiti-10926	25	29	.	.	PUNCT
aiti-10926	26	1	this	this	DET
aiti-10926	26	2	study	study	NOUN
aiti-10926	26	3	aims	aim	VERB
aiti-10926	26	4	to	to	PART
aiti-10926	26	5	provide	provide	VERB
aiti-10926	26	6	solutions	solution	NOUN
aiti-10926	26	7	for	for	ADP
aiti-10926	26	8	*	*	PUNCT
aiti-10926	26	9	corresponding	correspond	VERB
aiti-10926	26	10	author	author	NOUN
aiti-10926	26	11	.	.	PUNCT
aiti-10926	27	1	e	e	X
aiti-10926	27	2	-	-	NOUN
aiti-10926	27	3	mail	mail	NOUN
aiti-10926	27	4	address	address	NOUN
aiti-10926	27	5	:	:	PUNCT
aiti-10926	27	6	tcan@cit.ctu.edu.vn	tcan@cit.ctu.edu.vn	PROPN
aiti-10926	27	7	†	†	PROPN
aiti-10926	27	8	production	production	NOUN
aiti-10926	27	9	volume	volume	NOUN
aiti-10926	27	10	of	of	ADP
aiti-10926	27	11	rice	rice	NOUN
aiti-10926	27	12	paddy	paddy	NOUN
aiti-10926	27	13	in	in	ADP
aiti-10926	27	14	vietnam	vietnam	PROPN
aiti-10926	27	15	from	from	ADP
aiti-10926	27	16	2011	2011	NUM
aiti-10926	27	17	to	to	ADP
aiti-10926	27	18	2021	2021	NUM
aiti-10926	27	19	,	,	PUNCT
aiti-10926	27	20	https://www.statista.com/statistics/671339/production-of-paddy-in-vietnam/.	https://www.statista.com/statistics/671339/production-of-paddy-in-vietnam/.	CCONJ
aiti-10926	27	21	advances	advance	NOUN
aiti-10926	27	22	in	in	ADP
aiti-10926	27	23	technology	technology	NOUN
aiti-10926	27	24	innovation	innovation	NOUN
aiti-10926	27	25	,	,	PUNCT
aiti-10926	27	26	vol	vol	NOUN
aiti-10926	27	27	.	.	PROPN
aiti-10926	27	28	8	8	NUM
aiti-10926	27	29	,	,	PUNCT
aiti-10926	27	30	no	no	INTJ
aiti-10926	27	31	.	.	NOUN
aiti-10926	27	32	2	2	NUM
aiti-10926	27	33	,	,	PUNCT
aiti-10926	27	34	2023	2023	NUM
aiti-10926	27	35	,	,	PUNCT
aiti-10926	27	36	pp	pp	ADJ
aiti-10926	27	37	.	.	PUNCT
aiti-10926	28	1	100	100	NUM
aiti-10926	28	2	-	-	SYM
aiti-10926	28	3	110	110	NUM
aiti-10926	28	4	101	101	NUM
aiti-10926	28	5	farmers	farmer	NOUN
aiti-10926	28	6	to	to	PART
aiti-10926	28	7	improve	improve	VERB
aiti-10926	28	8	rice	rice	NOUN
aiti-10926	28	9	payment	payment	NOUN
aiti-10926	28	10	calculations	calculation	NOUN
aiti-10926	28	11	and	and	CCONJ
aiti-10926	28	12	overcome	overcome	VERB
aiti-10926	28	13	some	some	DET
aiti-10926	28	14	possible	possible	ADJ
aiti-10926	28	15	issues	issue	NOUN
aiti-10926	28	16	,	,	PUNCT
aiti-10926	28	17	including	include	VERB
aiti-10926	28	18	the	the	DET
aiti-10926	28	19	reduction	reduction	NOUN
aiti-10926	28	20	of	of	ADP
aiti-10926	28	21	calculation	calculation	NOUN
aiti-10926	28	22	time	time	NOUN
aiti-10926	28	23	and	and	CCONJ
aiti-10926	28	24	wrong	wrong	ADJ
aiti-10926	28	25	calculations	calculation	NOUN
aiti-10926	28	26	.	.	PUNCT
aiti-10926	29	1	when	when	SCONJ
aiti-10926	29	2	farmers	farmer	NOUN
aiti-10926	29	3	or	or	CCONJ
aiti-10926	29	4	rice	rice	NOUN
aiti-10926	29	5	buyers	buyer	NOUN
aiti-10926	29	6	enter	enter	VERB
aiti-10926	29	7	a	a	DET
aiti-10926	29	8	wrong	wrong	ADJ
aiti-10926	29	9	result	result	NOUN
aiti-10926	29	10	,	,	PUNCT
aiti-10926	29	11	they	they	PRON
aiti-10926	29	12	can	can	AUX
aiti-10926	29	13	use	use	VERB
aiti-10926	29	14	the	the	DET
aiti-10926	29	15	captured	capture	VERB
aiti-10926	29	16	images	image	NOUN
aiti-10926	29	17	to	to	PART
aiti-10926	29	18	check	check	VERB
aiti-10926	29	19	and	and	CCONJ
aiti-10926	29	20	correct	correct	VERB
aiti-10926	29	21	the	the	DET
aiti-10926	29	22	results	result	NOUN
aiti-10926	29	23	.	.	PUNCT
aiti-10926	30	1	although	although	SCONJ
aiti-10926	30	2	an	an	DET
aiti-10926	30	3	electronic	electronic	ADJ
aiti-10926	30	4	scale	scale	NOUN
aiti-10926	30	5	provides	provide	VERB
aiti-10926	30	6	great	great	ADJ
aiti-10926	30	7	accuracy	accuracy	NOUN
aiti-10926	30	8	,	,	PUNCT
aiti-10926	30	9	the	the	DET
aiti-10926	30	10	price	price	NOUN
aiti-10926	30	11	of	of	ADP
aiti-10926	30	12	electronic	electronic	ADJ
aiti-10926	30	13	scales	scale	NOUN
aiti-10926	30	14	is	be	AUX
aiti-10926	30	15	often	often	ADV
aiti-10926	30	16	higher	high	ADJ
aiti-10926	30	17	than	than	ADP
aiti-10926	30	18	clock	clock	NOUN
aiti-10926	30	19	-	-	PUNCT
aiti-10926	30	20	type	type	NOUN
aiti-10926	30	21	weighing	weighing	NOUN
aiti-10926	30	22	scales	scale	NOUN
aiti-10926	30	23	.	.	PUNCT
aiti-10926	31	1	an	an	DET
aiti-10926	31	2	electronic	electronic	ADJ
aiti-10926	31	3	scale	scale	NOUN
aiti-10926	31	4	has	have	VERB
aiti-10926	31	5	a	a	DET
aiti-10926	31	6	tempered	temper	VERB
aiti-10926	31	7	glass	glass	NOUN
aiti-10926	31	8	scale	scale	NOUN
aiti-10926	31	9	surface	surface	NOUN
aiti-10926	31	10	.	.	PUNCT
aiti-10926	32	1	there	there	PRON
aiti-10926	32	2	is	be	VERB
aiti-10926	32	3	a	a	DET
aiti-10926	32	4	risk	risk	NOUN
aiti-10926	32	5	of	of	ADP
aiti-10926	32	6	scratches	scratch	NOUN
aiti-10926	32	7	or	or	CCONJ
aiti-10926	32	8	breakage	breakage	VERB
aiti-10926	32	9	if	if	SCONJ
aiti-10926	32	10	the	the	DET
aiti-10926	32	11	user	user	NOUN
aiti-10926	32	12	is	be	AUX
aiti-10926	32	13	not	not	PART
aiti-10926	32	14	careful	careful	ADJ
aiti-10926	32	15	or	or	CCONJ
aiti-10926	32	16	moves	move	VERB
aiti-10926	32	17	around	around	ADP
aiti-10926	32	18	a	a	DET
aiti-10926	32	19	lot	lot	NOUN
aiti-10926	32	20	while	while	SCONJ
aiti-10926	32	21	weighing	weigh	VERB
aiti-10926	32	22	.	.	PUNCT
aiti-10926	33	1	in	in	ADP
aiti-10926	33	2	addition	addition	NOUN
aiti-10926	33	3	,	,	PUNCT
aiti-10926	33	4	farmers	farmer	NOUN
aiti-10926	33	5	harvest	harvest	VERB
aiti-10926	33	6	and	and	CCONJ
aiti-10926	33	7	pack	pack	VERB
aiti-10926	33	8	rice	rice	NOUN
aiti-10926	33	9	directly	directly	ADV
aiti-10926	33	10	in	in	ADP
aiti-10926	33	11	the	the	DET
aiti-10926	33	12	rice	rice	NOUN
aiti-10926	33	13	fields	field	NOUN
aiti-10926	33	14	so	so	SCONJ
aiti-10926	33	15	that	that	SCONJ
aiti-10926	33	16	electronic	electronic	ADJ
aiti-10926	33	17	scales	scale	NOUN
aiti-10926	33	18	with	with	ADP
aiti-10926	33	19	batteries	battery	NOUN
aiti-10926	33	20	may	may	AUX
aiti-10926	33	21	be	be	AUX
aiti-10926	33	22	damaged	damage	VERB
aiti-10926	33	23	by	by	ADP
aiti-10926	33	24	contact	contact	NOUN
aiti-10926	33	25	with	with	ADP
aiti-10926	33	26	water	water	NOUN
aiti-10926	33	27	or	or	CCONJ
aiti-10926	33	28	swampy	swampy	NOUN
aiti-10926	33	29	.	.	PUNCT
aiti-10926	34	1	mechanical	mechanical	ADJ
aiti-10926	34	2	scales	scale	NOUN
aiti-10926	34	3	such	such	ADJ
aiti-10926	34	4	as	as	ADP
aiti-10926	34	5	clock	clock	NOUN
aiti-10926	34	6	scales	scale	NOUN
aiti-10926	34	7	usually	usually	ADV
aiti-10926	34	8	have	have	VERB
aiti-10926	34	9	a	a	DET
aiti-10926	34	10	longer	long	ADJ
aiti-10926	34	11	life	life	NOUN
aiti-10926	34	12	than	than	ADP
aiti-10926	34	13	electronic	electronic	ADJ
aiti-10926	34	14	scales	scale	NOUN
aiti-10926	34	15	.	.	PUNCT
aiti-10926	35	1	therefore	therefore	ADV
aiti-10926	35	2	,	,	PUNCT
aiti-10926	35	3	it	it	PRON
aiti-10926	35	4	would	would	AUX
aiti-10926	35	5	be	be	AUX
aiti-10926	35	6	appropriate	appropriate	ADJ
aiti-10926	35	7	to	to	PART
aiti-10926	35	8	use	use	VERB
aiti-10926	35	9	a	a	DET
aiti-10926	35	10	traditional	traditional	ADJ
aiti-10926	35	11	clock	clock	NOUN
aiti-10926	35	12	scale	scale	NOUN
aiti-10926	35	13	directly	directly	ADV
aiti-10926	35	14	in	in	ADP
aiti-10926	35	15	the	the	DET
aiti-10926	35	16	rice	rice	NOUN
aiti-10926	35	17	fields	field	NOUN
aiti-10926	35	18	.	.	PUNCT
aiti-10926	36	1	in	in	ADP
aiti-10926	36	2	this	this	DET
aiti-10926	36	3	study	study	NOUN
aiti-10926	36	4	,	,	PUNCT
aiti-10926	36	5	the	the	DET
aiti-10926	36	6	information	information	NOUN
aiti-10926	36	7	displayed	display	VERB
aiti-10926	36	8	on	on	ADP
aiti-10926	36	9	the	the	DET
aiti-10926	36	10	scale	scale	NOUN
aiti-10926	36	11	is	be	AUX
aiti-10926	36	12	extracted	extract	VERB
aiti-10926	36	13	from	from	ADP
aiti-10926	36	14	the	the	DET
aiti-10926	36	15	images	image	NOUN
aiti-10926	36	16	captured	capture	VERB
aiti-10926	36	17	during	during	ADP
aiti-10926	36	18	harvest	harvest	NOUN
aiti-10926	36	19	crops	crop	NOUN
aiti-10926	36	20	using	use	VERB
aiti-10926	36	21	object	object	NOUN
aiti-10926	36	22	recognition	recognition	NOUN
aiti-10926	36	23	and	and	CCONJ
aiti-10926	36	24	image	image	NOUN
aiti-10926	36	25	processing	processing	NOUN
aiti-10926	36	26	techniques	technique	NOUN
aiti-10926	36	27	.	.	PUNCT
aiti-10926	37	1	the	the	DET
aiti-10926	37	2	combination	combination	NOUN
aiti-10926	37	3	of	of	ADP
aiti-10926	37	4	several	several	ADJ
aiti-10926	37	5	geometric	geometric	ADJ
aiti-10926	37	6	transformations	transformation	NOUN
aiti-10926	37	7	calculates	calculate	VERB
aiti-10926	37	8	the	the	DET
aiti-10926	37	9	weight	weight	NOUN
aiti-10926	37	10	and	and	CCONJ
aiti-10926	37	11	amount	amount	NOUN
aiti-10926	37	12	of	of	ADP
aiti-10926	37	13	payment	payment	NOUN
aiti-10926	37	14	to	to	PART
aiti-10926	37	15	support	support	VERB
aiti-10926	37	16	farmers	farmer	NOUN
aiti-10926	37	17	and	and	CCONJ
aiti-10926	37	18	poses	pose	VERB
aiti-10926	37	19	an	an	DET
aiti-10926	37	20	ai	ai	NOUN
aiti-10926	37	21	solution	solution	NOUN
aiti-10926	37	22	to	to	ADP
aiti-10926	37	23	smart	smart	ADJ
aiti-10926	37	24	agriculture	agriculture	NOUN
aiti-10926	37	25	.	.	PUNCT
aiti-10926	38	1	the	the	DET
aiti-10926	38	2	remainder	remainder	NOUN
aiti-10926	38	3	of	of	ADP
aiti-10926	38	4	this	this	DET
aiti-10926	38	5	paper	paper	NOUN
aiti-10926	38	6	is	be	AUX
aiti-10926	38	7	organized	organize	VERB
aiti-10926	38	8	as	as	SCONJ
aiti-10926	38	9	follows	follow	VERB
aiti-10926	38	10	.	.	PUNCT
aiti-10926	39	1	section	section	NOUN
aiti-10926	39	2	2	2	NUM
aiti-10926	39	3	provides	provide	VERB
aiti-10926	39	4	a	a	DET
aiti-10926	39	5	literature	literature	NOUN
aiti-10926	39	6	review	review	NOUN
aiti-10926	39	7	related	relate	VERB
aiti-10926	39	8	to	to	ADP
aiti-10926	39	9	solutions	solution	NOUN
aiti-10926	39	10	in	in	ADP
aiti-10926	39	11	smart	smart	ADJ
aiti-10926	39	12	agriculture	agriculture	NOUN
aiti-10926	39	13	.	.	PUNCT
aiti-10926	40	1	the	the	DET
aiti-10926	40	2	system	system	NOUN
aiti-10926	40	3	architecture	architecture	NOUN
aiti-10926	40	4	and	and	CCONJ
aiti-10926	40	5	problem	problem	NOUN
aiti-10926	40	6	-	-	PUNCT
aiti-10926	40	7	solving	solve	VERB
aiti-10926	40	8	methods	method	NOUN
aiti-10926	40	9	are	be	AUX
aiti-10926	40	10	described	describe	VERB
aiti-10926	40	11	in	in	ADP
aiti-10926	40	12	section	section	NOUN
aiti-10926	40	13	3	3	NUM
aiti-10926	40	14	.	.	PUNCT
aiti-10926	40	15	section	section	NOUN
aiti-10926	40	16	4	4	NUM
aiti-10926	40	17	presents	present	VERB
aiti-10926	41	1	and	and	CCONJ
aiti-10926	41	2	describes	describe	VERB
aiti-10926	41	3	experimental	experimental	ADJ
aiti-10926	41	4	results	result	NOUN
aiti-10926	41	5	and	and	CCONJ
aiti-10926	41	6	discussion	discussion	NOUN
aiti-10926	41	7	.	.	PUNCT
aiti-10926	42	1	finally	finally	ADV
aiti-10926	42	2	,	,	PUNCT
aiti-10926	42	3	section	section	NOUN
aiti-10926	42	4	5	5	NUM
aiti-10926	42	5	shows	show	VERB
aiti-10926	42	6	a	a	DET
aiti-10926	42	7	brief	brief	ADJ
aiti-10926	42	8	conclusion	conclusion	NOUN
aiti-10926	42	9	and	and	CCONJ
aiti-10926	42	10	future	future	ADJ
aiti-10926	42	11	work	work	NOUN
aiti-10926	42	12	.	.	PUNCT
aiti-10926	43	1	2	2	X
aiti-10926	43	2	.	.	X
aiti-10926	43	3	literature	literature	NOUN
aiti-10926	43	4	review	review	PROPN
aiti-10926	43	5	machine	machine	NOUN
aiti-10926	43	6	learning	learning	NOUN
aiti-10926	43	7	techniques	technique	NOUN
aiti-10926	43	8	are	be	AUX
aiti-10926	43	9	widely	widely	ADV
aiti-10926	43	10	used	use	VERB
aiti-10926	43	11	in	in	ADP
aiti-10926	43	12	applications	application	NOUN
aiti-10926	43	13	that	that	PRON
aiti-10926	43	14	support	support	VERB
aiti-10926	43	15	agricultural	agricultural	ADJ
aiti-10926	43	16	activities	activity	NOUN
aiti-10926	43	17	.	.	PUNCT
aiti-10926	44	1	by	by	ADP
aiti-10926	44	2	providing	provide	VERB
aiti-10926	44	3	useful	useful	ADJ
aiti-10926	44	4	applications	application	NOUN
aiti-10926	44	5	and	and	CCONJ
aiti-10926	44	6	crop	crop	NOUN
aiti-10926	44	7	insights	insight	NOUN
aiti-10926	44	8	,	,	PUNCT
aiti-10926	44	9	machine	machine	NOUN
aiti-10926	44	10	learning	learning	NOUN
aiti-10926	44	11	techniques	technique	NOUN
aiti-10926	44	12	benefited	benefit	VERB
aiti-10926	44	13	farmers	farmer	NOUN
aiti-10926	44	14	by	by	ADP
aiti-10926	44	15	minimizing	minimize	VERB
aiti-10926	44	16	agricultural	agricultural	ADJ
aiti-10926	44	17	losses	loss	NOUN
aiti-10926	44	18	[	[	X
aiti-10926	44	19	9	9	NUM
aiti-10926	44	20	-	-	SYM
aiti-10926	44	21	10	10	NUM
aiti-10926	44	22	]	]	PUNCT
aiti-10926	44	23	.	.	PUNCT
aiti-10926	45	1	numerous	numerous	ADJ
aiti-10926	45	2	applications	application	NOUN
aiti-10926	45	3	were	be	AUX
aiti-10926	45	4	presented	present	VERB
aiti-10926	45	5	for	for	ADP
aiti-10926	45	6	crop	crop	NOUN
aiti-10926	45	7	management	management	NOUN
aiti-10926	45	8	,	,	PUNCT
aiti-10926	45	9	crop	crop	NOUN
aiti-10926	45	10	yield	yield	NOUN
aiti-10926	45	11	prediction	prediction	NOUN
aiti-10926	45	12	,	,	PUNCT
aiti-10926	45	13	plant	plant	NOUN
aiti-10926	45	14	disease	disease	NOUN
aiti-10926	45	15	detection	detection	NOUN
aiti-10926	45	16	,	,	PUNCT
aiti-10926	45	17	agricultural	agricultural	ADJ
aiti-10926	45	18	land	land	NOUN
aiti-10926	45	19	use	use	NOUN
aiti-10926	45	20	monitoring	monitoring	NOUN
aiti-10926	45	21	,	,	PUNCT
aiti-10926	45	22	water	water	NOUN
aiti-10926	45	23	,	,	PUNCT
aiti-10926	45	24	and	and	CCONJ
aiti-10926	45	25	soil	soil	NOUN
aiti-10926	45	26	conditions	condition	NOUN
aiti-10926	45	27	[	[	X
aiti-10926	45	28	11	11	NUM
aiti-10926	45	29	]	]	PUNCT
aiti-10926	45	30	.	.	PUNCT
aiti-10926	46	1	plenty	plenty	NOUN
aiti-10926	46	2	of	of	ADP
aiti-10926	46	3	techniques	technique	NOUN
aiti-10926	46	4	based	base	VERB
aiti-10926	46	5	on	on	ADP
aiti-10926	46	6	information	information	NOUN
aiti-10926	46	7	technology	technology	NOUN
aiti-10926	46	8	are	be	AUX
aiti-10926	46	9	applied	apply	VERB
aiti-10926	46	10	to	to	PART
aiti-10926	46	11	improve	improve	VERB
aiti-10926	46	12	efficiency	efficiency	NOUN
aiti-10926	46	13	in	in	ADP
aiti-10926	46	14	agriculture	agriculture	NOUN
aiti-10926	46	15	,	,	PUNCT
aiti-10926	46	16	including	include	VERB
aiti-10926	46	17	sensor	sensor	NOUN
aiti-10926	46	18	data	datum	NOUN
aiti-10926	46	19	processing	processing	NOUN
aiti-10926	46	20	from	from	ADP
aiti-10926	46	21	internet	internet	NOUN
aiti-10926	46	22	-	-	PUNCT
aiti-10926	46	23	of	of	ADP
aiti-10926	46	24	-	-	PUNCT
aiti-10926	46	25	thing	thing	NOUN
aiti-10926	46	26	systems	system	NOUN
aiti-10926	46	27	,	,	PUNCT
aiti-10926	46	28	image	image	NOUN
aiti-10926	46	29	processing	processing	NOUN
aiti-10926	46	30	using	use	VERB
aiti-10926	46	31	machine	machine	NOUN
aiti-10926	46	32	learning	learning	NOUN
aiti-10926	46	33	algorithms	algorithm	NOUN
aiti-10926	46	34	,	,	PUNCT
aiti-10926	46	35	etc	etc	X
aiti-10926	46	36	.	.	X
aiti-10926	47	1	among	among	ADP
aiti-10926	47	2	these	these	DET
aiti-10926	47	3	areas	area	NOUN
aiti-10926	47	4	,	,	PUNCT
aiti-10926	47	5	computer	computer	NOUN
aiti-10926	47	6	vision	vision	NOUN
aiti-10926	47	7	is	be	AUX
aiti-10926	47	8	perhaps	perhaps	ADV
aiti-10926	47	9	the	the	DET
aiti-10926	47	10	most	most	ADV
aiti-10926	47	11	interesting	interesting	ADJ
aiti-10926	47	12	for	for	ADP
aiti-10926	47	13	scientists	scientist	NOUN
aiti-10926	47	14	.	.	PUNCT
aiti-10926	48	1	important	important	ADJ
aiti-10926	48	2	image	image	NOUN
aiti-10926	48	3	processing	processing	NOUN
aiti-10926	48	4	techniques	technique	NOUN
aiti-10926	48	5	include	include	VERB
aiti-10926	48	6	camera	camera	NOUN
aiti-10926	48	7	types	type	NOUN
aiti-10926	48	8	,	,	PUNCT
aiti-10926	48	9	color	color	NOUN
aiti-10926	48	10	spaces	space	NOUN
aiti-10926	48	11	,	,	PUNCT
aiti-10926	48	12	color	color	NOUN
aiti-10926	48	13	indices	index	NOUN
aiti-10926	48	14	,	,	PUNCT
aiti-10926	48	15	and	and	CCONJ
aiti-10926	48	16	image	image	NOUN
aiti-10926	48	17	segmentation	segmentation	NOUN
aiti-10926	48	18	related	relate	VERB
aiti-10926	48	19	to	to	ADP
aiti-10926	48	20	agriculture	agriculture	NOUN
aiti-10926	48	21	applications	application	NOUN
aiti-10926	48	22	and	and	CCONJ
aiti-10926	48	23	precision	precision	NOUN
aiti-10926	48	24	agriculture	agriculture	NOUN
aiti-10926	49	1	[	[	X
aiti-10926	49	2	12	12	NUM
aiti-10926	49	3	-	-	SYM
aiti-10926	49	4	13	13	NUM
aiti-10926	49	5	]	]	PUNCT
aiti-10926	49	6	.	.	PUNCT
aiti-10926	50	1	chakraborty	chakraborty	PROPN
aiti-10926	50	2	and	and	CCONJ
aiti-10926	50	3	ghosh	ghosh	PROPN
aiti-10926	51	1	[	[	X
aiti-10926	51	2	14	14	NUM
aiti-10926	51	3	]	]	PUNCT
aiti-10926	51	4	proposed	propose	VERB
aiti-10926	51	5	an	an	DET
aiti-10926	51	6	automated	automate	VERB
aiti-10926	51	7	plant	plant	NOUN
aiti-10926	51	8	disease	disease	NOUN
aiti-10926	51	9	diagnosis	diagnosis	NOUN
aiti-10926	51	10	method	method	NOUN
aiti-10926	51	11	in	in	ADP
aiti-10926	51	12	agriculture	agriculture	NOUN
aiti-10926	51	13	as	as	ADV
aiti-10926	51	14	well	well	ADV
aiti-10926	51	15	.	.	PUNCT
aiti-10926	52	1	transformer	transformer	NOUN
aiti-10926	52	2	-	-	PUNCT
aiti-10926	52	3	based	base	VERB
aiti-10926	52	4	architectures	architecture	NOUN
aiti-10926	52	5	and	and	CCONJ
aiti-10926	52	6	data	datum	NOUN
aiti-10926	52	7	augmentation	augmentation	NOUN
aiti-10926	52	8	methods	method	NOUN
aiti-10926	52	9	were	be	AUX
aiti-10926	52	10	employed	employ	VERB
aiti-10926	52	11	to	to	PART
aiti-10926	52	12	achieve	achieve	VERB
aiti-10926	52	13	a	a	DET
aiti-10926	52	14	mean	mean	ADJ
aiti-10926	52	15	intersection	intersection	NOUN
aiti-10926	52	16	over	over	ADP
aiti-10926	52	17	union	union	NOUN
aiti-10926	52	18	(	(	PUNCT
aiti-10926	52	19	miou	miou	NOUN
aiti-10926	52	20	)	)	PUNCT
aiti-10926	52	21	of	of	ADP
aiti-10926	52	22	0.582	0.582	NUM
aiti-10926	52	23	in	in	ADP
aiti-10926	52	24	the	the	DET
aiti-10926	52	25	agriculture	agriculture	NOUN
aiti-10926	52	26	-	-	PUNCT
aiti-10926	52	27	vision	vision	NOUN
aiti-10926	52	28	challenge	challenge	NOUN
aiti-10926	52	29	2022	2022	NUM
aiti-10926	53	1	[	[	X
aiti-10926	53	2	15	15	NUM
aiti-10926	53	3	]	]	PUNCT
aiti-10926	53	4	.	.	PUNCT
aiti-10926	54	1	animal	animal	NOUN
aiti-10926	54	2	farming	farming	NOUN
aiti-10926	54	3	also	also	ADV
aiti-10926	54	4	attracted	attract	VERB
aiti-10926	54	5	numerous	numerous	ADJ
aiti-10926	54	6	researchers	researcher	NOUN
aiti-10926	54	7	with	with	ADP
aiti-10926	54	8	extensive	extensive	ADJ
aiti-10926	54	9	studies	study	NOUN
aiti-10926	54	10	[	[	X
aiti-10926	54	11	16	16	NUM
aiti-10926	54	12	]	]	X
aiti-10926	54	13	,	,	PUNCT
aiti-10926	54	14	such	such	ADJ
aiti-10926	54	15	as	as	ADP
aiti-10926	54	16	an	an	DET
aiti-10926	54	17	investigation	investigation	NOUN
aiti-10926	54	18	on	on	ADP
aiti-10926	54	19	data	datum	NOUN
aiti-10926	54	20	,	,	PUNCT
aiti-10926	54	21	applications	application	NOUN
aiti-10926	54	22	for	for	ADP
aiti-10926	54	23	smart	smart	ADJ
aiti-10926	54	24	farming	farming	NOUN
aiti-10926	54	25	[	[	X
aiti-10926	54	26	17	17	NUM
aiti-10926	54	27	]	]	X
aiti-10926	54	28	;	;	PUNCT
aiti-10926	54	29	and	and	CCONJ
aiti-10926	54	30	research	research	NOUN
aiti-10926	54	31	related	relate	VERB
aiti-10926	54	32	to	to	ADP
aiti-10926	54	33	the	the	DET
aiti-10926	54	34	behaviors	behavior	NOUN
aiti-10926	54	35	of	of	ADP
aiti-10926	54	36	animals	animal	NOUN
aiti-10926	54	37	[	[	X
aiti-10926	54	38	18	18	NUM
aiti-10926	54	39	]	]	PUNCT
aiti-10926	54	40	.	.	PUNCT
aiti-10926	55	1	tools	tool	NOUN
aiti-10926	55	2	for	for	ADP
aiti-10926	55	3	supporting	support	VERB
aiti-10926	55	4	agricultural	agricultural	ADJ
aiti-10926	55	5	activities	activity	NOUN
aiti-10926	55	6	have	have	AUX
aiti-10926	55	7	received	receive	VERB
aiti-10926	55	8	attention	attention	NOUN
aiti-10926	55	9	from	from	ADP
aiti-10926	55	10	scientists	scientist	NOUN
aiti-10926	55	11	.	.	PUNCT
aiti-10926	56	1	weighing	weigh	VERB
aiti-10926	56	2	scales	scale	NOUN
aiti-10926	56	3	are	be	AUX
aiti-10926	56	4	a	a	DET
aiti-10926	56	5	crucial	crucial	ADJ
aiti-10926	56	6	tool	tool	NOUN
aiti-10926	56	7	for	for	ADP
aiti-10926	56	8	harvesting	harvest	VERB
aiti-10926	56	9	crops	crop	NOUN
aiti-10926	56	10	.	.	PUNCT
aiti-10926	57	1	the	the	DET
aiti-10926	57	2	weight	weight	NOUN
aiti-10926	57	3	of	of	ADP
aiti-10926	57	4	the	the	DET
aiti-10926	57	5	objects	object	NOUN
aiti-10926	57	6	in	in	ADP
aiti-10926	57	7	free	free	ADJ
aiti-10926	57	8	-	-	PUNCT
aiti-10926	57	9	living	live	VERB
aiti-10926	57	10	settings	setting	NOUN
aiti-10926	57	11	can	can	AUX
aiti-10926	57	12	be	be	AUX
aiti-10926	57	13	measured	measure	VERB
aiti-10926	57	14	objectively	objectively	ADV
aiti-10926	57	15	and	and	CCONJ
aiti-10926	57	16	the	the	DET
aiti-10926	57	17	weighing	weighing	NOUN
aiti-10926	57	18	scales	scale	NOUN
aiti-10926	57	19	have	have	AUX
aiti-10926	57	20	experimented	experiment	VERB
aiti-10926	57	21	with	with	ADP
aiti-10926	57	22	50	50	NUM
aiti-10926	57	23	fruits	fruit	NOUN
aiti-10926	57	24	and	and	CCONJ
aiti-10926	57	25	other	other	ADJ
aiti-10926	57	26	everyday	everyday	ADJ
aiti-10926	57	27	objects	object	NOUN
aiti-10926	57	28	of	of	ADP
aiti-10926	57	29	various	various	ADJ
aiti-10926	57	30	sizes	size	NOUN
aiti-10926	57	31	and	and	CCONJ
aiti-10926	57	32	weights	weight	NOUN
aiti-10926	57	33	[	[	X
aiti-10926	57	34	19	19	NUM
aiti-10926	57	35	]	]	PUNCT
aiti-10926	57	36	.	.	PUNCT
aiti-10926	58	1	some	some	DET
aiti-10926	58	2	eating	eat	VERB
aiti-10926	58	3	tools	tool	NOUN
aiti-10926	58	4	including	include	VERB
aiti-10926	58	5	spoons	spoon	NOUN
aiti-10926	58	6	,	,	PUNCT
aiti-10926	58	7	forks	fork	NOUN
aiti-10926	58	8	,	,	PUNCT
aiti-10926	58	9	or	or	CCONJ
aiti-10926	58	10	chopsticks	chopstick	NOUN
aiti-10926	58	11	were	be	AUX
aiti-10926	58	12	considered	consider	VERB
aiti-10926	58	13	to	to	PART
aiti-10926	58	14	measure	measure	VERB
aiti-10926	58	15	the	the	DET
aiti-10926	58	16	weight	weight	NOUN
aiti-10926	58	17	of	of	ADP
aiti-10926	58	18	food	food	NOUN
aiti-10926	58	19	in	in	ADP
aiti-10926	58	20	an	an	DET
aiti-10926	58	21	image	image	NOUN
aiti-10926	58	22	using	use	VERB
aiti-10926	58	23	several	several	ADJ
aiti-10926	58	24	image	image	NOUN
aiti-10926	58	25	processing	processing	NOUN
aiti-10926	58	26	techniques	technique	NOUN
aiti-10926	58	27	and	and	CCONJ
aiti-10926	58	28	the	the	DET
aiti-10926	58	29	exchangeable	exchangeable	ADJ
aiti-10926	58	30	image	image	NOUN
aiti-10926	58	31	file	file	NOUN
aiti-10926	58	32	(	(	PUNCT
aiti-10926	58	33	exif	exif	PROPN
aiti-10926	58	34	)	)	PUNCT
aiti-10926	58	35	metadata	metadata	NOUN
aiti-10926	59	1	[	[	X
aiti-10926	59	2	20	20	NUM
aiti-10926	59	3	]	]	PUNCT
aiti-10926	59	4	.	.	PUNCT
aiti-10926	60	1	telematics	telematic	NOUN
aiti-10926	60	2	data	datum	NOUN
aiti-10926	60	3	was	be	AUX
aiti-10926	60	4	combined	combine	VERB
aiti-10926	60	5	with	with	ADP
aiti-10926	60	6	machine	machine	NOUN
aiti-10926	60	7	learning	learn	VERB
aiti-10926	60	8	to	to	PART
aiti-10926	60	9	determine	determine	VERB
aiti-10926	60	10	the	the	DET
aiti-10926	60	11	weight	weight	NOUN
aiti-10926	60	12	of	of	ADP
aiti-10926	60	13	vehicles	vehicle	NOUN
aiti-10926	60	14	on	on	ADP
aiti-10926	60	15	a	a	DET
aiti-10926	60	16	road	road	NOUN
aiti-10926	60	17	segment	segment	NOUN
aiti-10926	60	18	[	[	X
aiti-10926	60	19	21	21	NUM
aiti-10926	60	20	]	]	PUNCT
aiti-10926	60	21	.	.	PUNCT
aiti-10926	61	1	other	other	ADJ
aiti-10926	61	2	interesting	interesting	ADJ
aiti-10926	61	3	studies	study	NOUN
aiti-10926	61	4	were	be	AUX
aiti-10926	61	5	presented	present	VERB
aiti-10926	61	6	and	and	CCONJ
aiti-10926	61	7	evaluated	evaluate	VERB
aiti-10926	61	8	,	,	PUNCT
aiti-10926	61	9	i.e.	i.e.	X
aiti-10926	61	10	methods	method	NOUN
aiti-10926	61	11	for	for	ADP
aiti-10926	61	12	estimating	estimate	VERB
aiti-10926	61	13	the	the	DET
aiti-10926	61	14	weight	weight	NOUN
aiti-10926	61	15	and	and	CCONJ
aiti-10926	61	16	volume	volume	NOUN
aiti-10926	61	17	of	of	ADP
aiti-10926	61	18	poultry	poultry	NOUN
aiti-10926	61	19	and	and	CCONJ
aiti-10926	61	20	related	relate	VERB
aiti-10926	61	21	products	product	NOUN
aiti-10926	61	22	based	base	VERB
aiti-10926	61	23	on	on	ADP
aiti-10926	61	24	computer	computer	NOUN
aiti-10926	61	25	vision	vision	NOUN
aiti-10926	61	26	techniques	technique	NOUN
aiti-10926	61	27	[	[	X
aiti-10926	61	28	22	22	NUM
aiti-10926	61	29	]	]	X
aiti-10926	61	30	;	;	PUNCT
aiti-10926	61	31	seven	seven	NUM
aiti-10926	61	32	models	model	NOUN
aiti-10926	61	33	using	use	VERB
aiti-10926	61	34	single	single	ADJ
aiti-10926	61	35	tomato	tomato	NOUN
aiti-10926	61	36	image	image	NOUN
aiti-10926	61	37	features	feature	VERB
aiti-10926	61	38	data	datum	NOUN
aiti-10926	61	39	to	to	PART
aiti-10926	61	40	calculate	calculate	VERB
aiti-10926	61	41	the	the	DET
aiti-10926	61	42	weight	weight	NOUN
aiti-10926	61	43	and	and	CCONJ
aiti-10926	61	44	volume	volume	NOUN
aiti-10926	61	45	of	of	ADP
aiti-10926	61	46	single	single	ADJ
aiti-10926	61	47	and	and	CCONJ
aiti-10926	61	48	hidden	hidden	ADJ
aiti-10926	61	49	tomatoes	tomato	NOUN
aiti-10926	61	50	[	[	X
aiti-10926	61	51	23	23	NUM
aiti-10926	61	52	]	]	X
aiti-10926	61	53	;	;	PUNCT
aiti-10926	61	54	and	and	CCONJ
aiti-10926	61	55	methods	method	NOUN
aiti-10926	61	56	for	for	ADP
aiti-10926	61	57	predicting	predict	VERB
aiti-10926	61	58	the	the	DET
aiti-10926	61	59	body	body	NOUN
aiti-10926	61	60	weight	weight	NOUN
aiti-10926	61	61	of	of	ADP
aiti-10926	61	62	animals	animal	NOUN
aiti-10926	61	63	[	[	X
aiti-10926	61	64	24	24	NUM
aiti-10926	61	65	]	]	PUNCT
aiti-10926	61	66	.	.	PUNCT
aiti-10926	62	1	although	although	SCONJ
aiti-10926	62	2	several	several	ADJ
aiti-10926	62	3	weight	weight	NOUN
aiti-10926	62	4	estimation	estimation	NOUN
aiti-10926	62	5	techniques	technique	NOUN
aiti-10926	62	6	using	use	VERB
aiti-10926	62	7	images	image	NOUN
aiti-10926	62	8	have	have	AUX
aiti-10926	62	9	been	be	AUX
aiti-10926	62	10	presented	present	VERB
aiti-10926	62	11	,	,	PUNCT
aiti-10926	62	12	studies	study	NOUN
aiti-10926	62	13	on	on	ADP
aiti-10926	62	14	detecting	detect	VERB
aiti-10926	62	15	clock	clock	NOUN
aiti-10926	62	16	scales	scale	NOUN
aiti-10926	62	17	to	to	PART
aiti-10926	62	18	estimate	estimate	VERB
aiti-10926	62	19	the	the	DET
aiti-10926	62	20	weight	weight	NOUN
aiti-10926	62	21	of	of	ADP
aiti-10926	62	22	an	an	DET
aiti-10926	62	23	object	object	NOUN
aiti-10926	62	24	are	be	AUX
aiti-10926	62	25	less	less	ADJ
aiti-10926	62	26	.	.	PUNCT
aiti-10926	63	1	the	the	DET
aiti-10926	63	2	application	application	NOUN
aiti-10926	63	3	of	of	ADP
aiti-10926	63	4	deep	deep	ADJ
aiti-10926	63	5	learning	learning	NOUN
aiti-10926	63	6	algorithms	algorithm	NOUN
aiti-10926	63	7	in	in	ADP
aiti-10926	63	8	this	this	DET
aiti-10926	63	9	field	field	NOUN
aiti-10926	63	10	is	be	AUX
aiti-10926	63	11	still	still	ADV
aiti-10926	63	12	very	very	ADV
aiti-10926	63	13	rare	rare	ADJ
aiti-10926	63	14	as	as	ADV
aiti-10926	63	15	well	well	ADV
aiti-10926	63	16	.	.	PUNCT
aiti-10926	64	1	therefore	therefore	ADV
aiti-10926	64	2	,	,	PUNCT
aiti-10926	64	3	a	a	DET
aiti-10926	64	4	yolo	yolo	NOUN
aiti-10926	64	5	-	-	PUNCT
aiti-10926	64	6	based	base	VERB
aiti-10926	64	7	approach	approach	NOUN
aiti-10926	64	8	for	for	ADP
aiti-10926	64	9	object	object	NOUN
aiti-10926	64	10	recognition	recognition	NOUN
aiti-10926	64	11	combined	combine	VERB
aiti-10926	64	12	with	with	ADP
aiti-10926	64	13	some	some	DET
aiti-10926	64	14	geometric	geometric	ADJ
aiti-10926	64	15	transformation	transformation	NOUN
aiti-10926	64	16	methods	method	NOUN
aiti-10926	64	17	is	be	AUX
aiti-10926	64	18	investigated	investigate	VERB
aiti-10926	64	19	to	to	PART
aiti-10926	64	20	estimate	estimate	VERB
aiti-10926	64	21	the	the	DET
aiti-10926	64	22	weight	weight	NOUN
aiti-10926	64	23	on	on	ADP
aiti-10926	64	24	a	a	DET
aiti-10926	64	25	clock	clock	NOUN
aiti-10926	64	26	scale	scale	NOUN
aiti-10926	64	27	in	in	ADP
aiti-10926	64	28	this	this	DET
aiti-10926	64	29	study	study	NOUN
aiti-10926	64	30	.	.	PUNCT
aiti-10926	65	1	advances	advance	NOUN
aiti-10926	65	2	in	in	ADP
aiti-10926	65	3	technology	technology	NOUN
aiti-10926	65	4	innovation	innovation	NOUN
aiti-10926	65	5	,	,	PUNCT
aiti-10926	65	6	vol	vol	NOUN
aiti-10926	65	7	.	.	PROPN
aiti-10926	65	8	8	8	NUM
aiti-10926	65	9	,	,	PUNCT
aiti-10926	65	10	no	no	INTJ
aiti-10926	65	11	.	.	NOUN
aiti-10926	65	12	2	2	NUM
aiti-10926	65	13	,	,	PUNCT
aiti-10926	65	14	2023	2023	NUM
aiti-10926	65	15	,	,	PUNCT
aiti-10926	65	16	pp	pp	ADJ
aiti-10926	65	17	.	.	PUNCT
aiti-10926	66	1	100	100	NUM
aiti-10926	66	2	-	-	SYM
aiti-10926	66	3	110	110	NUM
aiti-10926	66	4	102	102	NUM
aiti-10926	66	5	3	3	NUM
aiti-10926	66	6	.	.	PUNCT
aiti-10926	66	7	research	research	NOUN
aiti-10926	66	8	methods	method	NOUN
aiti-10926	66	9	the	the	DET
aiti-10926	66	10	position	position	NOUN
aiti-10926	66	11	of	of	ADP
aiti-10926	66	12	the	the	DET
aiti-10926	66	13	needle	needle	NOUN
aiti-10926	66	14	and	and	CCONJ
aiti-10926	66	15	its	its	PRON
aiti-10926	66	16	angle	angle	NOUN
aiti-10926	66	17	to	to	ADP
aiti-10926	66	18	the	the	DET
aiti-10926	66	19	numbers	number	NOUN
aiti-10926	66	20	on	on	ADP
aiti-10926	66	21	the	the	DET
aiti-10926	66	22	scale	scale	NOUN
aiti-10926	66	23	to	to	PART
aiti-10926	66	24	determine	determine	VERB
aiti-10926	66	25	the	the	DET
aiti-10926	66	26	weight	weight	NOUN
aiti-10926	66	27	can	can	AUX
aiti-10926	66	28	be	be	AUX
aiti-10926	66	29	observed	observe	VERB
aiti-10926	66	30	by	by	ADP
aiti-10926	66	31	human	human	ADJ
aiti-10926	66	32	eyes	eye	NOUN
aiti-10926	66	33	.	.	PUNCT
aiti-10926	67	1	however	however	ADV
aiti-10926	67	2	,	,	PUNCT
aiti-10926	67	3	human	human	ADJ
aiti-10926	67	4	eyes	eye	NOUN
aiti-10926	67	5	can	can	AUX
aiti-10926	67	6	not	not	PART
aiti-10926	67	7	always	always	ADV
aiti-10926	67	8	be	be	AUX
aiti-10926	67	9	accurate	accurate	ADJ
aiti-10926	67	10	.	.	PUNCT
aiti-10926	68	1	therefore	therefore	ADV
aiti-10926	68	2	,	,	PUNCT
aiti-10926	68	3	in	in	ADP
aiti-10926	68	4	this	this	DET
aiti-10926	68	5	study	study	NOUN
aiti-10926	68	6	,	,	PUNCT
aiti-10926	68	7	image	image	NOUN
aiti-10926	68	8	processing	processing	NOUN
aiti-10926	68	9	techniques	technique	NOUN
aiti-10926	68	10	and	and	CCONJ
aiti-10926	68	11	geometric	geometric	ADJ
aiti-10926	68	12	transformations	transformation	NOUN
aiti-10926	68	13	were	be	AUX
aiti-10926	68	14	used	use	VERB
aiti-10926	68	15	in	in	ADP
aiti-10926	68	16	three	three	NUM
aiti-10926	68	17	phases	phase	NOUN
aiti-10926	68	18	to	to	PART
aiti-10926	68	19	perform	perform	VERB
aiti-10926	68	20	the	the	DET
aiti-10926	68	21	tasks	task	NOUN
aiti-10926	68	22	sequentially	sequentially	ADV
aiti-10926	68	23	as	as	SCONJ
aiti-10926	68	24	follows	follow	VERB
aiti-10926	68	25	.	.	PUNCT
aiti-10926	69	1	firstly	firstly	ADV
aiti-10926	69	2	,	,	PUNCT
aiti-10926	69	3	the	the	DET
aiti-10926	69	4	area	area	NOUN
aiti-10926	69	5	of	of	ADP
aiti-10926	69	6	the	the	DET
aiti-10926	69	7	scale	scale	NOUN
aiti-10926	69	8	in	in	ADP
aiti-10926	69	9	the	the	DET
aiti-10926	69	10	originally	originally	ADV
aiti-10926	69	11	captured	capture	VERB
aiti-10926	69	12	image	image	NOUN
aiti-10926	69	13	was	be	AUX
aiti-10926	69	14	detected	detect	VERB
aiti-10926	69	15	and	and	CCONJ
aiti-10926	69	16	extracted	extract	VERB
aiti-10926	69	17	.	.	PUNCT
aiti-10926	70	1	this	this	PRON
aiti-10926	70	2	is	be	AUX
aiti-10926	70	3	crucial	crucial	ADJ
aiti-10926	70	4	to	to	PART
aiti-10926	70	5	eliminate	eliminate	VERB
aiti-10926	70	6	unrelated	unrelated	ADJ
aiti-10926	70	7	objects	object	NOUN
aiti-10926	70	8	and	and	CCONJ
aiti-10926	70	9	focus	focus	VERB
aiti-10926	70	10	on	on	ADP
aiti-10926	70	11	determining	determine	VERB
aiti-10926	70	12	important	important	ADJ
aiti-10926	70	13	things	thing	NOUN
aiti-10926	70	14	inside	inside	ADP
aiti-10926	70	15	the	the	DET
aiti-10926	70	16	scale	scale	NOUN
aiti-10926	70	17	such	such	ADJ
aiti-10926	70	18	as	as	ADP
aiti-10926	70	19	the	the	DET
aiti-10926	70	20	needle	needle	NOUN
aiti-10926	70	21	’s	’s	PART
aiti-10926	70	22	positions	position	NOUN
aiti-10926	70	23	and	and	CCONJ
aiti-10926	70	24	numbers	number	NOUN
aiti-10926	70	25	in	in	ADP
aiti-10926	70	26	the	the	DET
aiti-10926	70	27	scale	scale	NOUN
aiti-10926	70	28	.	.	PUNCT
aiti-10926	71	1	some	some	DET
aiti-10926	71	2	well	well	ADV
aiti-10926	71	3	-	-	PUNCT
aiti-10926	71	4	known	know	VERB
aiti-10926	71	5	deep	deep	ADJ
aiti-10926	71	6	learning	learning	NOUN
aiti-10926	71	7	architectures	architecture	NOUN
aiti-10926	71	8	for	for	ADP
aiti-10926	71	9	object	object	NOUN
aiti-10926	71	10	detection	detection	NOUN
aiti-10926	71	11	such	such	ADJ
aiti-10926	71	12	as	as	ADP
aiti-10926	71	13	yolov5	yolov5	NOUN
aiti-10926	71	14	can	can	AUX
aiti-10926	71	15	be	be	AUX
aiti-10926	71	16	trained	train	VERB
aiti-10926	71	17	to	to	PART
aiti-10926	71	18	detect	detect	VERB
aiti-10926	71	19	scale	scale	NOUN
aiti-10926	72	1	well	well	INTJ
aiti-10926	73	1	[	[	X
aiti-10926	73	2	25	25	NUM
aiti-10926	73	3	]	]	PUNCT
aiti-10926	73	4	.	.	PUNCT
aiti-10926	74	1	then	then	ADV
aiti-10926	74	2	,	,	PUNCT
aiti-10926	74	3	various	various	ADJ
aiti-10926	74	4	image	image	NOUN
aiti-10926	74	5	processing	processing	NOUN
aiti-10926	74	6	techniques	technique	NOUN
aiti-10926	74	7	were	be	AUX
aiti-10926	74	8	combined	combine	VERB
aiti-10926	74	9	to	to	PART
aiti-10926	74	10	indicate	indicate	VERB
aiti-10926	74	11	the	the	DET
aiti-10926	74	12	position	position	NOUN
aiti-10926	74	13	of	of	ADP
aiti-10926	74	14	the	the	DET
aiti-10926	74	15	needle	needle	NOUN
aiti-10926	74	16	.	.	PUNCT
aiti-10926	75	1	the	the	DET
aiti-10926	75	2	following	follow	VERB
aiti-10926	75	3	tasks	task	NOUN
aiti-10926	75	4	include	include	VERB
aiti-10926	75	5	cropping	crop	VERB
aiti-10926	75	6	the	the	DET
aiti-10926	75	7	scale	scale	NOUN
aiti-10926	75	8	from	from	ADP
aiti-10926	75	9	the	the	DET
aiti-10926	75	10	original	original	ADJ
aiti-10926	75	11	image	image	NOUN
aiti-10926	75	12	;	;	PUNCT
aiti-10926	75	13	adjusting	adjust	VERB
aiti-10926	75	14	the	the	DET
aiti-10926	75	15	image	image	NOUN
aiti-10926	75	16	size	size	NOUN
aiti-10926	75	17	and	and	CCONJ
aiti-10926	75	18	brightness	brightness	NOUN
aiti-10926	75	19	balance	balance	NOUN
aiti-10926	75	20	;	;	PUNCT
aiti-10926	75	21	removing	remove	VERB
aiti-10926	75	22	the	the	DET
aiti-10926	75	23	background	background	NOUN
aiti-10926	75	24	;	;	PUNCT
aiti-10926	75	25	determining	determine	VERB
aiti-10926	75	26	the	the	DET
aiti-10926	75	27	center	center	NOUN
aiti-10926	75	28	,	,	PUNCT
aiti-10926	75	29	numbers	number	NOUN
aiti-10926	75	30	,	,	PUNCT
aiti-10926	75	31	and	and	CCONJ
aiti-10926	75	32	hand	hand	NOUN
aiti-10926	75	33	of	of	ADP
aiti-10926	75	34	the	the	DET
aiti-10926	75	35	scale	scale	NOUN
aiti-10926	75	36	;	;	PUNCT
aiti-10926	75	37	and	and	CCONJ
aiti-10926	75	38	computing	compute	VERB
aiti-10926	75	39	the	the	DET
aiti-10926	75	40	weight	weight	NOUN
aiti-10926	75	41	value	value	NOUN
aiti-10926	75	42	.	.	PUNCT
aiti-10926	76	1	finally	finally	ADV
aiti-10926	76	2	,	,	PUNCT
aiti-10926	76	3	the	the	DET
aiti-10926	76	4	image	image	NOUN
aiti-10926	76	5	processing	processing	NOUN
aiti-10926	76	6	algorithms	algorithm	NOUN
aiti-10926	76	7	in	in	ADP
aiti-10926	76	8	the	the	DET
aiti-10926	76	9	opencv	opencv	PROPN
aiti-10926	76	10	library	library	NOUN
aiti-10926	76	11	were	be	AUX
aiti-10926	76	12	used	use	VERB
aiti-10926	76	13	for	for	ADP
aiti-10926	76	14	these	these	DET
aiti-10926	76	15	tasks	task	NOUN
aiti-10926	76	16	,	,	PUNCT
aiti-10926	76	17	and	and	CCONJ
aiti-10926	76	18	the	the	DET
aiti-10926	76	19	parameters	parameter	NOUN
aiti-10926	76	20	for	for	ADP
aiti-10926	76	21	these	these	DET
aiti-10926	76	22	algorithms	algorithm	NOUN
aiti-10926	76	23	were	be	AUX
aiti-10926	76	24	determined	determine	VERB
aiti-10926	76	25	through	through	ADP
aiti-10926	76	26	careful	careful	ADJ
aiti-10926	76	27	experiments	experiment	NOUN
aiti-10926	76	28	[	[	X
aiti-10926	76	29	26	26	NUM
aiti-10926	76	30	]	]	PUNCT
aiti-10926	76	31	.	.	PUNCT
aiti-10926	77	1	moreover	moreover	ADV
aiti-10926	77	2	,	,	PUNCT
aiti-10926	77	3	based	base	VERB
aiti-10926	77	4	on	on	ADP
aiti-10926	77	5	the	the	DET
aiti-10926	77	6	proposed	propose	VERB
aiti-10926	77	7	method	method	NOUN
aiti-10926	77	8	,	,	PUNCT
aiti-10926	77	9	an	an	DET
aiti-10926	77	10	application	application	NOUN
aiti-10926	77	11	for	for	ADP
aiti-10926	77	12	managing	manage	VERB
aiti-10926	77	13	rice	rice	NOUN
aiti-10926	77	14	sales	sale	NOUN
aiti-10926	77	15	was	be	AUX
aiti-10926	77	16	also	also	ADV
aiti-10926	77	17	developed	develop	VERB
aiti-10926	77	18	using	use	VERB
aiti-10926	77	19	the	the	DET
aiti-10926	77	20	django	django	NOUN
aiti-10926	77	21	framework	framework	NOUN
aiti-10926	77	22	.	.	PUNCT
aiti-10926	78	1	3.1	3.1	NUM
aiti-10926	78	2	.	.	PUNCT
aiti-10926	79	1	the	the	DET
aiti-10926	79	2	weighing	weigh	VERB
aiti-10926	79	3	scale	scale	NOUN
aiti-10926	79	4	detection	detection	NOUN
aiti-10926	79	5	the	the	DET
aiti-10926	79	6	training	training	NOUN
aiti-10926	79	7	was	be	AUX
aiti-10926	79	8	performed	perform	VERB
aiti-10926	79	9	with	with	ADP
aiti-10926	79	10	a	a	DET
aiti-10926	79	11	set	set	NOUN
aiti-10926	79	12	of	of	ADP
aiti-10926	79	13	709	709	NUM
aiti-10926	79	14	images	image	NOUN
aiti-10926	79	15	taken	take	VERB
aiti-10926	79	16	during	during	ADP
aiti-10926	79	17	the	the	DET
aiti-10926	79	18	rice	rice	NOUN
aiti-10926	79	19	harvest	harvest	NOUN
aiti-10926	79	20	in	in	ADP
aiti-10926	79	21	vietnam	vietnam	PROPN
aiti-10926	79	22	to	to	PART
aiti-10926	79	23	identify	identify	VERB
aiti-10926	79	24	the	the	DET
aiti-10926	79	25	scale	scale	NOUN
aiti-10926	79	26	in	in	ADP
aiti-10926	79	27	the	the	DET
aiti-10926	79	28	image	image	NOUN
aiti-10926	79	29	.	.	PUNCT
aiti-10926	80	1	this	this	DET
aiti-10926	80	2	set	set	NOUN
aiti-10926	80	3	of	of	ADP
aiti-10926	80	4	images	image	NOUN
aiti-10926	80	5	was	be	AUX
aiti-10926	80	6	used	use	VERB
aiti-10926	80	7	to	to	PART
aiti-10926	80	8	train	train	VERB
aiti-10926	80	9	yolov5	yolov5	NOUN
aiti-10926	80	10	for	for	ADP
aiti-10926	80	11	clock	clock	NOUN
aiti-10926	80	12	scale	scale	NOUN
aiti-10926	80	13	recognition	recognition	NOUN
aiti-10926	80	14	,	,	PUNCT
aiti-10926	80	15	and	and	CCONJ
aiti-10926	80	16	it	it	PRON
aiti-10926	80	17	is	be	AUX
aiti-10926	80	18	labeled	label	VERB
aiti-10926	80	19	by	by	ADP
aiti-10926	80	20	the	the	DET
aiti-10926	80	21	“	"	PUNCT
aiti-10926	80	22	make	make	NOUN
aiti-10926	80	23	sense	sense	NOUN
aiti-10926	80	24	”	"	PUNCT
aiti-10926	80	25	library	library	NOUN
aiti-10926	80	26	supported	support	VERB
aiti-10926	80	27	on	on	ADP
aiti-10926	80	28	the	the	DET
aiti-10926	80	29	web	web	NOUN
aiti-10926	80	30	platform	platform	NOUN
aiti-10926	80	31	.	.	PUNCT
aiti-10926	81	1	the	the	DET
aiti-10926	81	2	returned	return	VERB
aiti-10926	81	3	result	result	NOUN
aiti-10926	81	4	was	be	AUX
aiti-10926	81	5	that	that	SCONJ
aiti-10926	81	6	each	each	DET
aiti-10926	81	7	labeled	label	VERB
aiti-10926	81	8	image	image	NOUN
aiti-10926	81	9	had	have	VERB
aiti-10926	81	10	a	a	DET
aiti-10926	81	11	corresponding	corresponding	ADJ
aiti-10926	81	12	label	label	NOUN
aiti-10926	81	13	(	(	PUNCT
aiti-10926	81	14	.txt	.txt	INTJ
aiti-10926	81	15	file	file	NOUN
aiti-10926	81	16	)	)	PUNCT
aiti-10926	81	17	containing	contain	VERB
aiti-10926	81	18	information	information	NOUN
aiti-10926	81	19	about	about	ADP
aiti-10926	81	20	the	the	DET
aiti-10926	81	21	contour	contour	NOUN
aiti-10926	81	22	of	of	ADP
aiti-10926	81	23	the	the	DET
aiti-10926	81	24	object	object	NOUN
aiti-10926	81	25	,	,	PUNCT
aiti-10926	81	26	where	where	SCONJ
aiti-10926	81	27	each	each	DET
aiti-10926	81	28	line	line	NOUN
aiti-10926	81	29	contained	contain	VERB
aiti-10926	81	30	information	information	NOUN
aiti-10926	81	31	about	about	ADP
aiti-10926	81	32	an	an	DET
aiti-10926	81	33	object	object	NOUN
aiti-10926	81	34	.	.	PUNCT
aiti-10926	82	1	each	each	DET
aiti-10926	82	2	line	line	NOUN
aiti-10926	82	3	contains	contain	VERB
aiti-10926	82	4	5	5	NUM
aiti-10926	82	5	values	value	NOUN
aiti-10926	82	6	with	with	ADP
aiti-10926	82	7	information	information	NOUN
aiti-10926	82	8	about	about	ADP
aiti-10926	82	9	the	the	DET
aiti-10926	82	10	object	object	NOUN
aiti-10926	82	11	and	and	CCONJ
aiti-10926	82	12	the	the	DET
aiti-10926	82	13	contour	contour	NOUN
aiti-10926	82	14	coordinates	coordinate	NOUN
aiti-10926	82	15	including	include	VERB
aiti-10926	82	16	object	object	NOUN
aiti-10926	82	17	name	name	NOUN
aiti-10926	82	18	,	,	PUNCT
aiti-10926	82	19	center	center	NOUN
aiti-10926	82	20	coordinate	coordinate	NOUN
aiti-10926	82	21	(	(	PUNCT
aiti-10926	82	22	x	x	NOUN
aiti-10926	82	23	,	,	PUNCT
aiti-10926	82	24	y	y	NOUN
aiti-10926	82	25	)	)	PUNCT
aiti-10926	82	26	,	,	PUNCT
aiti-10926	82	27	width	width	ADJ
aiti-10926	82	28	,	,	PUNCT
aiti-10926	82	29	and	and	CCONJ
aiti-10926	82	30	height	height	NOUN
aiti-10926	82	31	.	.	PUNCT
aiti-10926	83	1	the	the	DET
aiti-10926	83	2	contour	contour	NOUN
aiti-10926	83	3	coordinates	coordinate	NOUN
aiti-10926	83	4	must	must	AUX
aiti-10926	83	5	be	be	AUX
aiti-10926	83	6	normalized	normalize	VERB
aiti-10926	83	7	to	to	ADP
aiti-10926	83	8	the	the	DET
aiti-10926	83	9	interval	interval	NOUN
aiti-10926	83	10	[	[	X
aiti-10926	83	11	0	0	NUM
aiti-10926	83	12	,	,	PUNCT
aiti-10926	83	13	1	1	NUM
aiti-10926	83	14	]	]	PUNCT
aiti-10926	83	15	to	to	PART
aiti-10926	83	16	converge	converge	VERB
aiti-10926	83	17	faster	fast	ADV
aiti-10926	83	18	in	in	ADP
aiti-10926	83	19	the	the	DET
aiti-10926	83	20	training	training	NOUN
aiti-10926	83	21	phase	phase	NOUN
aiti-10926	83	22	.	.	PUNCT
aiti-10926	84	1	the	the	DET
aiti-10926	84	2	information	information	NOUN
aiti-10926	84	3	and	and	CCONJ
aiti-10926	84	4	coordinates	coordinate	NOUN
aiti-10926	84	5	of	of	ADP
aiti-10926	84	6	the	the	DET
aiti-10926	84	7	scale	scale	NOUN
aiti-10926	84	8	presented	present	VERB
aiti-10926	84	9	in	in	ADP
aiti-10926	84	10	fig	fig	NOUN
aiti-10926	84	11	.	.	PUNCT
aiti-10926	85	1	1(a	1(a	NUM
aiti-10926	85	2	)	)	PUNCT
aiti-10926	85	3	are	be	AUX
aiti-10926	85	4	shown	show	VERB
aiti-10926	85	5	respectively	respectively	ADV
aiti-10926	85	6	in	in	ADP
aiti-10926	85	7	fig	fig	NOUN
aiti-10926	85	8	.	.	PUNCT
aiti-10926	86	1	1(b	1(b	NUM
aiti-10926	86	2	)	)	PUNCT
aiti-10926	86	3	and	and	CCONJ
aiti-10926	86	4	fig	fig	NOUN
aiti-10926	86	5	.	.	PUNCT
aiti-10926	87	1	1(c	1(c	NUM
aiti-10926	87	2	)	)	PUNCT
aiti-10926	87	3	.	.	PUNCT
aiti-10926	88	1	(	(	PUNCT
aiti-10926	88	2	a	a	X
aiti-10926	88	3	)	)	PUNCT
aiti-10926	88	4	an	an	DET
aiti-10926	88	5	image	image	NOUN
aiti-10926	88	6	in	in	ADP
aiti-10926	88	7	the	the	DET
aiti-10926	88	8	dataset	dataset	NOUN
aiti-10926	88	9	(	(	PUNCT
aiti-10926	88	10	b	b	NOUN
aiti-10926	88	11	)	)	PUNCT
aiti-10926	88	12	the	the	DET
aiti-10926	88	13	image	image	NOUN
aiti-10926	88	14	’s	’s	PART
aiti-10926	88	15	label	label	NOUN
aiti-10926	88	16	(	(	PUNCT
aiti-10926	88	17	c	c	X
aiti-10926	88	18	)	)	PUNCT
aiti-10926	88	19	the	the	DET
aiti-10926	88	20	coordinates	coordinate	NOUN
aiti-10926	88	21	,	,	PUNCT
aiti-10926	88	22	width	width	ADJ
aiti-10926	88	23	,	,	PUNCT
aiti-10926	88	24	and	and	CCONJ
aiti-10926	88	25	length	length	NOUN
aiti-10926	88	26	of	of	ADP
aiti-10926	88	27	the	the	DET
aiti-10926	88	28	scale	scale	NOUN
aiti-10926	88	29	fig	fig	NOUN
aiti-10926	88	30	.	.	PUNCT
aiti-10926	89	1	1	1	NUM
aiti-10926	89	2	an	an	DET
aiti-10926	89	3	original	original	ADJ
aiti-10926	89	4	image	image	NOUN
aiti-10926	89	5	in	in	ADP
aiti-10926	89	6	the	the	DET
aiti-10926	89	7	dataset	dataset	NOUN
aiti-10926	89	8	and	and	CCONJ
aiti-10926	89	9	its	its	PRON
aiti-10926	89	10	labels	label	NOUN
aiti-10926	89	11	advances	advance	NOUN
aiti-10926	89	12	in	in	ADP
aiti-10926	89	13	technology	technology	NOUN
aiti-10926	89	14	innovation	innovation	NOUN
aiti-10926	89	15	,	,	PUNCT
aiti-10926	89	16	vol	vol	NOUN
aiti-10926	89	17	.	.	PROPN
aiti-10926	89	18	8	8	NUM
aiti-10926	89	19	,	,	PUNCT
aiti-10926	89	20	no	no	INTJ
aiti-10926	89	21	.	.	NOUN
aiti-10926	89	22	2	2	NUM
aiti-10926	89	23	,	,	PUNCT
aiti-10926	89	24	2023	2023	NUM
aiti-10926	89	25	,	,	PUNCT
aiti-10926	89	26	pp	pp	ADJ
aiti-10926	89	27	.	.	PUNCT
aiti-10926	90	1	100	100	NUM
aiti-10926	90	2	-	-	SYM
aiti-10926	90	3	110	110	NUM
aiti-10926	90	4	103	103	NUM
aiti-10926	90	5	after	after	ADP
aiti-10926	90	6	the	the	DET
aiti-10926	90	7	training	training	NOUN
aiti-10926	90	8	phase	phase	NOUN
aiti-10926	90	9	,	,	PUNCT
aiti-10926	90	10	a	a	DET
aiti-10926	90	11	scale	scale	NOUN
aiti-10926	90	12	recognition	recognition	NOUN
aiti-10926	90	13	model	model	NOUN
aiti-10926	90	14	that	that	PRON
aiti-10926	90	15	was	be	AUX
aiti-10926	90	16	created	create	VERB
aiti-10926	90	17	can	can	AUX
aiti-10926	90	18	recognize	recognize	VERB
aiti-10926	90	19	the	the	DET
aiti-10926	90	20	scale	scale	NOUN
aiti-10926	90	21	in	in	ADP
aiti-10926	90	22	an	an	DET
aiti-10926	90	23	input	input	NOUN
aiti-10926	90	24	image	image	NOUN
aiti-10926	90	25	.	.	PUNCT
aiti-10926	91	1	then	then	ADV
aiti-10926	91	2	,	,	PUNCT
aiti-10926	91	3	the	the	DET
aiti-10926	91	4	image	image	NOUN
aiti-10926	91	5	was	be	AUX
aiti-10926	91	6	cropped	crop	VERB
aiti-10926	91	7	according	accord	VERB
aiti-10926	91	8	to	to	ADP
aiti-10926	91	9	the	the	DET
aiti-10926	91	10	coordinates	coordinate	NOUN
aiti-10926	91	11	provided	provide	VERB
aiti-10926	91	12	by	by	ADP
aiti-10926	91	13	the	the	DET
aiti-10926	91	14	recognition	recognition	NOUN
aiti-10926	91	15	model	model	NOUN
aiti-10926	91	16	,	,	PUNCT
aiti-10926	91	17	and	and	CCONJ
aiti-10926	91	18	an	an	DET
aiti-10926	91	19	image	image	NOUN
aiti-10926	91	20	consisting	consist	VERB
aiti-10926	91	21	of	of	ADP
aiti-10926	91	22	only	only	ADV
aiti-10926	91	23	the	the	DET
aiti-10926	91	24	scale	scale	NOUN
aiti-10926	91	25	was	be	AUX
aiti-10926	91	26	returned	return	VERB
aiti-10926	91	27	.	.	PUNCT
aiti-10926	92	1	next	next	ADV
aiti-10926	92	2	,	,	PUNCT
aiti-10926	92	3	the	the	DET
aiti-10926	92	4	image	image	NOUN
aiti-10926	92	5	was	be	AUX
aiti-10926	92	6	processed	process	VERB
aiti-10926	92	7	to	to	PART
aiti-10926	92	8	determine	determine	VERB
aiti-10926	92	9	the	the	DET
aiti-10926	92	10	value	value	NOUN
aiti-10926	92	11	of	of	ADP
aiti-10926	92	12	the	the	DET
aiti-10926	92	13	detected	detect	VERB
aiti-10926	92	14	scale	scale	NOUN
aiti-10926	92	15	.	.	PUNCT
aiti-10926	93	1	this	this	DET
aiti-10926	93	2	step	step	NOUN
aiti-10926	93	3	includes	include	VERB
aiti-10926	93	4	several	several	ADJ
aiti-10926	93	5	tasks	task	NOUN
aiti-10926	93	6	as	as	SCONJ
aiti-10926	93	7	described	describe	VERB
aiti-10926	93	8	in	in	ADP
aiti-10926	93	9	fig	fig	NOUN
aiti-10926	93	10	.	.	PUNCT
aiti-10926	94	1	2	2	X
aiti-10926	94	2	.	.	X
aiti-10926	94	3	the	the	DET
aiti-10926	94	4	first	first	ADJ
aiti-10926	94	5	task	task	NOUN
aiti-10926	94	6	aims	aim	VERB
aiti-10926	94	7	to	to	PART
aiti-10926	94	8	extract	extract	VERB
aiti-10926	94	9	and	and	CCONJ
aiti-10926	94	10	crop	crop	VERB
aiti-10926	94	11	the	the	DET
aiti-10926	94	12	area	area	NOUN
aiti-10926	94	13	containing	contain	VERB
aiti-10926	94	14	only	only	ADV
aiti-10926	94	15	the	the	DET
aiti-10926	94	16	scale	scale	NOUN
aiti-10926	94	17	and	and	CCONJ
aiti-10926	94	18	then	then	ADV
aiti-10926	94	19	resize	resize	VERB
aiti-10926	94	20	the	the	DET
aiti-10926	94	21	image	image	NOUN
aiti-10926	94	22	to	to	ADP
aiti-10926	94	23	1000	1000	NUM
aiti-10926	94	24	×	×	NOUN
aiti-10926	94	25	1000	1000	NUM
aiti-10926	94	26	pixels	pixel	NOUN
aiti-10926	94	27	.	.	PUNCT
aiti-10926	95	1	the	the	DET
aiti-10926	95	2	next	next	ADJ
aiti-10926	95	3	task	task	NOUN
aiti-10926	95	4	was	be	AUX
aiti-10926	95	5	to	to	PART
aiti-10926	95	6	adjust	adjust	VERB
aiti-10926	95	7	the	the	DET
aiti-10926	95	8	brightness	brightness	NOUN
aiti-10926	95	9	balance	balance	NOUN
aiti-10926	95	10	to	to	PART
aiti-10926	95	11	reduce	reduce	VERB
aiti-10926	95	12	lighting	lighting	NOUN
aiti-10926	95	13	effects	effect	NOUN
aiti-10926	95	14	or	or	CCONJ
aiti-10926	95	15	underexposure	underexposure	NOUN
aiti-10926	95	16	.	.	PUNCT
aiti-10926	96	1	then	then	ADV
aiti-10926	96	2	,	,	PUNCT
aiti-10926	96	3	the	the	DET
aiti-10926	96	4	background	background	NOUN
aiti-10926	96	5	was	be	AUX
aiti-10926	96	6	removed	remove	VERB
aiti-10926	96	7	,	,	PUNCT
aiti-10926	96	8	and	and	CCONJ
aiti-10926	96	9	only	only	ADV
aiti-10926	96	10	the	the	DET
aiti-10926	96	11	rounded	rounded	ADJ
aiti-10926	96	12	scale	scale	NOUN
aiti-10926	96	13	was	be	AUX
aiti-10926	96	14	kept	keep	VERB
aiti-10926	96	15	.	.	PUNCT
aiti-10926	97	1	subsequently	subsequently	ADV
aiti-10926	97	2	,	,	PUNCT
aiti-10926	97	3	the	the	DET
aiti-10926	97	4	center	center	NOUN
aiti-10926	97	5	,	,	PUNCT
aiti-10926	97	6	needle	needle	NOUN
aiti-10926	97	7	,	,	PUNCT
aiti-10926	97	8	and	and	CCONJ
aiti-10926	97	9	numbers	number	NOUN
aiti-10926	97	10	on	on	ADP
aiti-10926	97	11	the	the	DET
aiti-10926	97	12	scale	scale	NOUN
aiti-10926	97	13	were	be	AUX
aiti-10926	97	14	identified	identify	VERB
aiti-10926	97	15	.	.	PUNCT
aiti-10926	98	1	several	several	ADJ
aiti-10926	98	2	relevant	relevant	ADJ
aiti-10926	98	3	mathematical	mathematical	ADJ
aiti-10926	98	4	operations	operation	NOUN
aiti-10926	98	5	were	be	AUX
aiti-10926	98	6	applied	apply	VERB
aiti-10926	98	7	to	to	PART
aiti-10926	98	8	confirm	confirm	VERB
aiti-10926	98	9	the	the	DET
aiti-10926	98	10	angle	angle	NOUN
aiti-10926	98	11	measured	measure	VERB
aiti-10926	98	12	by	by	ADP
aiti-10926	98	13	the	the	DET
aiti-10926	98	14	three	three	NUM
aiti-10926	98	15	above	above	ADV
aiti-10926	98	16	-	-	PUNCT
aiti-10926	98	17	mentioned	mention	VERB
aiti-10926	98	18	factors	factor	NOUN
aiti-10926	98	19	(	(	PUNCT
aiti-10926	98	20	center	center	NOUN
aiti-10926	98	21	,	,	PUNCT
aiti-10926	98	22	needle	needle	NOUN
aiti-10926	98	23	,	,	PUNCT
aiti-10926	98	24	and	and	CCONJ
aiti-10926	98	25	numbers	number	NOUN
aiti-10926	98	26	)	)	PUNCT
aiti-10926	98	27	for	for	ADP
aiti-10926	98	28	determining	determine	VERB
aiti-10926	98	29	the	the	DET
aiti-10926	98	30	weight	weight	NOUN
aiti-10926	98	31	.	.	PUNCT
aiti-10926	99	1	fig	fig	NOUN
aiti-10926	99	2	.	.	PUNCT
aiti-10926	100	1	2	2	NUM
aiti-10926	100	2	steps	step	NOUN
aiti-10926	100	3	to	to	PART
aiti-10926	100	4	calculate	calculate	VERB
aiti-10926	100	5	the	the	DET
aiti-10926	100	6	weight	weight	NOUN
aiti-10926	100	7	from	from	ADP
aiti-10926	100	8	the	the	DET
aiti-10926	100	9	cropped	cropped	ADJ
aiti-10926	100	10	image	image	NOUN
aiti-10926	100	11	3.2	3.2	NUM
aiti-10926	100	12	.	.	PUNCT
aiti-10926	101	1	cropping	crop	VERB
aiti-10926	101	2	the	the	DET
aiti-10926	101	3	image	image	NOUN
aiti-10926	101	4	and	and	CCONJ
aiti-10926	101	5	adjusting	adjust	VERB
aiti-10926	101	6	the	the	DET
aiti-10926	101	7	size	size	NOUN
aiti-10926	101	8	the	the	DET
aiti-10926	101	9	scale	scale	NOUN
aiti-10926	101	10	recognition	recognition	NOUN
aiti-10926	101	11	model	model	NOUN
aiti-10926	101	12	was	be	AUX
aiti-10926	101	13	used	use	VERB
aiti-10926	101	14	to	to	PART
aiti-10926	101	15	recognize	recognize	VERB
aiti-10926	101	16	and	and	CCONJ
aiti-10926	101	17	return	return	VERB
aiti-10926	101	18	the	the	DET
aiti-10926	101	19	position	position	NOUN
aiti-10926	101	20	of	of	ADP
aiti-10926	101	21	the	the	DET
aiti-10926	101	22	scale	scale	NOUN
aiti-10926	101	23	in	in	ADP
aiti-10926	101	24	the	the	DET
aiti-10926	101	25	image	image	NOUN
aiti-10926	101	26	.	.	PUNCT
aiti-10926	102	1	then	then	ADV
aiti-10926	102	2	the	the	DET
aiti-10926	102	3	image	image	NOUN
aiti-10926	102	4	was	be	AUX
aiti-10926	102	5	cropped	crop	VERB
aiti-10926	102	6	based	base	VERB
aiti-10926	102	7	on	on	ADP
aiti-10926	102	8	the	the	DET
aiti-10926	102	9	x	x	PROPN
aiti-10926	102	10	min	min	PROPN
aiti-10926	102	11	,	,	PUNCT
aiti-10926	102	12	y	y	PROPN
aiti-10926	102	13	min	min	PROPN
aiti-10926	102	14	,	,	PUNCT
aiti-10926	102	15	x	x	SYM
aiti-10926	102	16	max	max	PROPN
aiti-10926	102	17	,	,	PUNCT
aiti-10926	102	18	and	and	CCONJ
aiti-10926	102	19	y	y	PROPN
aiti-10926	102	20	max	max	PROPN
aiti-10926	102	21	values	value	VERB
aiti-10926	102	22	to	to	PART
aiti-10926	102	23	obtain	obtain	VERB
aiti-10926	102	24	the	the	DET
aiti-10926	102	25	image	image	NOUN
aiti-10926	102	26	of	of	ADP
aiti-10926	102	27	the	the	DET
aiti-10926	102	28	scale	scale	NOUN
aiti-10926	102	29	as	as	SCONJ
aiti-10926	102	30	shown	show	VERB
aiti-10926	102	31	in	in	ADP
aiti-10926	102	32	fig	fig	NOUN
aiti-10926	102	33	.	.	PUNCT
aiti-10926	103	1	3	3	X
aiti-10926	103	2	.	.	X
aiti-10926	104	1	after	after	ADP
aiti-10926	104	2	that	that	PRON
aiti-10926	104	3	,	,	PUNCT
aiti-10926	104	4	the	the	DET
aiti-10926	104	5	image	image	NOUN
aiti-10926	104	6	was	be	AUX
aiti-10926	104	7	resized	resize	VERB
aiti-10926	104	8	to	to	ADP
aiti-10926	104	9	1000	1000	NUM
aiti-10926	104	10	×	×	NOUN
aiti-10926	104	11	1000	1000	NUM
aiti-10926	104	12	pixels	pixel	NOUN
aiti-10926	104	13	for	for	ADP
aiti-10926	104	14	further	further	ADJ
aiti-10926	104	15	processing	processing	NOUN
aiti-10926	104	16	using	use	VERB
aiti-10926	104	17	opencv	opencv	PROPN
aiti-10926	104	18	’s	’s	PART
aiti-10926	104	19	resizing	resizing	NOUN
aiti-10926	104	20	algorithm	algorithm	NOUN
aiti-10926	104	21	.	.	PUNCT
aiti-10926	105	1	fig	fig	NOUN
aiti-10926	105	2	.	.	PUNCT
aiti-10926	106	1	3	3	NUM
aiti-10926	106	2	the	the	DET
aiti-10926	106	3	image	image	NOUN
aiti-10926	106	4	cropping	crop	VERB
aiti-10926	106	5	step	step	NOUN
aiti-10926	106	6	3.3	3.3	NUM
aiti-10926	106	7	.	.	PUNCT
aiti-10926	107	1	brightness	brightness	NOUN
aiti-10926	107	2	balancing	balance	VERB
aiti-10926	107	3	the	the	DET
aiti-10926	107	4	cropped	crop	VERB
aiti-10926	107	5	images	image	NOUN
aiti-10926	107	6	from	from	ADP
aiti-10926	107	7	the	the	DET
aiti-10926	107	8	previous	previous	ADJ
aiti-10926	107	9	step	step	NOUN
aiti-10926	107	10	were	be	AUX
aiti-10926	107	11	converted	convert	VERB
aiti-10926	107	12	to	to	ADP
aiti-10926	107	13	grayscale	grayscale	NOUN
aiti-10926	107	14	images	image	NOUN
aiti-10926	107	15	,	,	PUNCT
aiti-10926	107	16	and	and	CCONJ
aiti-10926	107	17	the	the	DET
aiti-10926	107	18	grayscale	grayscale	NOUN
aiti-10926	107	19	histograms	histogram	NOUN
aiti-10926	107	20	were	be	AUX
aiti-10926	107	21	computed	compute	VERB
aiti-10926	107	22	.	.	PUNCT
aiti-10926	108	1	as	as	SCONJ
aiti-10926	108	2	shown	show	VERB
aiti-10926	108	3	in	in	ADP
aiti-10926	108	4	fig	fig	NOUN
aiti-10926	108	5	.	.	PUNCT
aiti-10926	109	1	4	4	NUM
aiti-10926	109	2	,	,	PUNCT
aiti-10926	109	3	the	the	DET
aiti-10926	109	4	average	average	ADJ
aiti-10926	109	5	values	value	NOUN
aiti-10926	109	6	were	be	AUX
aiti-10926	109	7	calculated	calculate	VERB
aiti-10926	109	8	to	to	PART
aiti-10926	109	9	balance	balance	VERB
aiti-10926	109	10	the	the	DET
aiti-10926	109	11	image	image	NOUN
aiti-10926	109	12	brightness	brightness	NOUN
aiti-10926	109	13	.	.	PUNCT
aiti-10926	110	1	the	the	DET
aiti-10926	110	2	cvt	cvt	NOUN
aiti-10926	110	3	-	-	PUNCT
aiti-10926	110	4	color	color	NOUN
aiti-10926	110	5	(	(	PUNCT
aiti-10926	110	6	)	)	PUNCT
aiti-10926	110	7	and	and	CCONJ
aiti-10926	110	8	calchist	calchist	PROPN
aiti-10926	110	9	(	(	PUNCT
aiti-10926	110	10	)	)	PUNCT
aiti-10926	110	11	functions	function	NOUN
aiti-10926	110	12	of	of	ADP
aiti-10926	110	13	the	the	DET
aiti-10926	110	14	opencv	opencv	PROPN
aiti-10926	110	15	library	library	NOUN
aiti-10926	110	16	were	be	AUX
aiti-10926	110	17	combined	combine	VERB
aiti-10926	110	18	to	to	PART
aiti-10926	110	19	accomplish	accomplish	VERB
aiti-10926	110	20	these	these	DET
aiti-10926	110	21	tasks	task	NOUN
aiti-10926	110	22	.	.	PUNCT
aiti-10926	111	1	advances	advance	NOUN
aiti-10926	111	2	in	in	ADP
aiti-10926	111	3	technology	technology	NOUN
aiti-10926	111	4	innovation	innovation	NOUN
aiti-10926	111	5	,	,	PUNCT
aiti-10926	111	6	vol	vol	NOUN
aiti-10926	111	7	.	.	PROPN
aiti-10926	111	8	8	8	NUM
aiti-10926	111	9	,	,	PUNCT
aiti-10926	111	10	no	no	INTJ
aiti-10926	111	11	.	.	NOUN
aiti-10926	111	12	2	2	NUM
aiti-10926	111	13	,	,	PUNCT
aiti-10926	111	14	2023	2023	NUM
aiti-10926	111	15	,	,	PUNCT
aiti-10926	111	16	pp	pp	ADJ
aiti-10926	111	17	.	.	PUNCT
aiti-10926	112	1	100	100	NUM
aiti-10926	112	2	-	-	SYM
aiti-10926	112	3	110	110	NUM
aiti-10926	112	4	104	104	NUM
aiti-10926	112	5	(	(	PUNCT
aiti-10926	112	6	a	a	NOUN
aiti-10926	112	7	)	)	PUNCT
aiti-10926	112	8	before	before	ADP
aiti-10926	112	9	(	(	PUNCT
aiti-10926	112	10	b	b	NOUN
aiti-10926	112	11	)	)	PUNCT
aiti-10926	112	12	after	after	ADP
aiti-10926	112	13	fig	fig	NOUN
aiti-10926	112	14	.	.	PUNCT
aiti-10926	113	1	4	4	NUM
aiti-10926	113	2	the	the	DET
aiti-10926	113	3	scale	scale	NOUN
aiti-10926	113	4	before	before	ADV
aiti-10926	113	5	and	and	CCONJ
aiti-10926	113	6	after	after	ADP
aiti-10926	113	7	brightness	brightness	NOUN
aiti-10926	113	8	balancing	balance	VERB
aiti-10926	113	9	3.4	3.4	NUM
aiti-10926	113	10	.	.	PUNCT
aiti-10926	113	11	background	background	NOUN
aiti-10926	113	12	removal	removal	NOUN
aiti-10926	113	13	when	when	SCONJ
aiti-10926	113	14	cropping	crop	VERB
aiti-10926	113	15	the	the	DET
aiti-10926	113	16	image	image	NOUN
aiti-10926	113	17	according	accord	VERB
aiti-10926	113	18	to	to	ADP
aiti-10926	113	19	the	the	DET
aiti-10926	113	20	predicted	predict	VERB
aiti-10926	113	21	contour	contour	NOUN
aiti-10926	113	22	of	of	ADP
aiti-10926	113	23	the	the	DET
aiti-10926	113	24	scale	scale	NOUN
aiti-10926	113	25	recognition	recognition	NOUN
aiti-10926	113	26	model	model	NOUN
aiti-10926	113	27	,	,	PUNCT
aiti-10926	113	28	the	the	DET
aiti-10926	113	29	received	received	ADJ
aiti-10926	113	30	image	image	NOUN
aiti-10926	113	31	mostly	mostly	ADV
aiti-10926	113	32	contains	contain	VERB
aiti-10926	113	33	the	the	DET
aiti-10926	113	34	background	background	NOUN
aiti-10926	113	35	behind	behind	ADP
aiti-10926	113	36	the	the	DET
aiti-10926	113	37	scale	scale	NOUN
aiti-10926	113	38	.	.	PUNCT
aiti-10926	114	1	unfortunately	unfortunately	ADV
aiti-10926	114	2	,	,	PUNCT
aiti-10926	114	3	the	the	DET
aiti-10926	114	4	background	background	NOUN
aiti-10926	114	5	is	be	AUX
aiti-10926	114	6	sometimes	sometimes	ADV
aiti-10926	114	7	the	the	DET
aiti-10926	114	8	factor	factor	NOUN
aiti-10926	114	9	that	that	PRON
aiti-10926	114	10	interferes	interfere	VERB
aiti-10926	114	11	with	with	ADP
aiti-10926	114	12	further	further	ADJ
aiti-10926	114	13	determination	determination	NOUN
aiti-10926	114	14	,	,	PUNCT
aiti-10926	114	15	so	so	SCONJ
aiti-10926	114	16	it	it	PRON
aiti-10926	114	17	must	must	AUX
aiti-10926	114	18	be	be	AUX
aiti-10926	114	19	removed	remove	VERB
aiti-10926	114	20	.	.	PUNCT
aiti-10926	115	1	the	the	DET
aiti-10926	115	2	removal	removal	NOUN
aiti-10926	115	3	of	of	ADP
aiti-10926	115	4	the	the	DET
aiti-10926	115	5	background	background	NOUN
aiti-10926	115	6	can	can	AUX
aiti-10926	115	7	be	be	AUX
aiti-10926	115	8	retouched	retouch	VERB
aiti-10926	115	9	by	by	ADP
aiti-10926	115	10	smoothing	smooth	VERB
aiti-10926	115	11	the	the	DET
aiti-10926	115	12	image	image	NOUN
aiti-10926	115	13	with	with	ADP
aiti-10926	115	14	the	the	DET
aiti-10926	115	15	gaussian	gaussian	ADJ
aiti-10926	115	16	blur	blur	NOUN
aiti-10926	115	17	operation	operation	NOUN
aiti-10926	115	18	and	and	CCONJ
aiti-10926	115	19	then	then	ADV
aiti-10926	115	20	converting	convert	VERB
aiti-10926	115	21	the	the	DET
aiti-10926	115	22	color	color	NOUN
aiti-10926	115	23	image	image	NOUN
aiti-10926	115	24	to	to	ADP
aiti-10926	115	25	grayscale	grayscale	NOUN
aiti-10926	115	26	.	.	PUNCT
aiti-10926	116	1	subsequently	subsequently	ADV
aiti-10926	116	2	,	,	PUNCT
aiti-10926	116	3	the	the	DET
aiti-10926	116	4	contours	contours	NOUN
aiti-10926	116	5	of	of	ADP
aiti-10926	116	6	the	the	DET
aiti-10926	116	7	image	image	NOUN
aiti-10926	116	8	were	be	AUX
aiti-10926	116	9	identified	identify	VERB
aiti-10926	116	10	,	,	PUNCT
aiti-10926	116	11	and	and	CCONJ
aiti-10926	116	12	the	the	DET
aiti-10926	116	13	largest	large	ADJ
aiti-10926	116	14	contour	contour	NOUN
aiti-10926	116	15	was	be	AUX
aiti-10926	116	16	picked	pick	VERB
aiti-10926	116	17	out	out	ADP
aiti-10926	116	18	and	and	CCONJ
aiti-10926	116	19	redrawn	redrawn	NOUN
aiti-10926	116	20	with	with	ADP
aiti-10926	116	21	green	green	ADJ
aiti-10926	116	22	color	color	NOUN
aiti-10926	116	23	.	.	PUNCT
aiti-10926	117	1	then	then	ADV
aiti-10926	117	2	the	the	DET
aiti-10926	117	3	color	color	NOUN
aiti-10926	117	4	filtering	filter	VERB
aiti-10926	117	5	algorithm	algorithm	NOUN
aiti-10926	117	6	was	be	AUX
aiti-10926	117	7	applied	apply	VERB
aiti-10926	117	8	to	to	PART
aiti-10926	117	9	keep	keep	VERB
aiti-10926	117	10	only	only	ADV
aiti-10926	117	11	the	the	DET
aiti-10926	117	12	green	green	ADJ
aiti-10926	117	13	color	color	NOUN
aiti-10926	117	14	.	.	PUNCT
aiti-10926	118	1	next	next	ADV
aiti-10926	118	2	,	,	PUNCT
aiti-10926	118	3	the	the	DET
aiti-10926	118	4	green	green	ADJ
aiti-10926	118	5	objects	object	NOUN
aiti-10926	118	6	were	be	AUX
aiti-10926	118	7	filtered	filter	VERB
aiti-10926	118	8	by	by	ADP
aiti-10926	118	9	converting	convert	VERB
aiti-10926	118	10	the	the	DET
aiti-10926	118	11	image	image	NOUN
aiti-10926	118	12	to	to	ADP
aiti-10926	118	13	the	the	DET
aiti-10926	118	14	hue	hue	NOUN
aiti-10926	118	15	,	,	PUNCT
aiti-10926	118	16	saturation	saturation	NOUN
aiti-10926	118	17	,	,	PUNCT
aiti-10926	118	18	and	and	CCONJ
aiti-10926	118	19	value	value	NOUN
aiti-10926	118	20	(	(	PUNCT
aiti-10926	118	21	hsv	hsv	PROPN
aiti-10926	118	22	)	)	PUNCT
aiti-10926	118	23	color	color	NOUN
aiti-10926	118	24	space	space	NOUN
aiti-10926	118	25	and	and	CCONJ
aiti-10926	118	26	selecting	select	VERB
aiti-10926	118	27	an	an	DET
aiti-10926	118	28	appropriate	appropriate	ADJ
aiti-10926	118	29	color	color	NOUN
aiti-10926	118	30	threshold	threshold	NOUN
aiti-10926	118	31	to	to	PART
aiti-10926	118	32	draw	draw	VERB
aiti-10926	118	33	the	the	DET
aiti-10926	118	34	contour	contour	NOUN
aiti-10926	118	35	.	.	PUNCT
aiti-10926	119	1	after	after	ADP
aiti-10926	119	2	that	that	PRON
aiti-10926	119	3	,	,	PUNCT
aiti-10926	119	4	the	the	DET
aiti-10926	119	5	circle	circle	NOUN
aiti-10926	119	6	detection	detection	NOUN
aiti-10926	119	7	algorithm	algorithm	NOUN
aiti-10926	119	8	was	be	AUX
aiti-10926	119	9	used	use	VERB
aiti-10926	119	10	to	to	PART
aiti-10926	119	11	detect	detect	VERB
aiti-10926	119	12	the	the	DET
aiti-10926	119	13	front	front	ADJ
aiti-10926	119	14	surface	surface	NOUN
aiti-10926	119	15	of	of	ADP
aiti-10926	119	16	the	the	DET
aiti-10926	119	17	scale	scale	NOUN
aiti-10926	119	18	.	.	PUNCT
aiti-10926	120	1	this	this	DET
aiti-10926	120	2	algorithm	algorithm	NOUN
aiti-10926	120	3	returned	return	VERB
aiti-10926	120	4	the	the	DET
aiti-10926	120	5	center	center	NOUN
aiti-10926	120	6	point	point	NOUN
aiti-10926	120	7	(	(	PUNCT
aiti-10926	120	8	xi	xi	PROPN
aiti-10926	120	9	,	,	PUNCT
aiti-10926	120	10	yi	yi	PROPN
aiti-10926	120	11	)	)	PUNCT
aiti-10926	120	12	and	and	CCONJ
aiti-10926	120	13	radius	radius	NOUN
aiti-10926	120	14	r	r	NOUN
aiti-10926	120	15	of	of	ADP
aiti-10926	120	16	the	the	DET
aiti-10926	120	17	detected	detect	VERB
aiti-10926	120	18	circle	circle	NOUN
aiti-10926	120	19	.	.	PUNCT
aiti-10926	121	1	all	all	DET
aiti-10926	121	2	circles	circle	NOUN
aiti-10926	121	3	with	with	ADP
aiti-10926	121	4	a	a	DET
aiti-10926	121	5	center	center	NOUN
aiti-10926	121	6	of	of	ADP
aiti-10926	121	7	(	(	PUNCT
aiti-10926	121	8	xi	xi	PROPN
aiti-10926	121	9	,	,	PUNCT
aiti-10926	121	10	yi	yi	PROPN
aiti-10926	121	11	)	)	PUNCT
aiti-10926	121	12	and	and	CCONJ
aiti-10926	121	13	a	a	DET
aiti-10926	121	14	radius	radius	NOUN
aiti-10926	121	15	greater	great	ADJ
aiti-10926	121	16	than	than	SCONJ
aiti-10926	121	17	r	r	NOUN
aiti-10926	121	18	were	be	AUX
aiti-10926	121	19	drawn	draw	VERB
aiti-10926	121	20	to	to	PART
aiti-10926	121	21	remove	remove	VERB
aiti-10926	121	22	all	all	DET
aiti-10926	121	23	backgrounds	background	NOUN
aiti-10926	121	24	outside	outside	ADP
aiti-10926	121	25	the	the	DET
aiti-10926	121	26	scale	scale	NOUN
aiti-10926	121	27	surface	surface	NOUN
aiti-10926	121	28	.	.	PUNCT
aiti-10926	122	1	fig	fig	NOUN
aiti-10926	122	2	.	.	PUNCT
aiti-10926	123	1	5(a	5(a	NUM
aiti-10926	123	2	)	)	PUNCT
aiti-10926	123	3	illustrates	illustrate	VERB
aiti-10926	123	4	the	the	DET
aiti-10926	123	5	scale	scale	NOUN
aiti-10926	123	6	with	with	ADP
aiti-10926	123	7	background	background	NOUN
aiti-10926	123	8	,	,	PUNCT
aiti-10926	123	9	while	while	SCONJ
aiti-10926	123	10	such	such	ADJ
aiti-10926	123	11	background	background	NOUN
aiti-10926	123	12	is	be	AUX
aiti-10926	123	13	removed	remove	VERB
aiti-10926	123	14	from	from	ADP
aiti-10926	123	15	the	the	DET
aiti-10926	123	16	image	image	NOUN
aiti-10926	123	17	as	as	SCONJ
aiti-10926	123	18	shown	show	VERB
aiti-10926	123	19	in	in	ADP
aiti-10926	123	20	fig	fig	NOUN
aiti-10926	123	21	.	.	PUNCT
aiti-10926	124	1	5(b	5(b	NUM
aiti-10926	124	2	)	)	PUNCT
aiti-10926	124	3	.	.	PUNCT
aiti-10926	125	1	this	this	DET
aiti-10926	125	2	process	process	NOUN
aiti-10926	125	3	was	be	AUX
aiti-10926	125	4	implemented	implement	VERB
aiti-10926	125	5	with	with	ADP
aiti-10926	125	6	several	several	ADJ
aiti-10926	125	7	functions	function	NOUN
aiti-10926	125	8	of	of	ADP
aiti-10926	125	9	the	the	DET
aiti-10926	125	10	opencv	opencv	PROPN
aiti-10926	125	11	library	library	NOUN
aiti-10926	125	12	,	,	PUNCT
aiti-10926	125	13	including	include	VERB
aiti-10926	125	14	the	the	DET
aiti-10926	125	15	findcontour	findcontour	NOUN
aiti-10926	125	16	(	(	PUNCT
aiti-10926	125	17	)	)	PUNCT
aiti-10926	125	18	function	function	VERB
aiti-10926	125	19	to	to	PART
aiti-10926	125	20	find	find	VERB
aiti-10926	125	21	the	the	DET
aiti-10926	125	22	contour	contour	NOUN
aiti-10926	125	23	of	of	ADP
aiti-10926	125	24	the	the	DET
aiti-10926	125	25	scale	scale	NOUN
aiti-10926	125	26	,	,	PUNCT
aiti-10926	125	27	the	the	DET
aiti-10926	125	28	inrange	inrange	ADJ
aiti-10926	125	29	(	(	PUNCT
aiti-10926	125	30	)	)	PUNCT
aiti-10926	125	31	function	function	NOUN
aiti-10926	125	32	to	to	PART
aiti-10926	125	33	perform	perform	VERB
aiti-10926	125	34	threshold	threshold	NOUN
aiti-10926	125	35	operations	operation	NOUN
aiti-10926	125	36	,	,	PUNCT
aiti-10926	125	37	and	and	CCONJ
aiti-10926	125	38	the	the	DET
aiti-10926	125	39	houghcircles	houghcircle	NOUN
aiti-10926	125	40	(	(	PUNCT
aiti-10926	125	41	)	)	PUNCT
aiti-10926	125	42	function	function	VERB
aiti-10926	125	43	to	to	PART
aiti-10926	125	44	detect	detect	VERB
aiti-10926	125	45	the	the	DET
aiti-10926	125	46	circle	circle	NOUN
aiti-10926	125	47	.	.	PUNCT
aiti-10926	126	1	(	(	PUNCT
aiti-10926	126	2	a	a	X
aiti-10926	126	3	)	)	PUNCT
aiti-10926	126	4	before	before	ADP
aiti-10926	126	5	background	background	NOUN
aiti-10926	126	6	removal	removal	NOUN
aiti-10926	126	7	(	(	PUNCT
aiti-10926	126	8	b	b	NOUN
aiti-10926	126	9	)	)	PUNCT
aiti-10926	126	10	after	after	ADP
aiti-10926	126	11	background	background	NOUN
aiti-10926	126	12	removal	removal	PROPN
aiti-10926	126	13	fig	fig	NOUN
aiti-10926	126	14	.	.	PUNCT
aiti-10926	127	1	5	5	NUM
aiti-10926	127	2	the	the	DET
aiti-10926	127	3	scale	scale	NOUN
aiti-10926	127	4	before	before	ADV
aiti-10926	127	5	and	and	CCONJ
aiti-10926	127	6	after	after	ADP
aiti-10926	127	7	the	the	DET
aiti-10926	127	8	background	background	NOUN
aiti-10926	127	9	removal	removal	NOUN
aiti-10926	127	10	step	step	VERB
aiti-10926	127	11	3.5	3.5	NUM
aiti-10926	127	12	.	.	PUNCT
aiti-10926	128	1	determining	determine	VERB
aiti-10926	128	2	the	the	DET
aiti-10926	128	3	center	center	NOUN
aiti-10926	128	4	and	and	CCONJ
aiti-10926	128	5	the	the	DET
aiti-10926	128	6	numbers	number	NOUN
aiti-10926	128	7	on	on	ADP
aiti-10926	128	8	the	the	DET
aiti-10926	128	9	scale	scale	NOUN
aiti-10926	128	10	the	the	DET
aiti-10926	128	11	center	center	NOUN
aiti-10926	128	12	point	point	NOUN
aiti-10926	128	13	was	be	AUX
aiti-10926	128	14	determined	determine	VERB
aiti-10926	128	15	from	from	ADP
aiti-10926	128	16	the	the	DET
aiti-10926	128	17	background	background	NOUN
aiti-10926	128	18	removal	removal	NOUN
aiti-10926	128	19	step	step	NOUN
aiti-10926	128	20	,	,	PUNCT
aiti-10926	128	21	i.e.	i.e.	X
aiti-10926	128	22	,	,	PUNCT
aiti-10926	128	23	the	the	DET
aiti-10926	128	24	center	center	NOUN
aiti-10926	128	25	point	point	NOUN
aiti-10926	128	26	returned	return	VERB
aiti-10926	128	27	from	from	ADP
aiti-10926	128	28	the	the	DET
aiti-10926	128	29	step	step	NOUN
aiti-10926	128	30	that	that	PRON
aiti-10926	128	31	determines	determine	VERB
aiti-10926	128	32	the	the	DET
aiti-10926	128	33	center	center	ADJ
aiti-10926	128	34	point	point	NOUN
aiti-10926	128	35	of	of	ADP
aiti-10926	128	36	the	the	DET
aiti-10926	128	37	detected	detect	VERB
aiti-10926	128	38	circle	circle	NOUN
aiti-10926	128	39	.	.	PUNCT
aiti-10926	129	1	if	if	SCONJ
aiti-10926	129	2	many	many	ADJ
aiti-10926	129	3	circles	circle	NOUN
aiti-10926	129	4	are	be	AUX
aiti-10926	129	5	found	find	VERB
aiti-10926	129	6	,	,	PUNCT
aiti-10926	129	7	the	the	DET
aiti-10926	129	8	largest	large	ADJ
aiti-10926	129	9	circle	circle	NOUN
aiti-10926	129	10	,	,	PUNCT
aiti-10926	129	11	which	which	PRON
aiti-10926	129	12	has	have	VERB
aiti-10926	129	13	the	the	DET
aiti-10926	129	14	maximum	maximum	ADJ
aiti-10926	129	15	radius	radius	NOUN
aiti-10926	129	16	,	,	PUNCT
aiti-10926	129	17	will	will	AUX
aiti-10926	129	18	be	be	AUX
aiti-10926	129	19	taken	take	VERB
aiti-10926	129	20	into	into	ADP
aiti-10926	129	21	account	account	NOUN
aiti-10926	129	22	;	;	PUNCT
aiti-10926	129	23	if	if	SCONJ
aiti-10926	129	24	no	no	DET
aiti-10926	129	25	circle	circle	NOUN
aiti-10926	129	26	is	be	AUX
aiti-10926	129	27	found	find	VERB
aiti-10926	129	28	,	,	PUNCT
aiti-10926	129	29	the	the	DET
aiti-10926	129	30	center	center	NOUN
aiti-10926	129	31	of	of	ADP
aiti-10926	129	32	the	the	DET
aiti-10926	129	33	largest	large	ADJ
aiti-10926	129	34	contour	contour	NOUN
aiti-10926	129	35	will	will	AUX
aiti-10926	129	36	be	be	AUX
aiti-10926	129	37	used	use	VERB
aiti-10926	129	38	.	.	PUNCT
aiti-10926	130	1	advances	advance	NOUN
aiti-10926	130	2	in	in	ADP
aiti-10926	130	3	technology	technology	NOUN
aiti-10926	130	4	innovation	innovation	NOUN
aiti-10926	130	5	,	,	PUNCT
aiti-10926	130	6	vol	vol	NOUN
aiti-10926	130	7	.	.	PROPN
aiti-10926	130	8	8	8	NUM
aiti-10926	130	9	,	,	PUNCT
aiti-10926	130	10	no	no	INTJ
aiti-10926	130	11	.	.	NOUN
aiti-10926	130	12	2	2	NUM
aiti-10926	130	13	,	,	PUNCT
aiti-10926	130	14	2023	2023	NUM
aiti-10926	130	15	,	,	PUNCT
aiti-10926	130	16	pp	pp	ADJ
aiti-10926	130	17	.	.	PUNCT
aiti-10926	131	1	100	100	NUM
aiti-10926	131	2	-	-	SYM
aiti-10926	131	3	110	110	NUM
aiti-10926	131	4	105	105	NUM
aiti-10926	131	5	to	to	PART
aiti-10926	131	6	identify	identify	VERB
aiti-10926	131	7	the	the	DET
aiti-10926	131	8	numerical	numerical	ADJ
aiti-10926	131	9	values	value	NOUN
aiti-10926	131	10	on	on	ADP
aiti-10926	131	11	the	the	DET
aiti-10926	131	12	scale	scale	NOUN
aiti-10926	131	13	surface	surface	NOUN
aiti-10926	131	14	,	,	PUNCT
aiti-10926	131	15	firstly	firstly	ADV
aiti-10926	131	16	,	,	PUNCT
aiti-10926	131	17	only	only	ADV
aiti-10926	131	18	the	the	DET
aiti-10926	131	19	black	black	ADJ
aiti-10926	131	20	areas	area	NOUN
aiti-10926	131	21	in	in	ADP
aiti-10926	131	22	the	the	DET
aiti-10926	131	23	image	image	NOUN
aiti-10926	131	24	will	will	AUX
aiti-10926	131	25	be	be	AUX
aiti-10926	131	26	preserved	preserve	VERB
aiti-10926	131	27	as	as	SCONJ
aiti-10926	131	28	the	the	DET
aiti-10926	131	29	numbers	number	NOUN
aiti-10926	131	30	are	be	AUX
aiti-10926	131	31	in	in	ADP
aiti-10926	131	32	black	black	ADJ
aiti-10926	131	33	.	.	PUNCT
aiti-10926	132	1	the	the	DET
aiti-10926	132	2	morphological	morphological	ADJ
aiti-10926	132	3	operators	operator	NOUN
aiti-10926	132	4	closing	close	VERB
aiti-10926	132	5	and	and	CCONJ
aiti-10926	132	6	opening	opening	NOUN
aiti-10926	132	7	[	[	NOUN
aiti-10926	132	8	27	27	NUM
aiti-10926	132	9	]	]	PUNCT
aiti-10926	132	10	were	be	AUX
aiti-10926	132	11	combined	combine	VERB
aiti-10926	132	12	to	to	PART
aiti-10926	132	13	remove	remove	VERB
aiti-10926	132	14	the	the	DET
aiti-10926	132	15	small	small	ADJ
aiti-10926	132	16	black	black	ADJ
aiti-10926	132	17	dots	dot	NOUN
aiti-10926	132	18	in	in	ADP
aiti-10926	132	19	the	the	DET
aiti-10926	132	20	image	image	NOUN
aiti-10926	132	21	,	,	PUNCT
aiti-10926	132	22	which	which	PRON
aiti-10926	132	23	are	be	AUX
aiti-10926	132	24	considered	consider	VERB
aiti-10926	132	25	noise	noise	NOUN
aiti-10926	132	26	for	for	ADP
aiti-10926	132	27	this	this	DET
aiti-10926	132	28	task	task	NOUN
aiti-10926	132	29	.	.	PUNCT
aiti-10926	133	1	secondly	secondly	ADV
aiti-10926	133	2	,	,	PUNCT
aiti-10926	133	3	the	the	DET
aiti-10926	133	4	image	image	NOUN
aiti-10926	133	5	was	be	AUX
aiti-10926	133	6	smoothed	smooth	VERB
aiti-10926	133	7	using	use	VERB
aiti-10926	133	8	the	the	DET
aiti-10926	133	9	gaussian	gaussian	ADJ
aiti-10926	133	10	blur	blur	NOUN
aiti-10926	133	11	algorithm	algorithm	NOUN
aiti-10926	133	12	to	to	PART
aiti-10926	133	13	increase	increase	VERB
aiti-10926	133	14	the	the	DET
aiti-10926	133	15	accuracy	accuracy	NOUN
aiti-10926	133	16	of	of	ADP
aiti-10926	133	17	the	the	DET
aiti-10926	133	18	latter	latter	ADJ
aiti-10926	133	19	tasks	task	NOUN
aiti-10926	133	20	.	.	PUNCT
aiti-10926	134	1	after	after	ADP
aiti-10926	134	2	that	that	PRON
aiti-10926	134	3	,	,	PUNCT
aiti-10926	134	4	the	the	DET
aiti-10926	134	5	contours	contours	NOUN
aiti-10926	134	6	that	that	PRON
aiti-10926	134	7	are	be	AUX
aiti-10926	134	8	potentially	potentially	ADV
aiti-10926	134	9	the	the	DET
aiti-10926	134	10	scale	scale	NOUN
aiti-10926	134	11	values	value	NOUN
aiti-10926	134	12	,	,	PUNCT
aiti-10926	134	13	and	and	CCONJ
aiti-10926	134	14	the	the	DET
aiti-10926	134	15	center	center	NOUN
aiti-10926	134	16	of	of	ADP
aiti-10926	134	17	the	the	DET
aiti-10926	134	18	contours	contours	NOUN
aiti-10926	134	19	were	be	AUX
aiti-10926	134	20	determined	determine	VERB
aiti-10926	134	21	as	as	SCONJ
aiti-10926	134	22	demonstrated	demonstrate	VERB
aiti-10926	134	23	in	in	ADP
aiti-10926	134	24	fig	fig	NOUN
aiti-10926	134	25	.	.	PUNCT
aiti-10926	135	1	6(a	6(a	NUM
aiti-10926	135	2	)	)	PUNCT
aiti-10926	135	3	.	.	PUNCT
aiti-10926	136	1	finally	finally	ADV
aiti-10926	136	2	,	,	PUNCT
aiti-10926	136	3	the	the	DET
aiti-10926	136	4	contour	contour	NOUN
aiti-10926	136	5	of	of	ADP
aiti-10926	136	6	the	the	DET
aiti-10926	136	7	number	number	NOUN
aiti-10926	136	8	at	at	ADP
aiti-10926	136	9	the	the	DET
aiti-10926	136	10	middle	middle	ADJ
aiti-10926	136	11	-	-	PUNCT
aiti-10926	136	12	bottom	bottom	NOUN
aiti-10926	136	13	of	of	ADP
aiti-10926	136	14	the	the	DET
aiti-10926	136	15	scale	scale	NOUN
aiti-10926	136	16	was	be	AUX
aiti-10926	136	17	reserved	reserve	VERB
aiti-10926	136	18	as	as	SCONJ
aiti-10926	136	19	shown	show	VERB
aiti-10926	136	20	in	in	ADP
aiti-10926	136	21	fig	fig	NOUN
aiti-10926	136	22	.	.	PUNCT
aiti-10926	137	1	6(b	6(b	NUM
aiti-10926	137	2	)	)	PUNCT
aiti-10926	137	3	.	.	PUNCT
aiti-10926	138	1	with	with	ADP
aiti-10926	138	2	the	the	DET
aiti-10926	138	3	help	help	NOUN
aiti-10926	138	4	of	of	ADP
aiti-10926	138	5	morphological	morphological	ADJ
aiti-10926	138	6	operators	operator	NOUN
aiti-10926	138	7	,	,	PUNCT
aiti-10926	138	8	the	the	DET
aiti-10926	138	9	small	small	ADJ
aiti-10926	138	10	black	black	ADJ
aiti-10926	138	11	areas	area	NOUN
aiti-10926	138	12	that	that	PRON
aiti-10926	138	13	may	may	AUX
aiti-10926	138	14	represent	represent	VERB
aiti-10926	138	15	the	the	DET
aiti-10926	138	16	noise	noise	NOUN
aiti-10926	138	17	of	of	ADP
aiti-10926	138	18	this	this	DET
aiti-10926	138	19	task	task	NOUN
aiti-10926	138	20	were	be	AUX
aiti-10926	138	21	removed	remove	VERB
aiti-10926	138	22	.	.	PUNCT
aiti-10926	139	1	only	only	ADV
aiti-10926	139	2	the	the	DET
aiti-10926	139	3	big	big	ADJ
aiti-10926	139	4	numbers	number	NOUN
aiti-10926	139	5	that	that	PRON
aiti-10926	139	6	represent	represent	VERB
aiti-10926	139	7	the	the	DET
aiti-10926	139	8	values	value	NOUN
aiti-10926	139	9	of	of	ADP
aiti-10926	139	10	the	the	DET
aiti-10926	139	11	scale	scale	NOUN
aiti-10926	139	12	and	and	CCONJ
aiti-10926	139	13	their	their	PRON
aiti-10926	139	14	centers	center	NOUN
aiti-10926	139	15	were	be	AUX
aiti-10926	139	16	preserved	preserve	VERB
aiti-10926	139	17	.	.	PUNCT
aiti-10926	140	1	the	the	DET
aiti-10926	140	2	above	above	ADJ
aiti-10926	140	3	tasks	task	NOUN
aiti-10926	140	4	were	be	AUX
aiti-10926	140	5	implemented	implement	VERB
aiti-10926	140	6	based	base	VERB
aiti-10926	140	7	on	on	ADP
aiti-10926	140	8	the	the	DET
aiti-10926	140	9	opencv	opencv	PROPN
aiti-10926	140	10	library	library	NOUN
aiti-10926	140	11	.	.	PUNCT
aiti-10926	141	1	the	the	DET
aiti-10926	141	2	gaussianblur	gaussianblur	NOUN
aiti-10926	141	3	(	(	PUNCT
aiti-10926	141	4	)	)	PUNCT
aiti-10926	141	5	function	function	NOUN
aiti-10926	141	6	was	be	AUX
aiti-10926	141	7	used	use	VERB
aiti-10926	141	8	to	to	PART
aiti-10926	141	9	smooth	smooth	VERB
aiti-10926	141	10	the	the	DET
aiti-10926	141	11	image	image	NOUN
aiti-10926	141	12	;	;	PUNCT
aiti-10926	141	13	the	the	DET
aiti-10926	141	14	getstructuringelement	getstructuringelement	NOUN
aiti-10926	141	15	(	(	PUNCT
aiti-10926	141	16	)	)	PUNCT
aiti-10926	141	17	function	function	NOUN
aiti-10926	141	18	was	be	AUX
aiti-10926	141	19	used	use	VERB
aiti-10926	141	20	to	to	PART
aiti-10926	141	21	create	create	VERB
aiti-10926	141	22	structured	structured	ADJ
aiti-10926	141	23	elements	element	NOUN
aiti-10926	141	24	;	;	PUNCT
aiti-10926	141	25	the	the	DET
aiti-10926	141	26	findcontour	findcontour	NOUN
aiti-10926	141	27	(	(	PUNCT
aiti-10926	141	28	)	)	PUNCT
aiti-10926	141	29	function	function	NOUN
aiti-10926	141	30	was	be	AUX
aiti-10926	141	31	used	use	VERB
aiti-10926	141	32	to	to	PART
aiti-10926	141	33	find	find	VERB
aiti-10926	141	34	the	the	DET
aiti-10926	141	35	contours	contours	NOUN
aiti-10926	141	36	.	.	PUNCT
aiti-10926	142	1	(	(	PUNCT
aiti-10926	142	2	a	a	X
aiti-10926	142	3	)	)	PUNCT
aiti-10926	142	4	the	the	DET
aiti-10926	142	5	potential	potential	ADJ
aiti-10926	142	6	scale	scale	NOUN
aiti-10926	142	7	values	value	NOUN
aiti-10926	142	8	(	(	PUNCT
aiti-10926	142	9	b	b	X
aiti-10926	142	10	)	)	PUNCT
aiti-10926	142	11	the	the	DET
aiti-10926	142	12	middle	middle	ADJ
aiti-10926	142	13	-	-	PUNCT
aiti-10926	142	14	bottom	bottom	NOUN
aiti-10926	142	15	number	number	NOUN
aiti-10926	142	16	and	and	CCONJ
aiti-10926	142	17	its	its	PRON
aiti-10926	142	18	center	center	ADJ
aiti-10926	142	19	fig	fig	NOUN
aiti-10926	142	20	.	.	PUNCT
aiti-10926	143	1	6	6	NUM
aiti-10926	143	2	the	the	DET
aiti-10926	143	3	contours	contours	NOUN
aiti-10926	143	4	of	of	ADP
aiti-10926	143	5	the	the	DET
aiti-10926	143	6	numbers	number	NOUN
aiti-10926	143	7	and	and	CCONJ
aiti-10926	143	8	their	their	PRON
aiti-10926	143	9	centers	center	NOUN
aiti-10926	143	10	detected	detect	VERB
aiti-10926	143	11	in	in	ADP
aiti-10926	143	12	the	the	DET
aiti-10926	143	13	scale	scale	NOUN
aiti-10926	143	14	3.5	3.5	NUM
aiti-10926	143	15	.	.	PUNCT
aiti-10926	143	16	determining	determine	VERB
aiti-10926	143	17	the	the	DET
aiti-10926	143	18	needle	needle	NOUN
aiti-10926	143	19	the	the	DET
aiti-10926	143	20	needle	needle	NOUN
aiti-10926	143	21	determination	determination	NOUN
aiti-10926	143	22	step	step	NOUN
aiti-10926	143	23	started	start	VERB
aiti-10926	143	24	by	by	ADP
aiti-10926	143	25	selecting	select	VERB
aiti-10926	143	26	a	a	DET
aiti-10926	143	27	red	red	ADJ
aiti-10926	143	28	threshold	threshold	NOUN
aiti-10926	143	29	to	to	PART
aiti-10926	143	30	filter	filter	VERB
aiti-10926	143	31	out	out	ADP
aiti-10926	143	32	red	red	ADJ
aiti-10926	143	33	objects	object	NOUN
aiti-10926	143	34	and	and	CCONJ
aiti-10926	143	35	detecting	detect	VERB
aiti-10926	143	36	edges	edge	NOUN
aiti-10926	143	37	in	in	ADP
aiti-10926	143	38	the	the	DET
aiti-10926	143	39	filtered	filter	VERB
aiti-10926	143	40	image	image	NOUN
aiti-10926	143	41	in	in	ADP
aiti-10926	143	42	fig	fig	NOUN
aiti-10926	143	43	.	.	PUNCT
aiti-10926	144	1	7	7	X
aiti-10926	144	2	.	.	X
aiti-10926	144	3	the	the	DET
aiti-10926	144	4	red	red	ADJ
aiti-10926	144	5	objects	object	NOUN
aiti-10926	144	6	were	be	AUX
aiti-10926	144	7	filtered	filter	VERB
aiti-10926	144	8	by	by	ADP
aiti-10926	144	9	converting	convert	VERB
aiti-10926	144	10	the	the	DET
aiti-10926	144	11	image	image	NOUN
aiti-10926	144	12	to	to	ADP
aiti-10926	144	13	the	the	DET
aiti-10926	144	14	hsv	hsv	NOUN
aiti-10926	144	15	color	color	NOUN
aiti-10926	144	16	space	space	NOUN
aiti-10926	144	17	and	and	CCONJ
aiti-10926	144	18	selecting	select	VERB
aiti-10926	144	19	the	the	DET
aiti-10926	144	20	corresponding	correspond	VERB
aiti-10926	144	21	color	color	NOUN
aiti-10926	144	22	threshold	threshold	NOUN
aiti-10926	144	23	with	with	ADP
aiti-10926	144	24	the	the	DET
aiti-10926	144	25	needle	needle	NOUN
aiti-10926	144	26	color	color	NOUN
aiti-10926	144	27	.	.	PUNCT
aiti-10926	145	1	from	from	ADP
aiti-10926	145	2	the	the	DET
aiti-10926	145	3	resulting	result	VERB
aiti-10926	145	4	red	red	ADJ
aiti-10926	145	5	-	-	PUNCT
aiti-10926	145	6	filtered	filter	VERB
aiti-10926	145	7	image	image	NOUN
aiti-10926	145	8	,	,	PUNCT
aiti-10926	145	9	an	an	DET
aiti-10926	145	10	edge	edge	NOUN
aiti-10926	145	11	detection	detection	NOUN
aiti-10926	145	12	algorithm	algorithm	NOUN
aiti-10926	145	13	was	be	AUX
aiti-10926	145	14	used	use	VERB
aiti-10926	145	15	to	to	PART
aiti-10926	145	16	find	find	VERB
aiti-10926	145	17	the	the	DET
aiti-10926	145	18	edge	edge	NOUN
aiti-10926	145	19	of	of	ADP
aiti-10926	145	20	the	the	DET
aiti-10926	145	21	scale	scale	NOUN
aiti-10926	145	22	needle	needle	NOUN
aiti-10926	145	23	.	.	PUNCT
aiti-10926	146	1	the	the	DET
aiti-10926	146	2	thresholding	thresholde	VERB
aiti-10926	146	3	operations	operation	NOUN
aiti-10926	146	4	were	be	AUX
aiti-10926	146	5	performed	perform	VERB
aiti-10926	146	6	using	use	VERB
aiti-10926	146	7	the	the	DET
aiti-10926	146	8	inrange	inrange	ADJ
aiti-10926	146	9	(	(	PUNCT
aiti-10926	146	10	)	)	PUNCT
aiti-10926	146	11	function	function	NOUN
aiti-10926	146	12	in	in	ADP
aiti-10926	146	13	the	the	DET
aiti-10926	146	14	opencv	opencv	PROPN
aiti-10926	146	15	library	library	NOUN
aiti-10926	146	16	,	,	PUNCT
aiti-10926	146	17	and	and	CCONJ
aiti-10926	146	18	the	the	DET
aiti-10926	146	19	canny	canny	ADJ
aiti-10926	146	20	method	method	NOUN
aiti-10926	146	21	[	[	X
aiti-10926	146	22	28	28	NUM
aiti-10926	146	23	]	]	PUNCT
aiti-10926	146	24	is	be	AUX
aiti-10926	146	25	used	use	VERB
aiti-10926	146	26	for	for	ADP
aiti-10926	146	27	edge	edge	NOUN
aiti-10926	146	28	detection	detection	NOUN
aiti-10926	146	29	.	.	PUNCT
aiti-10926	147	1	in	in	ADP
aiti-10926	147	2	determining	determine	VERB
aiti-10926	147	3	the	the	DET
aiti-10926	147	4	tip	tip	NOUN
aiti-10926	147	5	of	of	ADP
aiti-10926	147	6	the	the	DET
aiti-10926	147	7	needle	needle	NOUN
aiti-10926	147	8	,	,	PUNCT
aiti-10926	147	9	there	there	PRON
aiti-10926	147	10	are	be	VERB
aiti-10926	147	11	two	two	NUM
aiti-10926	147	12	possible	possible	ADJ
aiti-10926	147	13	cases	case	NOUN
aiti-10926	147	14	.	.	PUNCT
aiti-10926	148	1	in	in	ADP
aiti-10926	148	2	one	one	NUM
aiti-10926	148	3	case	case	NOUN
aiti-10926	148	4	,	,	PUNCT
aiti-10926	148	5	a	a	DET
aiti-10926	148	6	straight	straight	ADJ
aiti-10926	148	7	line	line	NOUN
aiti-10926	148	8	representing	represent	VERB
aiti-10926	148	9	the	the	DET
aiti-10926	148	10	tip	tip	NOUN
aiti-10926	148	11	of	of	ADP
aiti-10926	148	12	the	the	DET
aiti-10926	148	13	needle	needle	NOUN
aiti-10926	148	14	can	can	AUX
aiti-10926	148	15	be	be	AUX
aiti-10926	148	16	found	find	VERB
aiti-10926	148	17	in	in	ADP
aiti-10926	148	18	the	the	DET
aiti-10926	148	19	image	image	NOUN
aiti-10926	148	20	with	with	ADP
aiti-10926	148	21	the	the	DET
aiti-10926	148	22	recognized	recognize	VERB
aiti-10926	148	23	edge	edge	NOUN
aiti-10926	148	24	of	of	ADP
aiti-10926	148	25	the	the	DET
aiti-10926	148	26	needle	needle	NOUN
aiti-10926	148	27	.	.	PUNCT
aiti-10926	149	1	in	in	ADP
aiti-10926	149	2	the	the	DET
aiti-10926	149	3	other	other	ADJ
aiti-10926	149	4	case	case	NOUN
aiti-10926	149	5	,	,	PUNCT
aiti-10926	149	6	the	the	DET
aiti-10926	149	7	straight	straight	ADJ
aiti-10926	149	8	line	line	NOUN
aiti-10926	149	9	is	be	AUX
aiti-10926	149	10	not	not	PART
aiti-10926	149	11	found	find	VERB
aiti-10926	149	12	.	.	PUNCT
aiti-10926	150	1	accordingly	accordingly	ADV
aiti-10926	150	2	,	,	PUNCT
aiti-10926	150	3	the	the	DET
aiti-10926	150	4	largest	large	ADJ
aiti-10926	150	5	contour	contour	NOUN
aiti-10926	150	6	is	be	AUX
aiti-10926	150	7	calculated	calculate	VERB
aiti-10926	150	8	,	,	PUNCT
aiti-10926	150	9	and	and	CCONJ
aiti-10926	150	10	the	the	DET
aiti-10926	150	11	center	center	NOUN
aiti-10926	150	12	of	of	ADP
aiti-10926	150	13	the	the	DET
aiti-10926	150	14	calculated	calculated	ADJ
aiti-10926	150	15	contour	contour	NOUN
aiti-10926	150	16	is	be	AUX
aiti-10926	150	17	considered	consider	VERB
aiti-10926	150	18	as	as	ADP
aiti-10926	150	19	the	the	DET
aiti-10926	150	20	tip	tip	NOUN
aiti-10926	150	21	of	of	ADP
aiti-10926	150	22	the	the	DET
aiti-10926	150	23	needle	needle	NOUN
aiti-10926	150	24	.	.	PUNCT
aiti-10926	151	1	after	after	ADP
aiti-10926	151	2	the	the	DET
aiti-10926	151	3	numbers	number	NOUN
aiti-10926	151	4	,	,	PUNCT
aiti-10926	151	5	the	the	DET
aiti-10926	151	6	center	center	NOUN
aiti-10926	151	7	point	point	NOUN
aiti-10926	151	8	,	,	PUNCT
aiti-10926	151	9	and	and	CCONJ
aiti-10926	151	10	the	the	DET
aiti-10926	151	11	position	position	NOUN
aiti-10926	151	12	of	of	ADP
aiti-10926	151	13	the	the	DET
aiti-10926	151	14	needle	needle	NOUN
aiti-10926	151	15	were	be	AUX
aiti-10926	151	16	determined	determine	VERB
aiti-10926	151	17	,	,	PUNCT
aiti-10926	151	18	the	the	DET
aiti-10926	151	19	geometric	geometric	ADJ
aiti-10926	151	20	transformation	transformation	NOUN
aiti-10926	151	21	operations	operation	NOUN
aiti-10926	151	22	were	be	AUX
aiti-10926	151	23	used	use	VERB
aiti-10926	151	24	to	to	PART
aiti-10926	151	25	calculate	calculate	VERB
aiti-10926	151	26	the	the	DET
aiti-10926	151	27	angles	angle	NOUN
aiti-10926	151	28	,	,	PUNCT
aiti-10926	151	29	and	and	CCONJ
aiti-10926	151	30	then	then	ADV
aiti-10926	151	31	determine	determine	VERB
aiti-10926	151	32	the	the	DET
aiti-10926	151	33	weight	weight	NOUN
aiti-10926	151	34	.	.	PUNCT
aiti-10926	152	1	to	to	PART
aiti-10926	152	2	calculate	calculate	VERB
aiti-10926	152	3	the	the	DET
aiti-10926	152	4	weight	weight	NOUN
aiti-10926	152	5	based	base	VERB
aiti-10926	152	6	on	on	ADP
aiti-10926	152	7	the	the	DET
aiti-10926	152	8	position	position	NOUN
aiti-10926	152	9	of	of	ADP
aiti-10926	152	10	the	the	DET
aiti-10926	152	11	needle	needle	NOUN
aiti-10926	152	12	and	and	CCONJ
aiti-10926	152	13	the	the	DET
aiti-10926	152	14	numbers	number	NOUN
aiti-10926	152	15	on	on	ADP
aiti-10926	152	16	the	the	DET
aiti-10926	152	17	scale	scale	NOUN
aiti-10926	152	18	,	,	PUNCT
aiti-10926	152	19	the	the	DET
aiti-10926	152	20	following	follow	VERB
aiti-10926	152	21	information	information	NOUN
aiti-10926	152	22	must	must	AUX
aiti-10926	152	23	be	be	AUX
aiti-10926	152	24	determined	determine	VERB
aiti-10926	152	25	:	:	PUNCT
aiti-10926	152	26	•	•	ADP
aiti-10926	152	27	the	the	DET
aiti-10926	152	28	center	center	NOUN
aiti-10926	152	29	of	of	ADP
aiti-10926	152	30	the	the	DET
aiti-10926	152	31	scale	scale	NOUN
aiti-10926	152	32	surface	surface	NOUN
aiti-10926	152	33	:	:	PUNCT
aiti-10926	152	34	i	i	PRON
aiti-10926	152	35	•	•	VERB
aiti-10926	152	36	the	the	DET
aiti-10926	152	37	point	point	NOUN
aiti-10926	152	38	representing	represent	VERB
aiti-10926	152	39	the	the	DET
aiti-10926	152	40	tip	tip	NOUN
aiti-10926	152	41	of	of	ADP
aiti-10926	152	42	the	the	DET
aiti-10926	152	43	scale	scale	NOUN
aiti-10926	152	44	needle	needle	NOUN
aiti-10926	152	45	:	:	PUNCT
aiti-10926	152	46	k	k	X
aiti-10926	152	47	•	•	ADP
aiti-10926	152	48	the	the	DET
aiti-10926	152	49	point	point	NOUN
aiti-10926	152	50	representing	represent	VERB
aiti-10926	152	51	the	the	DET
aiti-10926	152	52	largest	large	ADJ
aiti-10926	152	53	number	number	NOUN
aiti-10926	152	54	found	find	VERB
aiti-10926	152	55	:	:	PUNCT
aiti-10926	152	56	s	s	VERB
aiti-10926	152	57	•	•	NOUN
aiti-10926	152	58	the	the	DET
aiti-10926	152	59	line	line	NOUN
aiti-10926	152	60	containing	contain	VERB
aiti-10926	152	61	the	the	DET
aiti-10926	152	62	points	point	NOUN
aiti-10926	153	1	i	i	PRON
aiti-10926	153	2	and	and	CCONJ
aiti-10926	153	3	s	s	VERB
aiti-10926	153	4	:	:	PUNCT
aiti-10926	153	5	d1	d1	NOUN
aiti-10926	153	6	•	•	ADP
aiti-10926	153	7	the	the	DET
aiti-10926	153	8	line	line	NOUN
aiti-10926	153	9	containing	contain	VERB
aiti-10926	153	10	the	the	DET
aiti-10926	153	11	point	point	NOUN
aiti-10926	153	12	k	k	NOUN
aiti-10926	153	13	and	and	CCONJ
aiti-10926	153	14	perpendicular	perpendicular	ADJ
aiti-10926	153	15	to	to	ADP
aiti-10926	153	16	d1	d1	NOUN
aiti-10926	153	17	:	:	PUNCT
aiti-10926	153	18	d2	d2	PROPN
aiti-10926	153	19	then	then	ADV
aiti-10926	153	20	,	,	PUNCT
aiti-10926	153	21	the	the	DET
aiti-10926	153	22	proposed	propose	VERB
aiti-10926	153	23	method	method	NOUN
aiti-10926	153	24	for	for	ADP
aiti-10926	153	25	calculating	calculate	VERB
aiti-10926	153	26	the	the	DET
aiti-10926	153	27	weight	weight	NOUN
aiti-10926	153	28	is	be	AUX
aiti-10926	153	29	described	describe	VERB
aiti-10926	153	30	as	as	ADP
aiti-10926	153	31	follows	follow	VERB
aiti-10926	153	32	.	.	PUNCT
aiti-10926	154	1	point	point	NOUN
aiti-10926	154	2	v	v	NOUN
aiti-10926	154	3	was	be	AUX
aiti-10926	154	4	determined	determine	VERB
aiti-10926	154	5	firstly	firstly	ADV
aiti-10926	154	6	so	so	SCONJ
aiti-10926	154	7	that	that	SCONJ
aiti-10926	154	8	iv	iv	X
aiti-10926	154	9	and	and	CCONJ
aiti-10926	154	10	kv	kv	PROPN
aiti-10926	154	11	are	be	AUX
aiti-10926	154	12	perpendicular	perpendicular	ADJ
aiti-10926	154	13	to	to	ADP
aiti-10926	154	14	each	each	DET
aiti-10926	154	15	other	other	ADJ
aiti-10926	154	16	,	,	PUNCT
aiti-10926	154	17	and	and	CCONJ
aiti-10926	154	18	vik	vik	NOUN
aiti-10926	154	19	is	be	AUX
aiti-10926	154	20	a	a	DET
aiti-10926	154	21	valid	valid	ADJ
aiti-10926	154	22	triangle	triangle	NOUN
aiti-10926	154	23	.	.	PUNCT
aiti-10926	155	1	the	the	DET
aiti-10926	155	2	coordinates	coordinate	NOUN
aiti-10926	155	3	of	of	ADP
aiti-10926	155	4	the	the	DET
aiti-10926	155	5	projection	projection	NOUN
aiti-10926	155	6	v	v	NOUN
aiti-10926	155	7	from	from	ADP
aiti-10926	155	8	k	k	PROPN
aiti-10926	155	9	to	to	ADP
aiti-10926	155	10	d1	d1	PROPN
aiti-10926	155	11	were	be	AUX
aiti-10926	155	12	advances	advance	NOUN
aiti-10926	155	13	in	in	ADP
aiti-10926	155	14	technology	technology	NOUN
aiti-10926	155	15	innovation	innovation	NOUN
aiti-10926	155	16	,	,	PUNCT
aiti-10926	155	17	vol	vol	NOUN
aiti-10926	155	18	.	.	PROPN
aiti-10926	155	19	8	8	NUM
aiti-10926	155	20	,	,	PUNCT
aiti-10926	155	21	no	no	INTJ
aiti-10926	155	22	.	.	NOUN
aiti-10926	155	23	2	2	NUM
aiti-10926	155	24	,	,	PUNCT
aiti-10926	155	25	2023	2023	NUM
aiti-10926	155	26	,	,	PUNCT
aiti-10926	155	27	pp	pp	ADJ
aiti-10926	155	28	.	.	PUNCT
aiti-10926	156	1	100	100	NUM
aiti-10926	156	2	-	-	SYM
aiti-10926	156	3	110	110	NUM
aiti-10926	156	4	106	106	NUM
aiti-10926	156	5	calculated	calculate	VERB
aiti-10926	156	6	by	by	ADP
aiti-10926	156	7	giving	give	VERB
aiti-10926	156	8	the	the	DET
aiti-10926	156	9	general	general	ADJ
aiti-10926	156	10	equation	equation	NOUN
aiti-10926	156	11	of	of	ADP
aiti-10926	156	12	the	the	DET
aiti-10926	156	13	line	line	NOUN
aiti-10926	156	14	d1	d1	PROPN
aiti-10926	156	15	:	:	PUNCT
aiti-10926	156	16	a1x	a1x	NOUN
aiti-10926	156	17	+	+	CCONJ
aiti-10926	156	18	b1y	b1y	PROPN
aiti-10926	156	19	+	+	CCONJ
aiti-10926	156	20	c1	c1	NOUN
aiti-10926	156	21	=	=	PROPN
aiti-10926	156	22	0	0	PROPN
aiti-10926	156	23	.	.	PUNCT
aiti-10926	157	1	from	from	ADP
aiti-10926	157	2	the	the	DET
aiti-10926	157	3	general	general	ADJ
aiti-10926	157	4	equation	equation	NOUN
aiti-10926	157	5	of	of	ADP
aiti-10926	157	6	d1	d1	PROPN
aiti-10926	157	7	,	,	PUNCT
aiti-10926	157	8	the	the	DET
aiti-10926	157	9	general	general	ADJ
aiti-10926	157	10	equation	equation	NOUN
aiti-10926	157	11	of	of	ADP
aiti-10926	157	12	d2	d2	PROPN
aiti-10926	157	13	must	must	AUX
aiti-10926	157	14	be	be	AUX
aiti-10926	157	15	determined	determine	VERB
aiti-10926	157	16	so	so	SCONJ
aiti-10926	157	17	that	that	SCONJ
aiti-10926	157	18	d2	d2	PROPN
aiti-10926	157	19	is	be	AUX
aiti-10926	157	20	perpendicular	perpendicular	ADJ
aiti-10926	157	21	to	to	ADP
aiti-10926	157	22	d1	d1	VERB
aiti-10926	157	23	in	in	ADP
aiti-10926	157	24	v	v	NOUN
aiti-10926	157	25	(	(	PUNCT
aiti-10926	157	26	the	the	DET
aiti-10926	157	27	direction	direction	NOUN
aiti-10926	157	28	of	of	ADP
aiti-10926	157	29	d2	d2	PROPN
aiti-10926	157	30	is	be	AUX
aiti-10926	157	31	the	the	DET
aiti-10926	157	32	normal	normal	ADJ
aiti-10926	157	33	vector	vector	NOUN
aiti-10926	157	34	of	of	ADP
aiti-10926	157	35	d1	d1	NOUN
aiti-10926	157	36	):	):	PUNCT
aiti-10926	158	1	a2x	a2x	PROPN
aiti-10926	158	2	+	+	SYM
aiti-10926	158	3	b2y	b2y	PROPN
aiti-10926	158	4	+	+	CCONJ
aiti-10926	158	5	c2	c2	PROPN
aiti-10926	158	6	=	=	SYM
aiti-10926	158	7	0	0	PROPN
aiti-10926	158	8	.	.	PUNCT
aiti-10926	159	1	this	this	PRON
aiti-10926	159	2	can	can	AUX
aiti-10926	159	3	be	be	AUX
aiti-10926	159	4	achieved	achieve	VERB
aiti-10926	159	5	by	by	ADP
aiti-10926	159	6	:	:	PUNCT
aiti-10926	159	7	1	1	NUM
aiti-10926	159	8	1	1	NUM
aiti-10926	159	9	1	1	NUM
aiti-10926	159	10	2	2	NUM
aiti-10926	159	11	2	2	NUM
aiti-10926	159	12	2	2	NUM
aiti-10926	159	13	0	0	NUM
aiti-10926	159	14	0	0	NUM
aiti-10926	159	15	a	a	DET
aiti-10926	159	16	x	x	X
aiti-10926	159	17	b	b	PROPN
aiti-10926	159	18	y	y	PROPN
aiti-10926	159	19	c	c	PROPN
aiti-10926	159	20	a	a	PRON
aiti-10926	159	21	x	x	X
aiti-10926	159	22	b	b	PROPN
aiti-10926	159	23	y	y	PROPN
aiti-10926	159	24	c	c	PROPN
aiti-10926	160	1	+	+	PROPN
aiti-10926	161	1	+	+	PUNCT
aiti-10926	161	2	=	=	SYM
aiti-10926	162	1	+	+	PUNCT
aiti-10926	163	1	+	+	CCONJ
aiti-10926	163	2	=	=	VERB
aiti-10926	163	3			X
aiti-10926	163	4			NOUN
aiti-10926	163	5			PROPN
aiti-10926	163	6	(	(	PUNCT
aiti-10926	163	7	1	1	X
aiti-10926	163	8	)	)	PUNCT
aiti-10926	163	9	the	the	DET
aiti-10926	163	10	solution	solution	NOUN
aiti-10926	163	11	to	to	ADP
aiti-10926	163	12	the	the	DET
aiti-10926	163	13	above	above	ADJ
aiti-10926	163	14	system	system	NOUN
aiti-10926	163	15	of	of	ADP
aiti-10926	163	16	equations	equation	NOUN
aiti-10926	163	17	is	be	AUX
aiti-10926	163	18	the	the	DET
aiti-10926	163	19	coordinate	coordinate	NOUN
aiti-10926	163	20	of	of	ADP
aiti-10926	163	21	point	point	NOUN
aiti-10926	163	22	v.	v.	CCONJ
aiti-10926	163	23	then	then	ADV
aiti-10926	163	24	,	,	PUNCT
aiti-10926	163	25	the	the	DET
aiti-10926	163	26	angular	angular	ADJ
aiti-10926	163	27	measure	measure	NOUN
aiti-10926	163	28	of	of	ADP
aiti-10926	163	29	�	�	PROPN
aiti-10926	163	30	�	�	PROPN
aiti-10926	163	31	�	�	PROPN
aiti-10926	163	32	�	�	PROPN
aiti-10926	163	33	(	(	PUNCT
aiti-10926	163	34	�	�	PROPN
aiti-10926	163	35	)	)	PUNCT
aiti-10926	163	36	was	be	AUX
aiti-10926	163	37	calculated	calculate	VERB
aiti-10926	163	38	.	.	PUNCT
aiti-10926	164	1	to	to	PART
aiti-10926	164	2	find	find	VERB
aiti-10926	164	3	�	�	PROPN
aiti-10926	164	4	,	,	PUNCT
aiti-10926	164	5	the	the	DET
aiti-10926	164	6	length	length	NOUN
aiti-10926	164	7	of	of	ADP
aiti-10926	164	8	�	�	PROPN
aiti-10926	164	9	�	�	PROPN
aiti-10926	164	10	⃗	⃗	PROPN
aiti-10926	164	11	and	and	CCONJ
aiti-10926	164	12	�	�	PROPN
aiti-10926	164	13	�	�	PROPN
aiti-10926	164	14	⃗	⃗	PROPN
aiti-10926	164	15	must	must	AUX
aiti-10926	164	16	be	be	AUX
aiti-10926	164	17	calculated	calculate	VERB
aiti-10926	164	18	.	.	PUNCT
aiti-10926	165	1	after	after	ADP
aiti-10926	165	2	that	that	PRON
aiti-10926	165	3	,	,	PUNCT
aiti-10926	165	4	the	the	DET
aiti-10926	165	5	relationship	relationship	NOUN
aiti-10926	165	6	formula	formula	NOUN
aiti-10926	165	7	is	be	AUX
aiti-10926	165	8	applied	apply	VERB
aiti-10926	165	9	in	in	ADP
aiti-10926	165	10	the	the	DET
aiti-10926	165	11	right	right	ADJ
aiti-10926	165	12	triangle	triangle	NOUN
aiti-10926	165	13	to	to	PART
aiti-10926	165	14	get	get	VERB
aiti-10926	165	15	the	the	DET
aiti-10926	165	16	angular	angular	ADJ
aiti-10926	165	17	measureα	measureα	NOUN
aiti-10926	165	18	.	.	PUNCT
aiti-10926	166	1	2	2	NUM
aiti-10926	166	2	2	2	NUM
aiti-10926	166	3	(	(	PUNCT
aiti-10926	166	4	,	,	PUNCT
aiti-10926	166	5	)	)	PUNCT
aiti-10926	166	6	:	:	PUNCT
aiti-10926	167	1	ab	ab	PROPN
aiti-10926	167	2	x	x	PUNCT
aiti-10926	167	3	y	y	PROPN
aiti-10926	167	4	ab	ab	PROPN
aiti-10926	167	5	x	x	PROPN
aiti-10926	167	6	y=	y=	PROPN
aiti-10926	167	7	+	+	CCONJ
aiti-10926	167	8	�	�	PROPN
aiti-10926	167	9	�	�	PROPN
aiti-10926	167	10	�	�	PROPN
aiti-10926	167	11	�	�	PROPN
aiti-10926	167	12	�	�	PROPN
aiti-10926	167	13	�	�	PROPN
aiti-10926	167	14	(	(	PUNCT
aiti-10926	167	15	2	2	NUM
aiti-10926	167	16	)	)	PUNCT
aiti-10926	167	17	the	the	DET
aiti-10926	167	18	length	length	NOUN
aiti-10926	167	19	formula	formula	NOUN
aiti-10926	167	20	eq	eq	ADP
aiti-10926	167	21	.	.	PUNCT
aiti-10926	168	1	(	(	PUNCT
aiti-10926	168	2	2	2	X
aiti-10926	168	3	)	)	PUNCT
aiti-10926	168	4	was	be	AUX
aiti-10926	168	5	applied	apply	VERB
aiti-10926	168	6	to	to	PART
aiti-10926	168	7	calculate	calculate	VERB
aiti-10926	168	8	the	the	DET
aiti-10926	168	9	length	length	NOUN
aiti-10926	168	10	of	of	ADP
aiti-10926	168	11	the	the	DET
aiti-10926	168	12	vectors	vector	NOUN
aiti-10926	168	13	�	�	PROPN
aiti-10926	168	14	�	�	PROPN
aiti-10926	168	15	⃗	⃗	PROPN
aiti-10926	168	16	and	and	CCONJ
aiti-10926	168	17	�	�	PROPN
aiti-10926	168	18	�	�	PROPN
aiti-10926	168	19	⃗	⃗	PROPN
aiti-10926	168	20	.	.	PUNCT
aiti-10926	169	1	sin	sin	NOUN
aiti-10926	169	2	d	d	NOUN
aiti-10926	169	3	hα	hα	ADP
aiti-10926	169	4	=	=	PUNCT
aiti-10926	169	5	(	(	PUNCT
aiti-10926	169	6	3	3	NUM
aiti-10926	169	7	)	)	PUNCT
aiti-10926	169	8	where	where	SCONJ
aiti-10926	169	9	h	h	NOUN
aiti-10926	169	10	is	be	AUX
aiti-10926	169	11	the	the	DET
aiti-10926	169	12	length	length	NOUN
aiti-10926	169	13	of	of	ADP
aiti-10926	169	14	the	the	DET
aiti-10926	169	15	hypotenuse	hypotenuse	NOUN
aiti-10926	169	16	of	of	ADP
aiti-10926	169	17	the	the	DET
aiti-10926	169	18	right	right	ADJ
aiti-10926	169	19	triangle	triangle	NOUN
aiti-10926	169	20	,	,	PUNCT
aiti-10926	169	21	and	and	CCONJ
aiti-10926	169	22	d	d	NOUN
aiti-10926	169	23	is	be	AUX
aiti-10926	169	24	the	the	DET
aiti-10926	169	25	length	length	NOUN
aiti-10926	169	26	of	of	ADP
aiti-10926	169	27	the	the	DET
aiti-10926	169	28	opposite	opposite	ADJ
aiti-10926	169	29	side	side	NOUN
aiti-10926	169	30	of	of	ADP
aiti-10926	169	31	the	the	DET
aiti-10926	169	32	angleα	angleα	NOUN
aiti-10926	169	33	in	in	ADP
aiti-10926	169	34	a	a	DET
aiti-10926	169	35	right	right	ADJ
aiti-10926	169	36	triangle	triangle	NOUN
aiti-10926	169	37	.	.	PUNCT
aiti-10926	170	1	it	it	PRON
aiti-10926	170	2	is	be	AUX
aiti-10926	170	3	trivial	trivial	ADJ
aiti-10926	170	4	that	that	SCONJ
aiti-10926	170	5	each	each	DET
aiti-10926	170	6	kilogram	kilogram	PROPN
aiti-10926	170	7	(	(	PUNCT
aiti-10926	170	8	kg	kg	PROPN
aiti-10926	170	9	)	)	PUNCT
aiti-10926	170	10	has	have	VERB
aiti-10926	170	11	an	an	DET
aiti-10926	170	12	angular	angular	ADJ
aiti-10926	170	13	measure	measure	NOUN
aiti-10926	170	14	�	�	NOUN
aiti-10926	171	1	=	=	SYM
aiti-10926	171	2	/360	/360	PROPN
aiti-10926	171	3	,	,	PUNCT
aiti-10926	171	4	where	where	SCONJ
aiti-10926	171	5	m	m	NOUN
aiti-10926	171	6	is	be	AUX
aiti-10926	171	7	the	the	DET
aiti-10926	171	8	maximum	maximum	ADJ
aiti-10926	171	9	measure	measure	NOUN
aiti-10926	171	10	of	of	ADP
aiti-10926	171	11	the	the	DET
aiti-10926	171	12	scale	scale	NOUN
aiti-10926	171	13	(	(	PUNCT
aiti-10926	171	14	i.e.	i.e.	X
aiti-10926	171	15	,	,	PUNCT
aiti-10926	171	16	for	for	ADP
aiti-10926	171	17	the	the	DET
aiti-10926	171	18	scale	scale	NOUN
aiti-10926	171	19	with	with	ADP
aiti-10926	171	20	the	the	DET
aiti-10926	171	21	maximum	maximum	ADJ
aiti-10926	171	22	measure	measure	NOUN
aiti-10926	171	23	of	of	ADP
aiti-10926	171	24	100	100	NUM
aiti-10926	171	25	kg	kg	NOUN
aiti-10926	171	26	,	,	PUNCT
aiti-10926	171	27	the	the	DET
aiti-10926	171	28	angular	angular	ADJ
aiti-10926	171	29	measure	measure	NOUN
aiti-10926	171	30	�	�	PROPN
aiti-10926	171	31	=	=	SYM
aiti-10926	171	32	100/360	100/360	PROPN
aiti-10926	171	33	)	)	PUNCT
aiti-10926	171	34	.	.	PUNCT
aiti-10926	172	1	thus	thus	ADV
aiti-10926	172	2	,	,	PUNCT
aiti-10926	172	3	the	the	DET
aiti-10926	172	4	weight	weight	NOUN
aiti-10926	172	5	calculated	calculate	VERB
aiti-10926	172	6	from	from	ADP
aiti-10926	172	7	the	the	DET
aiti-10926	172	8	angular	angular	ADJ
aiti-10926	172	9	measure	measure	NOUN
aiti-10926	172	10	is	be	AUX
aiti-10926	172	11	∆=	∆=	ADJ
aiti-10926	172	12	�	�	PROPN
aiti-10926	172	13	×	×	PROPN
aiti-10926	172	14	(	(	PUNCT
aiti-10926	172	15	kg	kg	NOUN
aiti-10926	172	16	)	)	PUNCT
aiti-10926	172	17	.	.	PUNCT
aiti-10926	173	1	finally	finally	ADV
aiti-10926	173	2	,	,	PUNCT
aiti-10926	173	3	the	the	DET
aiti-10926	173	4	final	final	ADJ
aiti-10926	173	5	weight	weight	NOUN
aiti-10926	173	6	value	value	NOUN
aiti-10926	173	7	of	of	ADP
aiti-10926	173	8	the	the	DET
aiti-10926	173	9	scale	scale	NOUN
aiti-10926	173	10	was	be	AUX
aiti-10926	173	11	calculated	calculate	VERB
aiti-10926	173	12	by	by	ADP
aiti-10926	173	13	adding	add	VERB
aiti-10926	173	14	or	or	CCONJ
aiti-10926	173	15	subtracting	subtract	VERB
aiti-10926	173	16	∆	∆	PROPN
aiti-10926	173	17	from	from	ADP
aiti-10926	173	18	the	the	DET
aiti-10926	173	19	value	value	NOUN
aiti-10926	173	20	of	of	ADP
aiti-10926	173	21	the	the	DET
aiti-10926	173	22	number	number	NOUN
aiti-10926	173	23	found	find	VERB
aiti-10926	173	24	on	on	ADP
aiti-10926	173	25	the	the	DET
aiti-10926	173	26	scale	scale	NOUN
aiti-10926	173	27	surface	surface	NOUN
aiti-10926	173	28	.	.	PUNCT
aiti-10926	174	1	as	as	SCONJ
aiti-10926	174	2	shown	show	VERB
aiti-10926	174	3	in	in	ADP
aiti-10926	174	4	fig	fig	NOUN
aiti-10926	174	5	.	.	PUNCT
aiti-10926	175	1	7	7	NUM
aiti-10926	175	2	,	,	PUNCT
aiti-10926	175	3	the	the	DET
aiti-10926	175	4	number	number	NOUN
aiti-10926	175	5	found	find	VERB
aiti-10926	175	6	near	near	ADP
aiti-10926	175	7	the	the	DET
aiti-10926	175	8	needle	needle	NOUN
aiti-10926	175	9	is	be	AUX
aiti-10926	175	10	50	50	NUM
aiti-10926	175	11	,	,	PUNCT
aiti-10926	175	12	and	and	CCONJ
aiti-10926	175	13	the	the	DET
aiti-10926	175	14	position	position	NOUN
aiti-10926	175	15	of	of	ADP
aiti-10926	175	16	the	the	DET
aiti-10926	175	17	needle	needle	NOUN
aiti-10926	175	18	is	be	AUX
aiti-10926	175	19	on	on	ADP
aiti-10926	175	20	the	the	DET
aiti-10926	175	21	right	right	NOUN
aiti-10926	175	22	of	of	ADP
aiti-10926	175	23	the	the	DET
aiti-10926	175	24	number	number	NOUN
aiti-10926	175	25	50	50	NUM
aiti-10926	175	26	(	(	PUNCT
aiti-10926	175	27	because	because	SCONJ
aiti-10926	175	28	xk	xk	PROPN
aiti-10926	175	29	<	<	X
aiti-10926	175	30	xs	xs	PROPN
aiti-10926	175	31	)	)	PUNCT
aiti-10926	175	32	with	with	ADP
aiti-10926	175	33	the	the	DET
aiti-10926	175	34	center	center	NOUN
aiti-10926	175	35	of	of	ADP
aiti-10926	175	36	the	the	DET
aiti-10926	175	37	scale	scale	NOUN
aiti-10926	175	38	as	as	ADP
aiti-10926	175	39	the	the	DET
aiti-10926	175	40	coordinating	coordinating	NOUN
aiti-10926	175	41	elevation	elevation	NOUN
aiti-10926	175	42	.	.	PUNCT
aiti-10926	176	1	therefore	therefore	ADV
aiti-10926	176	2	,	,	PUNCT
aiti-10926	176	3	the	the	DET
aiti-10926	176	4	weight	weight	NOUN
aiti-10926	176	5	value	value	NOUN
aiti-10926	176	6	of	of	ADP
aiti-10926	176	7	the	the	DET
aiti-10926	176	8	scale	scale	NOUN
aiti-10926	176	9	in	in	ADP
aiti-10926	176	10	the	the	DET
aiti-10926	176	11	image	image	NOUN
aiti-10926	176	12	is	be	AUX
aiti-10926	176	13	�	�	PROPN
aiti-10926	176	14	=	=	SYM
aiti-10926	176	15	50	50	NUM
aiti-10926	176	16	×	×	NOUN
aiti-10926	176	17	∆	∆	PROPN
aiti-10926	176	18	(	(	PUNCT
aiti-10926	176	19	kg	kg	NOUN
aiti-10926	176	20	)	)	PUNCT
aiti-10926	176	21	.	.	PUNCT
aiti-10926	177	1	fig	fig	NOUN
aiti-10926	177	2	.	.	PUNCT
aiti-10926	178	1	7	7	NUM
aiti-10926	178	2	calculation	calculation	NOUN
aiti-10926	178	3	of	of	ADP
aiti-10926	178	4	the	the	DET
aiti-10926	178	5	angular	angular	ADJ
aiti-10926	178	6	measure	measure	NOUN
aiti-10926	178	7	∆	∆	PROPN
aiti-10926	178	8	4	4	NUM
aiti-10926	178	9	.	.	PUNCT
aiti-10926	178	10	experiments	experiment	NOUN
aiti-10926	178	11	two	two	NUM
aiti-10926	178	12	experiments	experiment	NOUN
aiti-10926	178	13	were	be	AUX
aiti-10926	178	14	performed	perform	VERB
aiti-10926	178	15	to	to	PART
aiti-10926	178	16	evaluate	evaluate	VERB
aiti-10926	178	17	the	the	DET
aiti-10926	178	18	proposed	propose	VERB
aiti-10926	178	19	system	system	NOUN
aiti-10926	178	20	.	.	PUNCT
aiti-10926	179	1	the	the	DET
aiti-10926	179	2	first	first	ADJ
aiti-10926	179	3	experiment	experiment	NOUN
aiti-10926	179	4	was	be	AUX
aiti-10926	179	5	used	use	VERB
aiti-10926	179	6	to	to	PART
aiti-10926	179	7	evaluate	evaluate	VERB
aiti-10926	179	8	the	the	DET
aiti-10926	179	9	clock	clock	NOUN
aiti-10926	179	10	scale	scale	NOUN
aiti-10926	179	11	detection	detection	NOUN
aiti-10926	179	12	model	model	NOUN
aiti-10926	179	13	,	,	PUNCT
aiti-10926	179	14	and	and	CCONJ
aiti-10926	179	15	the	the	DET
aiti-10926	179	16	second	second	ADJ
aiti-10926	179	17	one	one	NOUN
aiti-10926	179	18	was	be	AUX
aiti-10926	179	19	used	use	VERB
aiti-10926	179	20	to	to	PART
aiti-10926	179	21	evaluate	evaluate	VERB
aiti-10926	179	22	the	the	DET
aiti-10926	179	23	proposed	propose	VERB
aiti-10926	179	24	reading	reading	NOUN
aiti-10926	179	25	scale	scale	NOUN
aiti-10926	179	26	value	value	NOUN
aiti-10926	179	27	method	method	NOUN
aiti-10926	179	28	.	.	PUNCT
aiti-10926	180	1	in	in	ADP
aiti-10926	180	2	the	the	DET
aiti-10926	180	3	first	first	ADJ
aiti-10926	180	4	experiment	experiment	NOUN
aiti-10926	180	5	,	,	PUNCT
aiti-10926	180	6	the	the	DET
aiti-10926	180	7	scale	scale	NOUN
aiti-10926	180	8	detection	detection	NOUN
aiti-10926	180	9	model	model	NOUN
aiti-10926	180	10	was	be	AUX
aiti-10926	180	11	built	build	VERB
aiti-10926	180	12	based	base	VERB
aiti-10926	180	13	on	on	ADP
aiti-10926	180	14	the	the	DET
aiti-10926	180	15	yolov5	yolov5	NOUN
aiti-10926	180	16	.	.	PUNCT
aiti-10926	181	1	in	in	ADP
aiti-10926	181	2	the	the	DET
aiti-10926	181	3	training	training	NOUN
aiti-10926	181	4	step	step	NOUN
aiti-10926	181	5	,	,	PUNCT
aiti-10926	181	6	yolov5	yolov5	NOUN
aiti-10926	181	7	configured	configure	VERB
aiti-10926	181	8	for	for	ADP
aiti-10926	181	9	google	google	PROPN
aiti-10926	181	10	colab	colab	PROPN
aiti-10926	181	11	was	be	AUX
aiti-10926	181	12	used	use	VERB
aiti-10926	181	13	to	to	PART
aiti-10926	181	14	train	train	VERB
aiti-10926	181	15	the	the	DET
aiti-10926	181	16	scale	scale	NOUN
aiti-10926	181	17	detection	detection	NOUN
aiti-10926	181	18	model	model	NOUN
aiti-10926	181	19	.	.	PUNCT
aiti-10926	182	1	yolov5	yolov5	NOUN
aiti-10926	182	2	provides	provide	VERB
aiti-10926	182	3	4	4	NUM
aiti-10926	182	4	versions	version	NOUN
aiti-10926	182	5	with	with	ADP
aiti-10926	182	6	different	different	ADJ
aiti-10926	182	7	network	network	NOUN
aiti-10926	182	8	architectures	architecture	NOUN
aiti-10926	182	9	including	include	VERB
aiti-10926	182	10	yolov5s	yolov5s	PROPN
aiti-10926	182	11	,	,	PUNCT
aiti-10926	182	12	a	a	DET
aiti-10926	182	13	small	small	ADJ
aiti-10926	182	14	version	version	NOUN
aiti-10926	182	15	;	;	PUNCT
aiti-10926	182	16	yolov5	yolov5	PROPN
aiti-10926	182	17	-	-	PUNCT
aiti-10926	182	18	m	m	PROPN
aiti-10926	182	19	,	,	PUNCT
aiti-10926	182	20	a	a	DET
aiti-10926	182	21	medium	medium	ADJ
aiti-10926	182	22	version	version	NOUN
aiti-10926	182	23	;	;	PUNCT
aiti-10926	182	24	yolov5	yolov5	NOUN
aiti-10926	182	25	-	-	PUNCT
aiti-10926	182	26	l	l	NOUN
aiti-10926	182	27	,	,	PUNCT
aiti-10926	182	28	a	a	DET
aiti-10926	182	29	large	large	ADJ
aiti-10926	182	30	version	version	NOUN
aiti-10926	182	31	;	;	PUNCT
aiti-10926	182	32	and	and	CCONJ
aiti-10926	182	33	yolov5	yolov5	PROPN
aiti-10926	182	34	-	-	PUNCT
aiti-10926	182	35	x	x	NOUN
aiti-10926	182	36	,	,	PUNCT
aiti-10926	182	37	an	an	DET
aiti-10926	182	38	extra	extra	ADJ
aiti-10926	182	39	-	-	ADJ
aiti-10926	182	40	large	large	ADJ
aiti-10926	182	41	version	version	NOUN
aiti-10926	182	42	.	.	PUNCT
aiti-10926	183	1	in	in	ADP
aiti-10926	183	2	this	this	DET
aiti-10926	183	3	study	study	NOUN
aiti-10926	183	4	,	,	PUNCT
aiti-10926	183	5	the	the	DET
aiti-10926	183	6	yolov5	yolov5	PROPN
aiti-10926	183	7	-	-	PUNCT
aiti-10926	183	8	s	s	PART
aiti-10926	183	9	was	be	AUX
aiti-10926	183	10	used	use	VERB
aiti-10926	183	11	because	because	SCONJ
aiti-10926	183	12	the	the	DET
aiti-10926	183	13	model	model	NOUN
aiti-10926	183	14	would	would	AUX
aiti-10926	183	15	be	be	AUX
aiti-10926	183	16	later	later	ADV
aiti-10926	183	17	deployed	deploy	VERB
aiti-10926	183	18	on	on	ADP
aiti-10926	183	19	mobile	mobile	ADJ
aiti-10926	183	20	devices	device	NOUN
aiti-10926	183	21	.	.	PUNCT
aiti-10926	184	1	advances	advance	NOUN
aiti-10926	184	2	in	in	ADP
aiti-10926	184	3	technology	technology	NOUN
aiti-10926	184	4	innovation	innovation	NOUN
aiti-10926	184	5	,	,	PUNCT
aiti-10926	184	6	vol	vol	NOUN
aiti-10926	184	7	.	.	PROPN
aiti-10926	184	8	8	8	NUM
aiti-10926	184	9	,	,	PUNCT
aiti-10926	184	10	no	no	INTJ
aiti-10926	184	11	.	.	NOUN
aiti-10926	184	12	2	2	NUM
aiti-10926	184	13	,	,	PUNCT
aiti-10926	184	14	2023	2023	NUM
aiti-10926	184	15	,	,	PUNCT
aiti-10926	184	16	pp	pp	ADJ
aiti-10926	184	17	.	.	PUNCT
aiti-10926	185	1	100	100	NUM
aiti-10926	185	2	-	-	SYM
aiti-10926	185	3	110	110	NUM
aiti-10926	185	4	107	107	NUM
aiti-10926	185	5	4.1	4.1	NUM
aiti-10926	185	6	.	.	PUNCT
aiti-10926	186	1	environment	environment	NOUN
aiti-10926	186	2	settings	setting	NOUN
aiti-10926	186	3	and	and	CCONJ
aiti-10926	186	4	dataset	dataset	VERB
aiti-10926	186	5	description	description	NOUN
aiti-10926	186	6	the	the	DET
aiti-10926	186	7	experiments	experiment	NOUN
aiti-10926	186	8	were	be	AUX
aiti-10926	186	9	performed	perform	VERB
aiti-10926	186	10	on	on	ADP
aiti-10926	186	11	a	a	DET
aiti-10926	186	12	dell	dell	NOUN
aiti-10926	186	13	vostro	vostro	NOUN
aiti-10926	186	14	15	15	NUM
aiti-10926	186	15	-	-	SYM
aiti-10926	186	16	3568	3568	NUM
aiti-10926	186	17	personal	personal	ADJ
aiti-10926	186	18	computer	computer	NOUN
aiti-10926	186	19	equipped	equip	VERB
aiti-10926	186	20	with	with	ADP
aiti-10926	186	21	a	a	DET
aiti-10926	186	22	core	core	NOUN
aiti-10926	186	23	i5	i5	NOUN
aiti-10926	186	24	processor	processor	NOUN
aiti-10926	186	25	with	with	ADP
aiti-10926	186	26	8	8	NUM
aiti-10926	186	27	gb	gb	NOUN
aiti-10926	186	28	ram	ram	NOUN
aiti-10926	186	29	.	.	PUNCT
aiti-10926	187	1	after	after	ADP
aiti-10926	187	2	several	several	ADJ
aiti-10926	187	3	experiments	experiment	NOUN
aiti-10926	187	4	,	,	PUNCT
aiti-10926	187	5	an	an	DET
aiti-10926	187	6	appropriate	appropriate	ADJ
aiti-10926	187	7	configuration	configuration	NOUN
aiti-10926	187	8	for	for	ADP
aiti-10926	187	9	yolo	yolo	ADJ
aiti-10926	187	10	was	be	AUX
aiti-10926	187	11	obtained	obtain	VERB
aiti-10926	187	12	with	with	ADP
aiti-10926	187	13	the	the	DET
aiti-10926	187	14	following	follow	VERB
aiti-10926	187	15	configurations	configuration	NOUN
aiti-10926	187	16	:	:	PUNCT
aiti-10926	187	17	a	a	DET
aiti-10926	187	18	learning	learn	VERB
aiti-10926	187	19	rate	rate	NOUN
aiti-10926	187	20	of	of	ADP
aiti-10926	187	21	0.01	0.01	NUM
aiti-10926	187	22	,	,	PUNCT
aiti-10926	187	23	a	a	DET
aiti-10926	187	24	batch	batch	NOUN
aiti-10926	187	25	size	size	NOUN
aiti-10926	187	26	of	of	ADP
aiti-10926	187	27	8	8	NUM
aiti-10926	187	28	,	,	PUNCT
aiti-10926	187	29	a	a	DET
aiti-10926	187	30	momentum	momentum	NOUN
aiti-10926	187	31	of	of	ADP
aiti-10926	187	32	0.937	0.937	NUM
aiti-10926	187	33	,	,	PUNCT
aiti-10926	187	34	a	a	DET
aiti-10926	187	35	weight	weight	NOUN
aiti-10926	187	36	decay	decay	NOUN
aiti-10926	187	37	of	of	ADP
aiti-10926	187	38	0.0005	0.0005	NUM
aiti-10926	187	39	,	,	PUNCT
aiti-10926	187	40	and	and	CCONJ
aiti-10926	187	41	a	a	DET
aiti-10926	187	42	stochastic	stochastic	ADJ
aiti-10926	187	43	gradient	gradient	ADJ
aiti-10926	187	44	descent	descent	NOUN
aiti-10926	187	45	optimization	optimization	NOUN
aiti-10926	187	46	with	with	ADP
aiti-10926	187	47	10	10	NUM
aiti-10926	187	48	epochs	epoch	NOUN
aiti-10926	187	49	.	.	PUNCT
aiti-10926	188	1	to	to	PART
aiti-10926	188	2	obtain	obtain	VERB
aiti-10926	188	3	a	a	DET
aiti-10926	188	4	good	good	ADJ
aiti-10926	188	5	performance	performance	NOUN
aiti-10926	188	6	,	,	PUNCT
aiti-10926	188	7	it	it	PRON
aiti-10926	188	8	is	be	AUX
aiti-10926	188	9	necessary	necessary	ADJ
aiti-10926	188	10	to	to	PART
aiti-10926	188	11	balance	balance	VERB
aiti-10926	188	12	the	the	DET
aiti-10926	188	13	epoch	epoch	NOUN
aiti-10926	188	14	and	and	CCONJ
aiti-10926	188	15	learning	learn	VERB
aiti-10926	188	16	rate	rate	NOUN
aiti-10926	188	17	[	[	X
aiti-10926	188	18	29	29	NUM
aiti-10926	188	19	]	]	PUNCT
aiti-10926	188	20	.	.	PUNCT
aiti-10926	189	1	as	as	SCONJ
aiti-10926	189	2	observed	observe	VERB
aiti-10926	189	3	in	in	ADP
aiti-10926	189	4	the	the	DET
aiti-10926	189	5	present	present	ADJ
aiti-10926	189	6	experiments	experiment	NOUN
aiti-10926	189	7	,	,	PUNCT
aiti-10926	189	8	the	the	DET
aiti-10926	189	9	performance	performance	NOUN
aiti-10926	189	10	increased	increase	VERB
aiti-10926	189	11	during	during	ADP
aiti-10926	189	12	learning	learning	NOUN
aiti-10926	189	13	,	,	PUNCT
aiti-10926	189	14	and	and	CCONJ
aiti-10926	189	15	there	there	PRON
aiti-10926	189	16	was	be	VERB
aiti-10926	189	17	no	no	DET
aiti-10926	189	18	overfitting	overfitting	NOUN
aiti-10926	189	19	of	of	ADP
aiti-10926	189	20	the	the	DET
aiti-10926	189	21	trained	train	VERB
aiti-10926	189	22	model	model	NOUN
aiti-10926	189	23	since	since	SCONJ
aiti-10926	189	24	the	the	DET
aiti-10926	189	25	training	training	NOUN
aiti-10926	189	26	accuracy	accuracy	NOUN
aiti-10926	189	27	and	and	CCONJ
aiti-10926	189	28	the	the	DET
aiti-10926	189	29	test	test	NOUN
aiti-10926	189	30	accuracy	accuracy	NOUN
aiti-10926	189	31	were	be	AUX
aiti-10926	189	32	approximately	approximately	ADV
aiti-10926	189	33	the	the	DET
aiti-10926	189	34	same	same	ADJ
aiti-10926	189	35	.	.	PUNCT
aiti-10926	190	1	the	the	DET
aiti-10926	190	2	dataset	dataset	NOUN
aiti-10926	190	3	consisted	consist	VERB
aiti-10926	190	4	of	of	ADP
aiti-10926	190	5	709	709	NUM
aiti-10926	190	6	images	image	NOUN
aiti-10926	190	7	divided	divide	VERB
aiti-10926	190	8	into	into	ADP
aiti-10926	190	9	two	two	NUM
aiti-10926	190	10	sets	set	NOUN
aiti-10926	190	11	including	include	VERB
aiti-10926	190	12	a	a	DET
aiti-10926	190	13	training	training	NOUN
aiti-10926	190	14	set	set	NOUN
aiti-10926	190	15	and	and	CCONJ
aiti-10926	190	16	a	a	DET
aiti-10926	190	17	test	test	NOUN
aiti-10926	190	18	set	set	NOUN
aiti-10926	190	19	,	,	PUNCT
aiti-10926	190	20	with	with	ADP
aiti-10926	190	21	a	a	DET
aiti-10926	190	22	3	3	NUM
aiti-10926	190	23	-	-	ADJ
aiti-10926	190	24	fold	fold	ADJ
aiti-10926	190	25	crossvalidation	crossvalidation	NOUN
aiti-10926	190	26	approach	approach	NOUN
aiti-10926	190	27	.	.	PUNCT
aiti-10926	191	1	the	the	DET
aiti-10926	191	2	images	image	NOUN
aiti-10926	191	3	in	in	ADP
aiti-10926	191	4	the	the	DET
aiti-10926	191	5	experimental	experimental	ADJ
aiti-10926	191	6	dataset	dataset	NOUN
aiti-10926	191	7	were	be	AUX
aiti-10926	191	8	taken	take	VERB
aiti-10926	191	9	from	from	ADP
aiti-10926	191	10	the	the	DET
aiti-10926	191	11	farmer	farmer	NOUN
aiti-10926	191	12	’s	’s	PART
aiti-10926	191	13	rice	rice	NOUN
aiti-10926	191	14	harvest	harvest	NOUN
aiti-10926	191	15	,	,	PUNCT
aiti-10926	191	16	where	where	SCONJ
aiti-10926	191	17	the	the	DET
aiti-10926	191	18	scale	scale	NOUN
aiti-10926	191	19	can	can	AUX
aiti-10926	191	20	measure	measure	VERB
aiti-10926	191	21	a	a	DET
aiti-10926	191	22	maximum	maximum	ADJ
aiti-10926	191	23	weight	weight	NOUN
aiti-10926	191	24	of	of	ADP
aiti-10926	191	25	100	100	NUM
aiti-10926	191	26	kg	kg	NOUN
aiti-10926	191	27	.	.	PUNCT
aiti-10926	192	1	additionally	additionally	ADV
aiti-10926	192	2	,	,	PUNCT
aiti-10926	192	3	the	the	DET
aiti-10926	192	4	images	image	NOUN
aiti-10926	192	5	in	in	ADP
aiti-10926	192	6	the	the	DET
aiti-10926	192	7	dataset	dataset	NOUN
aiti-10926	192	8	were	be	AUX
aiti-10926	192	9	taken	take	VERB
aiti-10926	192	10	from	from	ADP
aiti-10926	192	11	different	different	ADJ
aiti-10926	192	12	angles	angle	NOUN
aiti-10926	192	13	,	,	PUNCT
aiti-10926	192	14	i.e.	i.e.	X
aiti-10926	192	15	,	,	PUNCT
aiti-10926	192	16	left	leave	VERB
aiti-10926	192	17	,	,	PUNCT
aiti-10926	192	18	right	right	ADJ
aiti-10926	192	19	,	,	PUNCT
aiti-10926	192	20	and	and	CCONJ
aiti-10926	192	21	front	front	NOUN
aiti-10926	192	22	as	as	SCONJ
aiti-10926	192	23	shown	show	VERB
aiti-10926	192	24	in	in	ADP
aiti-10926	192	25	fig	fig	NOUN
aiti-10926	192	26	.	.	PUNCT
aiti-10926	193	1	8	8	NUM
aiti-10926	193	2	.	.	PUNCT
aiti-10926	194	1	(	(	PUNCT
aiti-10926	194	2	a	a	X
aiti-10926	194	3	)	)	PUNCT
aiti-10926	194	4	taken	take	VERB
aiti-10926	194	5	from	from	ADP
aiti-10926	194	6	the	the	DET
aiti-10926	194	7	left	left	ADJ
aiti-10926	194	8	(	(	PUNCT
aiti-10926	194	9	b	b	NOUN
aiti-10926	194	10	)	)	PUNCT
aiti-10926	194	11	taken	take	VERB
aiti-10926	194	12	from	from	ADP
aiti-10926	194	13	the	the	DET
aiti-10926	194	14	right	right	NOUN
aiti-10926	194	15	(	(	PUNCT
aiti-10926	194	16	c	c	NOUN
aiti-10926	194	17	)	)	PUNCT
aiti-10926	194	18	taken	take	VERB
aiti-10926	194	19	in	in	ADP
aiti-10926	194	20	the	the	DET
aiti-10926	194	21	front	front	ADJ
aiti-10926	194	22	fig	fig	NOUN
aiti-10926	194	23	.	.	PUNCT
aiti-10926	195	1	8	8	NUM
aiti-10926	195	2	images	image	NOUN
aiti-10926	195	3	of	of	ADP
aiti-10926	195	4	weighing	weigh	VERB
aiti-10926	195	5	scales	scale	NOUN
aiti-10926	195	6	taken	take	VERB
aiti-10926	195	7	in	in	ADP
aiti-10926	195	8	rice	rice	NOUN
aiti-10926	195	9	fields	field	NOUN
aiti-10926	195	10	scale	scale	NOUN
aiti-10926	195	11	detection	detection	NOUN
aiti-10926	195	12	performance	performance	NOUN
aiti-10926	195	13	is	be	AUX
aiti-10926	195	14	evaluated	evaluate	VERB
aiti-10926	195	15	using	use	VERB
aiti-10926	195	16	average	average	ADJ
aiti-10926	195	17	accuracy	accuracy	NOUN
aiti-10926	195	18	,	,	PUNCT
aiti-10926	195	19	precision	precision	NOUN
aiti-10926	195	20	,	,	PUNCT
aiti-10926	195	21	recall	recall	NOUN
aiti-10926	195	22	,	,	PUNCT
aiti-10926	195	23	mean	mean	ADJ
aiti-10926	195	24	average	average	ADJ
aiti-10926	195	25	precision	precision	NOUN
aiti-10926	195	26	(	(	PUNCT
aiti-10926	195	27	map	map	NOUN
aiti-10926	195	28	)	)	PUNCT
aiti-10926	195	29	0.5	0.5	NUM
aiti-10926	195	30	(	(	PUNCT
aiti-10926	195	31	map@0.5	map@0.5	NOUN
aiti-10926	195	32	)	)	PUNCT
aiti-10926	195	33	,	,	PUNCT
aiti-10926	195	34	and	and	CCONJ
aiti-10926	195	35	map@[0.5:0.95	map@[0.5:0.95	NOUN
aiti-10926	195	36	]	]	PUNCT
aiti-10926	195	37	with	with	ADP
aiti-10926	195	38	3	3	NUM
aiti-10926	195	39	-	-	ADJ
aiti-10926	195	40	fold	fold	ADJ
aiti-10926	195	41	cross	cross	NOUN
aiti-10926	195	42	-	-	NOUN
aiti-10926	195	43	validation	validation	NOUN
aiti-10926	195	44	.	.	PUNCT
aiti-10926	196	1	the	the	DET
aiti-10926	196	2	map@0.5	map@0.5	PROPN
aiti-10926	196	3	demonstrates	demonstrate	VERB
aiti-10926	196	4	average	average	ADJ
aiti-10926	196	5	accuracy	accuracy	NOUN
aiti-10926	196	6	at	at	ADP
aiti-10926	196	7	the	the	DET
aiti-10926	196	8	intersection	intersection	NOUN
aiti-10926	196	9	over	over	ADP
aiti-10926	196	10	union	union	NOUN
aiti-10926	196	11	(	(	PUNCT
aiti-10926	196	12	iou	iou	NOUN
aiti-10926	196	13	)	)	PUNCT
aiti-10926	196	14	threshold	threshold	NOUN
aiti-10926	196	15	of	of	ADP
aiti-10926	196	16	0.5	0.5	NUM
aiti-10926	196	17	,	,	PUNCT
aiti-10926	196	18	while	while	SCONJ
aiti-10926	196	19	map@[0.5:0.95	map@[0.5:0.95	PROPN
aiti-10926	196	20	]	]	PUNCT
aiti-10926	196	21	ranges	range	VERB
aiti-10926	196	22	between	between	ADP
aiti-10926	196	23	0.5	0.5	NUM
aiti-10926	196	24	and	and	CCONJ
aiti-10926	196	25	0.95	0.95	NUM
aiti-10926	196	26	.	.	PUNCT
aiti-10926	197	1	in	in	ADP
aiti-10926	197	2	addition	addition	NOUN
aiti-10926	197	3	,	,	PUNCT
aiti-10926	197	4	the	the	DET
aiti-10926	197	5	mean	mean	ADJ
aiti-10926	197	6	absolute	absolute	ADJ
aiti-10926	197	7	error	error	NOUN
aiti-10926	197	8	(	(	PUNCT
aiti-10926	197	9	mae	mae	PROPN
aiti-10926	197	10	)	)	PUNCT
aiti-10926	197	11	is	be	AUX
aiti-10926	197	12	also	also	ADV
aiti-10926	197	13	used	use	VERB
aiti-10926	197	14	to	to	PART
aiti-10926	197	15	evaluate	evaluate	VERB
aiti-10926	197	16	the	the	DET
aiti-10926	197	17	accuracy	accuracy	NOUN
aiti-10926	197	18	of	of	ADP
aiti-10926	197	19	the	the	DET
aiti-10926	197	20	weight	weight	NOUN
aiti-10926	197	21	measurement	measurement	NOUN
aiti-10926	197	22	.	.	PUNCT
aiti-10926	198	1	the	the	DET
aiti-10926	198	2	model	model	NOUN
aiti-10926	198	3	is	be	AUX
aiti-10926	198	4	evaluated	evaluate	VERB
aiti-10926	198	5	by	by	ADP
aiti-10926	198	6	averaging	average	VERB
aiti-10926	198	7	the	the	DET
aiti-10926	198	8	absolute	absolute	ADJ
aiti-10926	198	9	difference	difference	NOUN
aiti-10926	198	10	between	between	ADP
aiti-10926	198	11	the	the	DET
aiti-10926	198	12	actual	actual	ADJ
aiti-10926	198	13	weight	weight	NOUN
aiti-10926	198	14	value	value	NOUN
aiti-10926	198	15	(	(	PUNCT
aiti-10926	198	16	yi	yi	NOUN
aiti-10926	198	17	)	)	PUNCT
aiti-10926	198	18	and	and	CCONJ
aiti-10926	198	19	the	the	DET
aiti-10926	198	20	weight	weight	NOUN
aiti-10926	198	21	value	value	NOUN
aiti-10926	198	22	predicted	predict	VERB
aiti-10926	198	23	by	by	ADP
aiti-10926	198	24	the	the	DET
aiti-10926	198	25	model	model	NOUN
aiti-10926	198	26	(	(	PUNCT
aiti-10926	198	27	xi	xi	PROPN
aiti-10926	198	28	)	)	PUNCT
aiti-10926	198	29	.	.	PUNCT
aiti-10926	199	1	it	it	PRON
aiti-10926	199	2	can	can	AUX
aiti-10926	199	3	be	be	AUX
aiti-10926	199	4	obtained	obtain	VERB
aiti-10926	199	5	by	by	ADP
aiti-10926	199	6	:	:	PUNCT
aiti-10926	199	7	1	1	NUM
aiti-10926	199	8	d	d	NOUN
aiti-10926	199	9	i	i	PRON
aiti-10926	199	10	ii	ii	VERB
aiti-10926	199	11	x	x	VERB
aiti-10926	199	12	y	y	PROPN
aiti-10926	199	13	mae	mae	PROPN
aiti-10926	199	14	n	n	PROPN
aiti-10926	199	15	=	=	SYM
aiti-10926	199	16	−	−	PROPN
aiti-10926	199	17	=	=	SYM
aiti-10926	199	18			X
aiti-10926	199	19	(	(	PUNCT
aiti-10926	199	20	4	4	NUM
aiti-10926	199	21	)	)	PUNCT
aiti-10926	199	22	4.2	4.2	NUM
aiti-10926	199	23	.	.	PUNCT
aiti-10926	200	1	weighing	weigh	VERB
aiti-10926	200	2	scale	scale	NOUN
aiti-10926	200	3	detection	detection	NOUN
aiti-10926	200	4	with	with	ADP
aiti-10926	200	5	yolo	yolo	ADJ
aiti-10926	200	6	(	(	PUNCT
aiti-10926	200	7	a	a	X
aiti-10926	200	8	)	)	PUNCT
aiti-10926	200	9	training	training	NOUN
aiti-10926	200	10	set	set	VERB
aiti-10926	200	11	fig	fig	NOUN
aiti-10926	200	12	.	.	PUNCT
aiti-10926	201	1	9	9	NUM
aiti-10926	201	2	performance	performance	NOUN
aiti-10926	201	3	in	in	ADP
aiti-10926	201	4	fold	fold	NOUN
aiti-10926	201	5	1	1	NUM
aiti-10926	201	6	with	with	ADP
aiti-10926	201	7	various	various	ADJ
aiti-10926	201	8	metrics	metric	NOUN
aiti-10926	201	9	train	train	NOUN
aiti-10926	201	10	/	/	SYM
aiti-10926	201	11	box_loss	box_loss	ADP
aiti-10926	201	12	train	train	NOUN
aiti-10926	201	13	/	/	SYM
aiti-10926	201	14	cls_loss	cls_loss	NOUN
aiti-10926	201	15	train	train	NOUN
aiti-10926	201	16	/	/	SYM
aiti-10926	201	17	obj_loss	obj_loss	ADJ
aiti-10926	201	18	metrics	metric	NOUN
aiti-10926	201	19	/	/	SYM
aiti-10926	201	20	precision	precision	NOUN
aiti-10926	201	21	metrics	metric	NOUN
aiti-10926	201	22	/	/	SYM
aiti-10926	201	23	recall	recall	NOUN
aiti-10926	201	24	advances	advance	NOUN
aiti-10926	201	25	in	in	ADP
aiti-10926	201	26	technology	technology	NOUN
aiti-10926	201	27	innovation	innovation	NOUN
aiti-10926	201	28	,	,	PUNCT
aiti-10926	201	29	vol	vol	NOUN
aiti-10926	201	30	.	.	PROPN
aiti-10926	201	31	8	8	NUM
aiti-10926	201	32	,	,	PUNCT
aiti-10926	201	33	no	no	INTJ
aiti-10926	201	34	.	.	NOUN
aiti-10926	201	35	2	2	NUM
aiti-10926	201	36	,	,	PUNCT
aiti-10926	201	37	2023	2023	NUM
aiti-10926	201	38	,	,	PUNCT
aiti-10926	201	39	pp	pp	ADJ
aiti-10926	201	40	.	.	PUNCT
aiti-10926	202	1	100	100	NUM
aiti-10926	202	2	-	-	SYM
aiti-10926	202	3	110	110	NUM
aiti-10926	202	4	108	108	NUM
aiti-10926	202	5	(	(	PUNCT
aiti-10926	202	6	b	b	NOUN
aiti-10926	202	7	)	)	PUNCT
aiti-10926	202	8	validation	validation	NOUN
aiti-10926	202	9	set	set	VERB
aiti-10926	202	10	fig	fig	NOUN
aiti-10926	202	11	.	.	PUNCT
aiti-10926	203	1	9	9	NUM
aiti-10926	203	2	performance	performance	NOUN
aiti-10926	203	3	in	in	ADP
aiti-10926	203	4	fold	fold	NOUN
aiti-10926	203	5	1	1	NUM
aiti-10926	203	6	with	with	ADP
aiti-10926	203	7	various	various	ADJ
aiti-10926	203	8	metrics	metric	NOUN
aiti-10926	203	9	(	(	PUNCT
aiti-10926	203	10	continued	continued	ADJ
aiti-10926	203	11	)	)	PUNCT
aiti-10926	203	12	fig	fig	NOUN
aiti-10926	203	13	.	.	PUNCT
aiti-10926	204	1	9	9	NUM
aiti-10926	204	2	and	and	CCONJ
aiti-10926	204	3	table	table	NOUN
aiti-10926	204	4	1	1	NUM
aiti-10926	204	5	show	show	VERB
aiti-10926	204	6	the	the	DET
aiti-10926	204	7	results	result	NOUN
aiti-10926	204	8	of	of	ADP
aiti-10926	204	9	weight	weight	NOUN
aiti-10926	204	10	detection	detection	NOUN
aiti-10926	204	11	in	in	ADP
aiti-10926	204	12	the	the	DET
aiti-10926	204	13	collected	collect	VERB
aiti-10926	204	14	images	image	NOUN
aiti-10926	204	15	with	with	ADP
aiti-10926	204	16	precision	precision	NOUN
aiti-10926	204	17	,	,	PUNCT
aiti-10926	204	18	recall	recall	NOUN
aiti-10926	204	19	,	,	PUNCT
aiti-10926	204	20	map@0.5	map@0.5	PROPN
aiti-10926	204	21	,	,	PUNCT
aiti-10926	204	22	and	and	CCONJ
aiti-10926	204	23	map@[0.5:0.95	map@[0.5:0.95	NOUN
aiti-10926	204	24	]	]	PUNCT
aiti-10926	204	25	measurements	measurement	NOUN
aiti-10926	204	26	.	.	PUNCT
aiti-10926	205	1	precision	precision	NOUN
aiti-10926	205	2	and	and	CCONJ
aiti-10926	205	3	recall	recall	VERB
aiti-10926	205	4	quickly	quickly	ADV
aiti-10926	205	5	reach	reach	VERB
aiti-10926	205	6	high	high	ADJ
aiti-10926	205	7	accuracy	accuracy	NOUN
aiti-10926	205	8	after	after	ADP
aiti-10926	205	9	8	8	NUM
aiti-10926	205	10	epochs	epoch	NOUN
aiti-10926	205	11	.	.	PUNCT
aiti-10926	206	1	map@0.5	map@0.5	NOUN
aiti-10926	206	2	reaches	reach	VERB
aiti-10926	206	3	a	a	DET
aiti-10926	206	4	peak	peak	NOUN
aiti-10926	206	5	value	value	NOUN
aiti-10926	206	6	of	of	ADP
aiti-10926	206	7	0.995	0.995	NUM
aiti-10926	206	8	,	,	PUNCT
aiti-10926	206	9	and	and	CCONJ
aiti-10926	206	10	map@[0.5:0.95	map@[0.5:0.95	NOUN
aiti-10926	206	11	]	]	PUNCT
aiti-10926	206	12	reaches	reach	VERB
aiti-10926	206	13	a	a	DET
aiti-10926	206	14	peak	peak	NOUN
aiti-10926	206	15	value	value	NOUN
aiti-10926	206	16	of	of	ADP
aiti-10926	206	17	0.830	0.830	NUM
aiti-10926	206	18	.	.	PUNCT
aiti-10926	207	1	for	for	ADP
aiti-10926	207	2	the	the	DET
aiti-10926	207	3	situation	situation	NOUN
aiti-10926	207	4	of	of	ADP
aiti-10926	207	5	box	box	PROPN
aiti-10926	207	6	loss	loss	NOUN
aiti-10926	207	7	,	,	PUNCT
aiti-10926	207	8	the	the	DET
aiti-10926	207	9	value	value	NOUN
aiti-10926	207	10	on	on	ADP
aiti-10926	207	11	the	the	DET
aiti-10926	207	12	validation	validation	NOUN
aiti-10926	207	13	set	set	NOUN
aiti-10926	207	14	reveals	reveal	VERB
aiti-10926	207	15	some	some	DET
aiti-10926	207	16	fluctuations	fluctuation	NOUN
aiti-10926	207	17	while	while	SCONJ
aiti-10926	207	18	it	it	PRON
aiti-10926	207	19	exhibits	exhibit	VERB
aiti-10926	207	20	a	a	DET
aiti-10926	207	21	gradual	gradual	ADJ
aiti-10926	207	22	decrease	decrease	NOUN
aiti-10926	207	23	on	on	ADP
aiti-10926	207	24	the	the	DET
aiti-10926	207	25	other	other	ADJ
aiti-10926	207	26	.	.	PUNCT
aiti-10926	208	1	the	the	DET
aiti-10926	208	2	performance	performance	NOUN
aiti-10926	208	3	details	detail	NOUN
aiti-10926	208	4	during	during	ADP
aiti-10926	208	5	10	10	NUM
aiti-10926	208	6	epochs	epoch	NOUN
aiti-10926	208	7	are	be	AUX
aiti-10926	208	8	illustrated	illustrate	VERB
aiti-10926	208	9	in	in	ADP
aiti-10926	208	10	table	table	NOUN
aiti-10926	208	11	1	1	NUM
aiti-10926	208	12	with	with	ADP
aiti-10926	208	13	coverage	coverage	NOUN
aiti-10926	208	14	at	at	ADP
aiti-10926	208	15	the	the	DET
aiti-10926	208	16	8th	8th	ADJ
aiti-10926	208	17	epoch	epoch	NOUN
aiti-10926	208	18	and	and	CCONJ
aiti-10926	208	19	a	a	DET
aiti-10926	208	20	low	low	ADJ
aiti-10926	208	21	standard	standard	ADJ
aiti-10926	208	22	deviation	deviation	NOUN
aiti-10926	208	23	.	.	PUNCT
aiti-10926	209	1	table	table	NOUN
aiti-10926	209	2	1	1	NUM
aiti-10926	209	3	the	the	DET
aiti-10926	209	4	performance	performance	NOUN
aiti-10926	209	5	of	of	ADP
aiti-10926	209	6	weighing	weigh	VERB
aiti-10926	209	7	scale	scale	NOUN
aiti-10926	209	8	detection	detection	NOUN
aiti-10926	209	9	tasks	task	NOUN
aiti-10926	209	10	during	during	ADP
aiti-10926	209	11	10	10	NUM
aiti-10926	209	12	epochs	epoch	NOUN
aiti-10926	209	13	epoch	epoch	PROPN
aiti-10926	209	14	precision	precision	NOUN
aiti-10926	209	15	recall	recall	NOUN
aiti-10926	209	16	map@0.5	map@0.5	PROPN
aiti-10926	209	17	map@[0.5:0.95	map@[0.5:0.95	PROPN
aiti-10926	209	18	]	]	PUNCT
aiti-10926	209	19	1	1	NUM
aiti-10926	209	20	0.661	0.661	NUM
aiti-10926	209	21	(	(	PUNCT
aiti-10926	209	22	±0.135	±0.135	PROPN
aiti-10926	209	23	)	)	PUNCT
aiti-10926	209	24	0.812	0.812	NUM
aiti-10926	209	25	(	(	PUNCT
aiti-10926	209	26	±0.100	±0.100	NOUN
aiti-10926	209	27	)	)	PUNCT
aiti-10926	209	28	0.704	0.704	NUM
aiti-10926	209	29	(	(	PUNCT
aiti-10926	209	30	±0.154	±0.154	PROPN
aiti-10926	209	31	)	)	PUNCT
aiti-10926	209	32	0.187	0.187	NUM
aiti-10926	209	33	(	(	PUNCT
aiti-10926	209	34	±0.096	±0.096	ADJ
aiti-10926	209	35	)	)	PUNCT
aiti-10926	209	36	2	2	NUM
aiti-10926	209	37	0.792	0.792	NUM
aiti-10926	209	38	(	(	PUNCT
aiti-10926	209	39	±0.128	±0.128	NOUN
aiti-10926	209	40	)	)	PUNCT
aiti-10926	209	41	0.714	0.714	NUM
aiti-10926	209	42	(	(	PUNCT
aiti-10926	209	43	±0.121	±0.121	NOUN
aiti-10926	209	44	)	)	PUNCT
aiti-10926	209	45	0.802	0.802	NUM
aiti-10926	209	46	(	(	PUNCT
aiti-10926	209	47	±0.162	±0.162	NOUN
aiti-10926	209	48	)	)	PUNCT
aiti-10926	209	49	0.327	0.327	NUM
aiti-10926	209	50	(	(	PUNCT
aiti-10926	209	51	±0.154	±0.154	PROPN
aiti-10926	209	52	)	)	PUNCT
aiti-10926	209	53	3	3	NUM
aiti-10926	209	54	0.747	0.747	NUM
aiti-10926	209	55	(	(	PUNCT
aiti-10926	209	56	±0.197	±0.197	NOUN
aiti-10926	209	57	)	)	PUNCT
aiti-10926	209	58	0.827	0.827	NUM
aiti-10926	209	59	(	(	PUNCT
aiti-10926	209	60	±0.098	±0.098	NOUN
aiti-10926	209	61	)	)	PUNCT
aiti-10926	209	62	0.804	0.804	NOUN
aiti-10926	209	63	(	(	PUNCT
aiti-10926	209	64	±0.216	±0.216	NOUN
aiti-10926	209	65	)	)	PUNCT
aiti-10926	209	66	0.324	0.324	NUM
aiti-10926	209	67	(	(	PUNCT
aiti-10926	209	68	±0.138	±0.138	PROPN
aiti-10926	209	69	)	)	PUNCT
aiti-10926	209	70	4	4	NUM
aiti-10926	209	71	0.657	0.657	NUM
aiti-10926	209	72	(	(	PUNCT
aiti-10926	209	73	±0.22	±0.22	NOUN
aiti-10926	209	74	)	)	PUNCT
aiti-10926	209	75	0.901	0.901	NUM
aiti-10926	209	76	(	(	PUNCT
aiti-10926	209	77	±0.054	±0.054	NOUN
aiti-10926	209	78	)	)	PUNCT
aiti-10926	209	79	0.726	0.726	NUM
aiti-10926	209	80	(	(	PUNCT
aiti-10926	209	81	±0.249	±0.249	NOUN
aiti-10926	209	82	)	)	PUNCT
aiti-10926	209	83	0.248	0.248	NUM
aiti-10926	209	84	(	(	PUNCT
aiti-10926	209	85	±0.14	±0.14	PROPN
aiti-10926	209	86	)	)	PUNCT
aiti-10926	209	87	5	5	NUM
aiti-10926	209	88	0.851	0.851	NUM
aiti-10926	209	89	(	(	PUNCT
aiti-10926	209	90	±0.115	±0.115	X
aiti-10926	209	91	)	)	PUNCT
aiti-10926	209	92	0.944	0.944	NUM
aiti-10926	209	93	(	(	PUNCT
aiti-10926	209	94	±0.04	±0.04	PROPN
aiti-10926	209	95	)	)	PUNCT
aiti-10926	209	96	0.929	0.929	NUM
aiti-10926	209	97	(	(	PUNCT
aiti-10926	209	98	±0.059	±0.059	NOUN
aiti-10926	209	99	)	)	PUNCT
aiti-10926	209	100	0.429	0.429	NUM
aiti-10926	209	101	(	(	PUNCT
aiti-10926	209	102	±0.058	±0.058	PROPN
aiti-10926	209	103	)	)	PUNCT
aiti-10926	209	104	6	6	NUM
aiti-10926	209	105	0.839	0.839	NUM
aiti-10926	209	106	(	(	PUNCT
aiti-10926	209	107	±0.108	±0.108	NOUN
aiti-10926	209	108	)	)	PUNCT
aiti-10926	209	109	0.986	0.986	NUM
aiti-10926	209	110	(	(	PUNCT
aiti-10926	209	111	±0.006	±0.006	NOUN
aiti-10926	209	112	)	)	PUNCT
aiti-10926	209	113	0.916	0.916	NUM
aiti-10926	209	114	(	(	PUNCT
aiti-10926	209	115	±0.064	±0.064	NOUN
aiti-10926	209	116	)	)	PUNCT
aiti-10926	209	117	0.521	0.521	NUM
aiti-10926	209	118	(	(	PUNCT
aiti-10926	209	119	±0.071	±0.071	PROPN
aiti-10926	209	120	)	)	PUNCT
aiti-10926	209	121	7	7	NUM
aiti-10926	209	122	0.997	0.997	NUM
aiti-10926	209	123	(	(	PUNCT
aiti-10926	209	124	±0.005	±0.005	PROPN
aiti-10926	209	125	)	)	PUNCT
aiti-10926	209	126	0.997	0.997	NUM
aiti-10926	209	127	(	(	PUNCT
aiti-10926	209	128	±0.005	±0.005	PROPN
aiti-10926	209	129	)	)	PUNCT
aiti-10926	209	130	0.995	0.995	NUM
aiti-10926	209	131	(	(	PUNCT
aiti-10926	209	132	±0	±0	NOUN
aiti-10926	209	133	)	)	PUNCT
aiti-10926	209	134	0.577	0.577	NUM
aiti-10926	209	135	(	(	PUNCT
aiti-10926	209	136	±0.158	±0.158	NOUN
aiti-10926	209	137	)	)	PUNCT
aiti-10926	209	138	8	8	NUM
aiti-10926	209	139	1.000	1.000	NUM
aiti-10926	209	140	(	(	PUNCT
aiti-10926	209	141	±0.000	±0.000	NOUN
aiti-10926	209	142	)	)	PUNCT
aiti-10926	209	143	1.000	1.000	NUM
aiti-10926	209	144	(	(	PUNCT
aiti-10926	209	145	±0.000	±0.000	NOUN
aiti-10926	209	146	)	)	PUNCT
aiti-10926	209	147	0.995	0.995	NUM
aiti-10926	209	148	(	(	PUNCT
aiti-10926	209	149	±0.000	±0.000	NOUN
aiti-10926	209	150	)	)	PUNCT
aiti-10926	209	151	0.731	0.731	NUM
aiti-10926	209	152	(	(	PUNCT
aiti-10926	209	153	±0.042	±0.042	NUM
aiti-10926	209	154	)	)	PUNCT
aiti-10926	209	155	9	9	NUM
aiti-10926	209	156	1.000	1.000	NUM
aiti-10926	209	157	(	(	PUNCT
aiti-10926	209	158	±0.000	±0.000	NOUN
aiti-10926	209	159	)	)	PUNCT
aiti-10926	209	160	1.000	1.000	NUM
aiti-10926	209	161	(	(	PUNCT
aiti-10926	209	162	±0.000	±0.000	NOUN
aiti-10926	209	163	)	)	PUNCT
aiti-10926	209	164	0.995	0.995	NUM
aiti-10926	209	165	(	(	PUNCT
aiti-10926	209	166	±0.000	±0.000	NOUN
aiti-10926	209	167	)	)	PUNCT
aiti-10926	209	168	0.795	0.795	NUM
aiti-10926	209	169	(	(	PUNCT
aiti-10926	209	170	±0.046	±0.046	PROPN
aiti-10926	209	171	)	)	PUNCT
aiti-10926	209	172	10	10	NUM
aiti-10926	209	173	1.000	1.000	NUM
aiti-10926	209	174	(	(	PUNCT
aiti-10926	209	175	±0.000	±0.000	NOUN
aiti-10926	209	176	)	)	PUNCT
aiti-10926	209	177	1.000	1.000	NUM
aiti-10926	209	178	(	(	PUNCT
aiti-10926	209	179	±0.000	±0.000	NOUN
aiti-10926	209	180	)	)	PUNCT
aiti-10926	209	181	0.995	0.995	NUM
aiti-10926	209	182	(	(	PUNCT
aiti-10926	209	183	±0.000	±0.000	NOUN
aiti-10926	209	184	)	)	PUNCT
aiti-10926	209	185	0.830	0.830	NUM
aiti-10926	209	186	(	(	PUNCT
aiti-10926	209	187	±0.026	±0.026	PROPN
aiti-10926	209	188	)	)	PUNCT
aiti-10926	209	189	4.3	4.3	NUM
aiti-10926	209	190	.	.	PUNCT
aiti-10926	210	1	weighing	weigh	VERB
aiti-10926	210	2	calculation	calculation	NOUN
aiti-10926	210	3	fig	fig	NOUN
aiti-10926	210	4	.	.	PUNCT
aiti-10926	211	1	10	10	NUM
aiti-10926	211	2	an	an	DET
aiti-10926	211	3	application	application	NOUN
aiti-10926	211	4	to	to	PART
aiti-10926	211	5	support	support	VERB
aiti-10926	211	6	the	the	DET
aiti-10926	211	7	sale	sale	NOUN
aiti-10926	211	8	of	of	ADP
aiti-10926	211	9	rice	rice	NOUN
aiti-10926	211	10	the	the	DET
aiti-10926	211	11	image	image	NOUN
aiti-10926	211	12	-	-	PUNCT
aiti-10926	211	13	based	base	VERB
aiti-10926	211	14	weight	weight	NOUN
aiti-10926	211	15	calculation	calculation	NOUN
aiti-10926	211	16	method	method	NOUN
aiti-10926	211	17	was	be	AUX
aiti-10926	211	18	evaluated	evaluate	VERB
aiti-10926	211	19	on	on	ADP
aiti-10926	211	20	236	236	NUM
aiti-10926	211	21	images	image	NOUN
aiti-10926	211	22	in	in	ADP
aiti-10926	211	23	the	the	DET
aiti-10926	211	24	test	test	NOUN
aiti-10926	211	25	set	set	VERB
aiti-10926	211	26	with	with	ADP
aiti-10926	211	27	3	3	NUM
aiti-10926	211	28	-	-	ADJ
aiti-10926	211	29	fold	fold	ADJ
aiti-10926	211	30	cross	cross	NOUN
aiti-10926	211	31	-	-	NOUN
aiti-10926	211	32	validation	validation	NOUN
aiti-10926	211	33	in	in	ADP
aiti-10926	211	34	mae	mae	PROPN
aiti-10926	211	35	.	.	PROPN
aiti-10926	212	1	as	as	SCONJ
aiti-10926	212	2	shown	show	VERB
aiti-10926	212	3	in	in	ADP
aiti-10926	212	4	fig	fig	NOUN
aiti-10926	212	5	.	.	PUNCT
aiti-10926	213	1	10	10	NUM
aiti-10926	213	2	,	,	PUNCT
aiti-10926	213	3	high	high	ADJ
aiti-10926	213	4	errors	error	NOUN
aiti-10926	213	5	are	be	AUX
aiti-10926	213	6	obtained	obtain	VERB
aiti-10926	213	7	in	in	ADP
aiti-10926	213	8	some	some	DET
aiti-10926	213	9	cases	case	NOUN
aiti-10926	213	10	when	when	SCONJ
aiti-10926	213	11	the	the	DET
aiti-10926	213	12	scale	scale	NOUN
aiti-10926	213	13	is	be	AUX
aiti-10926	213	14	detected	detect	VERB
aiti-10926	213	15	,	,	PUNCT
aiti-10926	213	16	but	but	CCONJ
aiti-10926	213	17	the	the	DET
aiti-10926	213	18	needle	needle	NOUN
aiti-10926	213	19	is	be	AUX
aiti-10926	213	20	not	not	PART
aiti-10926	213	21	.	.	PUNCT
aiti-10926	214	1	in	in	ADP
aiti-10926	214	2	such	such	ADJ
aiti-10926	214	3	cases	case	NOUN
aiti-10926	214	4	,	,	PUNCT
aiti-10926	214	5	the	the	DET
aiti-10926	214	6	predicted	predict	VERB
aiti-10926	214	7	result	result	NOUN
aiti-10926	214	8	is	be	AUX
aiti-10926	214	9	considered	consider	VERB
aiti-10926	214	10	0	0	NUM
aiti-10926	214	11	which	which	PRON
aiti-10926	214	12	can	can	AUX
aiti-10926	214	13	result	result	VERB
aiti-10926	214	14	in	in	ADP
aiti-10926	214	15	a	a	DET
aiti-10926	214	16	large	large	ADJ
aiti-10926	214	17	error	error	NOUN
aiti-10926	214	18	value	value	NOUN
aiti-10926	214	19	when	when	SCONJ
aiti-10926	214	20	comparing	compare	VERB
aiti-10926	214	21	the	the	DET
aiti-10926	214	22	actual	actual	ADJ
aiti-10926	214	23	and	and	CCONJ
aiti-10926	214	24	predicted	predict	VERB
aiti-10926	214	25	metrics	metric	NOUN
aiti-10926	214	26	/	/	SYM
aiti-10926	214	27	map@0.5	map@0.5	NOUN
aiti-10926	214	28	metrics	metric	NOUN
aiti-10926	214	29	/	/	SYM
aiti-10926	214	30	map@[0.5:0.95	map@[0.5:0.95	NOUN
aiti-10926	214	31	]	]	PUNCT
aiti-10926	214	32	val	val	ADJ
aiti-10926	214	33	/	/	SYM
aiti-10926	214	34	cls_loss	cls_loss	NOUN
aiti-10926	214	35	val	val	NOUN
aiti-10926	214	36	/	/	SYM
aiti-10926	214	37	obj_loss	obj_loss	ADJ
aiti-10926	214	38	val	val	NOUN
aiti-10926	214	39	/	/	SYM
aiti-10926	214	40	box_loss	box_loss	ADP
aiti-10926	214	41	advances	advance	NOUN
aiti-10926	214	42	in	in	ADP
aiti-10926	214	43	technology	technology	NOUN
aiti-10926	214	44	innovation	innovation	NOUN
aiti-10926	214	45	,	,	PUNCT
aiti-10926	214	46	vol	vol	NOUN
aiti-10926	214	47	.	.	PROPN
aiti-10926	214	48	8	8	NUM
aiti-10926	214	49	,	,	PUNCT
aiti-10926	214	50	no	no	INTJ
aiti-10926	214	51	.	.	NOUN
aiti-10926	214	52	2	2	NUM
aiti-10926	214	53	,	,	PUNCT
aiti-10926	214	54	2023	2023	NUM
aiti-10926	214	55	,	,	PUNCT
aiti-10926	214	56	pp	pp	ADJ
aiti-10926	214	57	.	.	PUNCT
aiti-10926	215	1	100	100	NUM
aiti-10926	215	2	-	-	SYM
aiti-10926	215	3	110	110	NUM
aiti-10926	215	4	109	109	NUM
aiti-10926	215	5	values	value	NOUN
aiti-10926	215	6	.	.	PUNCT
aiti-10926	216	1	the	the	DET
aiti-10926	216	2	average	average	ADJ
aiti-10926	216	3	mae	mae	PROPN
aiti-10926	216	4	on	on	ADP
aiti-10926	216	5	the	the	DET
aiti-10926	216	6	test	test	NOUN
aiti-10926	216	7	set	set	VERB
aiti-10926	216	8	for	for	ADP
aiti-10926	216	9	all	all	DET
aiti-10926	216	10	cases	case	NOUN
aiti-10926	216	11	is	be	AUX
aiti-10926	216	12	6.445	6.445	NUM
aiti-10926	216	13	.	.	PUNCT
aiti-10926	217	1	the	the	DET
aiti-10926	217	2	needle	needle	NOUN
aiti-10926	217	3	is	be	AUX
aiti-10926	217	4	detected	detect	VERB
aiti-10926	217	5	correctly	correctly	ADV
aiti-10926	217	6	in	in	ADP
aiti-10926	217	7	225	225	NUM
aiti-10926	217	8	out	out	ADP
aiti-10926	217	9	of	of	ADP
aiti-10926	217	10	236	236	NUM
aiti-10926	217	11	cases	case	NOUN
aiti-10926	217	12	,	,	PUNCT
aiti-10926	217	13	which	which	PRON
aiti-10926	217	14	corresponds	correspond	VERB
aiti-10926	217	15	to	to	ADP
aiti-10926	217	16	an	an	DET
aiti-10926	217	17	accuracy	accuracy	NOUN
aiti-10926	217	18	of	of	ADP
aiti-10926	217	19	0.953	0.953	NUM
aiti-10926	217	20	.	.	PUNCT
aiti-10926	218	1	therefore	therefore	ADV
aiti-10926	218	2	,	,	PUNCT
aiti-10926	218	3	if	if	SCONJ
aiti-10926	218	4	only	only	ADV
aiti-10926	218	5	the	the	DET
aiti-10926	218	6	case	case	NOUN
aiti-10926	218	7	in	in	ADP
aiti-10926	218	8	which	which	PRON
aiti-10926	218	9	the	the	DET
aiti-10926	218	10	needle	needle	NOUN
aiti-10926	218	11	is	be	AUX
aiti-10926	218	12	detected	detect	VERB
aiti-10926	218	13	to	to	PART
aiti-10926	218	14	calculate	calculate	VERB
aiti-10926	218	15	the	the	DET
aiti-10926	218	16	weight	weight	NOUN
aiti-10926	218	17	,	,	PUNCT
aiti-10926	218	18	the	the	DET
aiti-10926	218	19	result	result	NOUN
aiti-10926	218	20	is	be	AUX
aiti-10926	218	21	an	an	DET
aiti-10926	218	22	mae	mae	PROPN
aiti-10926	218	23	of	of	ADP
aiti-10926	218	24	3.7	3.7	NUM
aiti-10926	218	25	.	.	PUNCT
aiti-10926	219	1	in	in	ADP
aiti-10926	219	2	addition	addition	NOUN
aiti-10926	219	3	,	,	PUNCT
aiti-10926	219	4	an	an	DET
aiti-10926	219	5	application	application	NOUN
aiti-10926	219	6	based	base	VERB
aiti-10926	219	7	on	on	ADP
aiti-10926	219	8	the	the	DET
aiti-10926	219	9	proposed	propose	VERB
aiti-10926	219	10	method	method	NOUN
aiti-10926	219	11	was	be	AUX
aiti-10926	219	12	also	also	ADV
aiti-10926	219	13	implemented	implement	VERB
aiti-10926	219	14	as	as	SCONJ
aiti-10926	219	15	shown	show	VERB
aiti-10926	219	16	in	in	ADP
aiti-10926	219	17	fig	fig	NOUN
aiti-10926	219	18	.	.	PUNCT
aiti-10926	220	1	10	10	NUM
aiti-10926	220	2	.	.	PUNCT
aiti-10926	221	1	to	to	PART
aiti-10926	221	2	calculate	calculate	VERB
aiti-10926	221	3	the	the	DET
aiti-10926	221	4	weight	weight	NOUN
aiti-10926	221	5	of	of	ADP
aiti-10926	221	6	harvested	harvest	VERB
aiti-10926	221	7	rice	rice	NOUN
aiti-10926	221	8	in	in	ADP
aiti-10926	221	9	the	the	DET
aiti-10926	221	10	captured	capture	VERB
aiti-10926	221	11	images	image	NOUN
aiti-10926	221	12	,	,	PUNCT
aiti-10926	221	13	the	the	DET
aiti-10926	221	14	user	user	NOUN
aiti-10926	221	15	enters	enter	VERB
aiti-10926	221	16	the	the	DET
aiti-10926	221	17	name	name	NOUN
aiti-10926	221	18	of	of	ADP
aiti-10926	221	19	the	the	DET
aiti-10926	221	20	rice	rice	NOUN
aiti-10926	221	21	plant	plant	NOUN
aiti-10926	221	22	and	and	CCONJ
aiti-10926	221	23	the	the	DET
aiti-10926	221	24	unit	unit	NOUN
aiti-10926	221	25	price	price	NOUN
aiti-10926	221	26	in	in	ADP
aiti-10926	221	27	vnd	vnd	PROPN
aiti-10926	221	28	/	/	SYM
aiti-10926	221	29	kg	kg	PROPN
aiti-10926	221	30	,	,	PUNCT
aiti-10926	221	31	then	then	ADV
aiti-10926	221	32	selects	select	VERB
aiti-10926	221	33	a	a	DET
aiti-10926	221	34	set	set	NOUN
aiti-10926	221	35	of	of	ADP
aiti-10926	221	36	images	image	NOUN
aiti-10926	221	37	and	and	CCONJ
aiti-10926	221	38	clicks	click	VERB
aiti-10926	221	39	the	the	DET
aiti-10926	221	40	“	"	PUNCT
aiti-10926	221	41	calculate	calculate	NOUN
aiti-10926	221	42	”	"	PUNCT
aiti-10926	221	43	button	button	NOUN
aiti-10926	221	44	.	.	PUNCT
aiti-10926	222	1	the	the	DET
aiti-10926	222	2	returned	return	VERB
aiti-10926	222	3	result	result	NOUN
aiti-10926	222	4	is	be	AUX
aiti-10926	222	5	a	a	DET
aiti-10926	222	6	series	series	NOUN
aiti-10926	222	7	of	of	ADP
aiti-10926	222	8	calculations	calculation	NOUN
aiti-10926	222	9	that	that	PRON
aiti-10926	222	10	are	be	AUX
aiti-10926	222	11	practically	practically	ADV
aiti-10926	222	12	similar	similar	ADJ
aiti-10926	222	13	to	to	ADP
aiti-10926	222	14	the	the	DET
aiti-10926	222	15	farmer	farmer	NOUN
aiti-10926	222	16	’s	’s	PART
aiti-10926	222	17	manual	manual	ADJ
aiti-10926	222	18	calculation	calculation	NOUN
aiti-10926	222	19	results	result	NOUN
aiti-10926	222	20	.	.	PUNCT
aiti-10926	223	1	the	the	DET
aiti-10926	223	2	application	application	NOUN
aiti-10926	223	3	also	also	ADV
aiti-10926	223	4	saves	save	VERB
aiti-10926	223	5	the	the	DET
aiti-10926	223	6	images	image	NOUN
aiti-10926	223	7	for	for	ADP
aiti-10926	223	8	further	further	ADJ
aiti-10926	223	9	investigation	investigation	NOUN
aiti-10926	223	10	and	and	CCONJ
aiti-10926	223	11	comparison	comparison	NOUN
aiti-10926	223	12	.	.	PUNCT
aiti-10926	224	1	5	5	X
aiti-10926	224	2	.	.	X
aiti-10926	224	3	conclusions	conclusion	NOUN
aiti-10926	224	4	the	the	DET
aiti-10926	224	5	study	study	NOUN
aiti-10926	224	6	proposed	propose	VERB
aiti-10926	224	7	a	a	DET
aiti-10926	224	8	method	method	NOUN
aiti-10926	224	9	to	to	PART
aiti-10926	224	10	determine	determine	VERB
aiti-10926	224	11	the	the	DET
aiti-10926	224	12	weight	weight	NOUN
aiti-10926	224	13	value	value	NOUN
aiti-10926	224	14	of	of	ADP
aiti-10926	224	15	clock	clock	NOUN
aiti-10926	224	16	scales	scale	NOUN
aiti-10926	224	17	in	in	ADP
aiti-10926	224	18	images	image	NOUN
aiti-10926	224	19	by	by	ADP
aiti-10926	224	20	identifying	identify	VERB
aiti-10926	224	21	and	and	CCONJ
aiti-10926	224	22	extracting	extract	VERB
aiti-10926	224	23	the	the	DET
aiti-10926	224	24	scale	scale	NOUN
aiti-10926	224	25	from	from	ADP
aiti-10926	224	26	the	the	DET
aiti-10926	224	27	captured	capture	VERB
aiti-10926	224	28	image	image	NOUN
aiti-10926	224	29	,	,	PUNCT
aiti-10926	224	30	and	and	CCONJ
aiti-10926	224	31	then	then	ADV
aiti-10926	224	32	the	the	DET
aiti-10926	224	33	position	position	NOUN
aiti-10926	224	34	of	of	ADP
aiti-10926	224	35	the	the	DET
aiti-10926	224	36	needle	needle	NOUN
aiti-10926	224	37	in	in	ADP
aiti-10926	224	38	the	the	DET
aiti-10926	224	39	scale	scale	NOUN
aiti-10926	224	40	is	be	AUX
aiti-10926	224	41	determined	determine	VERB
aiti-10926	224	42	to	to	PART
aiti-10926	224	43	calculate	calculate	VERB
aiti-10926	224	44	the	the	DET
aiti-10926	224	45	weight	weight	NOUN
aiti-10926	224	46	value	value	NOUN
aiti-10926	224	47	.	.	PUNCT
aiti-10926	225	1	this	this	DET
aiti-10926	225	2	method	method	NOUN
aiti-10926	225	3	is	be	AUX
aiti-10926	225	4	the	the	DET
aiti-10926	225	5	first	first	ADJ
aiti-10926	225	6	step	step	NOUN
aiti-10926	225	7	to	to	ADP
aiti-10926	225	8	building	build	VERB
aiti-10926	225	9	a	a	DET
aiti-10926	225	10	complete	complete	ADJ
aiti-10926	225	11	application	application	NOUN
aiti-10926	225	12	that	that	PRON
aiti-10926	225	13	helps	help	VERB
aiti-10926	225	14	farmers	farmer	NOUN
aiti-10926	225	15	calculate	calculate	VERB
aiti-10926	225	16	rice	rice	NOUN
aiti-10926	225	17	payments	payment	NOUN
aiti-10926	225	18	using	use	VERB
aiti-10926	225	19	modern	modern	ADJ
aiti-10926	225	20	technologies	technology	NOUN
aiti-10926	225	21	,	,	PUNCT
aiti-10926	225	22	particularly	particularly	ADV
aiti-10926	225	23	artificial	artificial	ADJ
aiti-10926	225	24	intelligence	intelligence	NOUN
aiti-10926	225	25	.	.	PUNCT
aiti-10926	226	1	the	the	DET
aiti-10926	226	2	detection	detection	NOUN
aiti-10926	226	3	and	and	CCONJ
aiti-10926	226	4	extraction	extraction	NOUN
aiti-10926	226	5	of	of	ADP
aiti-10926	226	6	the	the	DET
aiti-10926	226	7	scale	scale	NOUN
aiti-10926	226	8	achieved	achieve	VERB
aiti-10926	226	9	very	very	ADV
aiti-10926	226	10	high	high	ADJ
aiti-10926	226	11	accuracy	accuracy	NOUN
aiti-10926	226	12	with	with	ADP
aiti-10926	226	13	map@0.5	map@0.5	PROPN
aiti-10926	226	14	at	at	ADP
aiti-10926	226	15	0.995	0.995	NUM
aiti-10926	226	16	and	and	CCONJ
aiti-10926	226	17	map@[0.5:0.95	map@[0.5:0.95	NOUN
aiti-10926	226	18	]	]	PUNCT
aiti-10926	226	19	at	at	ADP
aiti-10926	226	20	0.830	0.830	NUM
aiti-10926	226	21	.	.	PUNCT
aiti-10926	227	1	however	however	ADV
aiti-10926	227	2	,	,	PUNCT
aiti-10926	227	3	the	the	DET
aiti-10926	227	4	detection	detection	NOUN
aiti-10926	227	5	of	of	ADP
aiti-10926	227	6	the	the	DET
aiti-10926	227	7	needle	needle	NOUN
aiti-10926	227	8	in	in	ADP
aiti-10926	227	9	the	the	DET
aiti-10926	227	10	scale	scale	NOUN
aiti-10926	227	11	is	be	AUX
aiti-10926	227	12	still	still	ADV
aiti-10926	227	13	a	a	DET
aiti-10926	227	14	challenge	challenge	NOUN
aiti-10926	227	15	due	due	ADP
aiti-10926	227	16	to	to	ADP
aiti-10926	227	17	the	the	DET
aiti-10926	227	18	limitation	limitation	NOUN
aiti-10926	227	19	of	of	ADP
aiti-10926	227	20	the	the	DET
aiti-10926	227	21	collected	collect	VERB
aiti-10926	227	22	dataset	dataset	NOUN
aiti-10926	227	23	.	.	PUNCT
aiti-10926	228	1	in	in	ADP
aiti-10926	228	2	addition	addition	NOUN
aiti-10926	228	3	,	,	PUNCT
aiti-10926	228	4	determining	determine	VERB
aiti-10926	228	5	the	the	DET
aiti-10926	228	6	important	important	ADJ
aiti-10926	228	7	elements	element	NOUN
aiti-10926	228	8	(	(	PUNCT
aiti-10926	228	9	center	center	NOUN
aiti-10926	228	10	of	of	ADP
aiti-10926	228	11	the	the	DET
aiti-10926	228	12	scale	scale	NOUN
aiti-10926	228	13	,	,	PUNCT
aiti-10926	228	14	needle	needle	NOUN
aiti-10926	228	15	edge	edge	NOUN
aiti-10926	228	16	,	,	PUNCT
aiti-10926	228	17	and	and	CCONJ
aiti-10926	228	18	numbers	number	NOUN
aiti-10926	228	19	)	)	PUNCT
aiti-10926	228	20	for	for	ADP
aiti-10926	228	21	calculating	calculate	VERB
aiti-10926	228	22	the	the	DET
aiti-10926	228	23	weight	weight	NOUN
aiti-10926	228	24	is	be	AUX
aiti-10926	228	25	highly	highly	ADV
aiti-10926	228	26	dependent	dependent	ADJ
aiti-10926	228	27	on	on	ADP
aiti-10926	228	28	a	a	DET
aiti-10926	228	29	variety	variety	NOUN
aiti-10926	228	30	of	of	ADP
aiti-10926	228	31	factors	factor	NOUN
aiti-10926	228	32	,	,	PUNCT
aiti-10926	228	33	i.e.	i.e.	X
aiti-10926	228	34	,	,	PUNCT
aiti-10926	228	35	the	the	DET
aiti-10926	228	36	light	light	NOUN
aiti-10926	228	37	and	and	CCONJ
aiti-10926	228	38	the	the	DET
aiti-10926	228	39	tilt	tilt	NOUN
aiti-10926	228	40	of	of	ADP
aiti-10926	228	41	the	the	DET
aiti-10926	228	42	scale	scale	NOUN
aiti-10926	228	43	in	in	ADP
aiti-10926	228	44	the	the	DET
aiti-10926	228	45	photograph	photograph	NOUN
aiti-10926	228	46	.	.	PUNCT
aiti-10926	229	1	the	the	DET
aiti-10926	229	2	result	result	NOUN
aiti-10926	229	3	from	from	ADP
aiti-10926	229	4	mae	mae	PROPN
aiti-10926	229	5	is	be	AUX
aiti-10926	229	6	3.7	3.7	NUM
aiti-10926	229	7	for	for	ADP
aiti-10926	229	8	weight	weight	NOUN
aiti-10926	229	9	calculation	calculation	NOUN
aiti-10926	229	10	.	.	PUNCT
aiti-10926	230	1	in	in	ADP
aiti-10926	230	2	future	future	ADJ
aiti-10926	230	3	studies	study	NOUN
aiti-10926	230	4	,	,	PUNCT
aiti-10926	230	5	the	the	DET
aiti-10926	230	6	methods	method	NOUN
aiti-10926	230	7	to	to	PART
aiti-10926	230	8	reduce	reduce	VERB
aiti-10926	230	9	light	light	NOUN
aiti-10926	230	10	noise	noise	NOUN
aiti-10926	230	11	could	could	AUX
aiti-10926	230	12	be	be	AUX
aiti-10926	230	13	evaluated	evaluate	VERB
aiti-10926	230	14	since	since	SCONJ
aiti-10926	230	15	the	the	DET
aiti-10926	230	16	images	image	NOUN
aiti-10926	230	17	were	be	AUX
aiti-10926	230	18	taken	take	VERB
aiti-10926	230	19	mainly	mainly	ADV
aiti-10926	230	20	in	in	ADP
aiti-10926	230	21	sunny	sunny	ADJ
aiti-10926	230	22	and	and	CCONJ
aiti-10926	230	23	dry	dry	ADJ
aiti-10926	230	24	areas	area	NOUN
aiti-10926	230	25	;	;	PUNCT
aiti-10926	230	26	moreover	moreover	ADV
aiti-10926	230	27	,	,	PUNCT
aiti-10926	230	28	identifying	identify	VERB
aiti-10926	230	29	objects	object	NOUN
aiti-10926	230	30	as	as	ADV
aiti-10926	230	31	small	small	ADJ
aiti-10926	230	32	as	as	SCONJ
aiti-10926	230	33	needles	needle	NOUN
aiti-10926	230	34	may	may	AUX
aiti-10926	230	35	be	be	AUX
aiti-10926	230	36	affected	affect	VERB
aiti-10926	230	37	by	by	ADP
aiti-10926	230	38	the	the	DET
aiti-10926	230	39	light	light	ADJ
aiti-10926	230	40	factor	factor	NOUN
aiti-10926	230	41	.	.	PUNCT
aiti-10926	231	1	in	in	ADP
aiti-10926	231	2	addition	addition	NOUN
aiti-10926	231	3	,	,	PUNCT
aiti-10926	231	4	more	more	ADV
aiti-10926	231	5	thorough	thorough	ADJ
aiti-10926	231	6	experiments	experiment	NOUN
aiti-10926	231	7	could	could	AUX
aiti-10926	231	8	be	be	AUX
aiti-10926	231	9	conducted	conduct	VERB
aiti-10926	231	10	to	to	PART
aiti-10926	231	11	determine	determine	VERB
aiti-10926	231	12	better	well	ADJ
aiti-10926	231	13	thresholds	threshold	NOUN
aiti-10926	231	14	for	for	ADP
aiti-10926	231	15	identifying	identify	VERB
aiti-10926	231	16	the	the	DET
aiti-10926	231	17	important	important	ADJ
aiti-10926	231	18	parameters	parameter	NOUN
aiti-10926	231	19	for	for	ADP
aiti-10926	231	20	the	the	DET
aiti-10926	231	21	weight	weight	NOUN
aiti-10926	231	22	calculation	calculation	NOUN
aiti-10926	231	23	task	task	NOUN
aiti-10926	231	24	.	.	PUNCT
aiti-10926	232	1	lastly	lastly	ADV
aiti-10926	232	2	,	,	PUNCT
aiti-10926	232	3	further	further	ADJ
aiti-10926	232	4	experiments	experiment	NOUN
aiti-10926	232	5	with	with	ADP
aiti-10926	232	6	different	different	ADJ
aiti-10926	232	7	clock	clock	NOUN
aiti-10926	232	8	scale	scale	NOUN
aiti-10926	232	9	capacities	capacity	NOUN
aiti-10926	232	10	should	should	AUX
aiti-10926	232	11	be	be	AUX
aiti-10926	232	12	performed	perform	VERB
aiti-10926	232	13	,	,	PUNCT
aiti-10926	232	14	for	for	ADP
aiti-10926	232	15	which	which	PRON
aiti-10926	232	16	further	further	ADJ
aiti-10926	232	17	datasets	dataset	NOUN
aiti-10926	232	18	have	have	VERB
aiti-10926	232	19	to	to	PART
aiti-10926	232	20	be	be	AUX
aiti-10926	232	21	collected	collect	VERB
aiti-10926	232	22	.	.	PUNCT
aiti-10926	233	1	conflicts	conflict	NOUN
aiti-10926	233	2	of	of	ADP
aiti-10926	233	3	interest	interest	NOUN
aiti-10926	233	4	the	the	DET
aiti-10926	233	5	authors	author	NOUN
aiti-10926	233	6	declare	declare	VERB
aiti-10926	233	7	no	no	DET
aiti-10926	233	8	conflict	conflict	NOUN
aiti-10926	233	9	of	of	ADP
aiti-10926	233	10	interest	interest	NOUN
aiti-10926	233	11	.	.	PUNCT
aiti-10926	234	1	references	reference	NOUN
aiti-10926	234	2	[	[	X
aiti-10926	234	3	1	1	NUM
aiti-10926	234	4	]	]	PUNCT
aiti-10926	234	5	m.	m.	PROPN
aiti-10926	234	6	f.	f.	PROPN
aiti-10926	234	7	tsai	tsai	PROPN
aiti-10926	234	8	and	and	CCONJ
aiti-10926	234	9	j.	j.	PROPN
aiti-10926	234	10	y.	y.	PROPN
aiti-10926	234	11	huang	huang	PROPN
aiti-10926	234	12	,	,	PUNCT
aiti-10926	234	13	“	"	PUNCT
aiti-10926	234	14	sentiment	sentiment	NOUN
aiti-10926	234	15	analysis	analysis	NOUN
aiti-10926	234	16	of	of	ADP
aiti-10926	234	17	pets	pet	NOUN
aiti-10926	234	18	using	use	VERB
aiti-10926	234	19	deep	deep	ADJ
aiti-10926	234	20	learning	learning	NOUN
aiti-10926	234	21	technologies	technology	NOUN
aiti-10926	234	22	in	in	ADP
aiti-10926	234	23	artificial	artificial	ADJ
aiti-10926	234	24	intelligence	intelligence	NOUN
aiti-10926	234	25	of	of	ADP
aiti-10926	234	26	things	thing	NOUN
aiti-10926	234	27	system	system	NOUN
aiti-10926	234	28	,	,	PUNCT
aiti-10926	234	29	”	"	PUNCT
aiti-10926	234	30	soft	soft	ADJ
aiti-10926	234	31	computing	computing	NOUN
aiti-10926	234	32	,	,	PUNCT
aiti-10926	234	33	vol	vol	NOUN
aiti-10926	234	34	.	.	PROPN
aiti-10926	235	1	25	25	NUM
aiti-10926	235	2	,	,	PUNCT
aiti-10926	235	3	no	no	INTJ
aiti-10926	235	4	.	.	NOUN
aiti-10926	235	5	21	21	NUM
aiti-10926	235	6	,	,	PUNCT
aiti-10926	235	7	pp	pp	ADJ
aiti-10926	235	8	.	.	PUNCT
aiti-10926	236	1	13741	13741	NUM
aiti-10926	236	2	-	-	SYM
aiti-10926	236	3	13752	13752	NUM
aiti-10926	236	4	,	,	PUNCT
aiti-10926	236	5	november	november	PROPN
aiti-10926	236	6	2021	2021	NUM
aiti-10926	236	7	.	.	PUNCT
aiti-10926	237	1	[	[	X
aiti-10926	237	2	2	2	X
aiti-10926	237	3	]	]	PUNCT
aiti-10926	237	4	t.	t.	PROPN
aiti-10926	237	5	v.	v.	CCONJ
aiti-10926	237	6	klompenburg	klompenburg	PROPN
aiti-10926	237	7	and	and	CCONJ
aiti-10926	237	8	a.	a.	NOUN
aiti-10926	237	9	kassahun	kassahun	PROPN
aiti-10926	237	10	,	,	PUNCT
aiti-10926	237	11	“	"	PUNCT
aiti-10926	237	12	data	data	NOUN
aiti-10926	237	13	-	-	PUNCT
aiti-10926	237	14	driven	drive	VERB
aiti-10926	237	15	decision	decision	NOUN
aiti-10926	237	16	making	make	VERB
aiti-10926	237	17	in	in	ADP
aiti-10926	237	18	pig	pig	NOUN
aiti-10926	237	19	farming	farming	NOUN
aiti-10926	237	20	:	:	PUNCT
aiti-10926	237	21	a	a	DET
aiti-10926	237	22	review	review	NOUN
aiti-10926	237	23	of	of	ADP
aiti-10926	237	24	the	the	DET
aiti-10926	237	25	literature	literature	NOUN
aiti-10926	237	26	,	,	PUNCT
aiti-10926	237	27	”	"	PUNCT
aiti-10926	237	28	livestock	livestock	NOUN
aiti-10926	237	29	science	science	NOUN
aiti-10926	237	30	,	,	PUNCT
aiti-10926	237	31	vol	vol	NOUN
aiti-10926	237	32	.	.	PROPN
aiti-10926	237	33	261	261	NUM
aiti-10926	237	34	,	,	PUNCT
aiti-10926	237	35	article	article	NOUN
aiti-10926	237	36	no	no	NOUN
aiti-10926	237	37	.	.	PROPN
aiti-10926	237	38	104961	104961	NUM
aiti-10926	237	39	,	,	PUNCT
aiti-10926	237	40	july	july	PROPN
aiti-10926	237	41	2022	2022	NUM
aiti-10926	237	42	.	.	PUNCT
aiti-10926	238	1	[	[	X
aiti-10926	238	2	3	3	NUM
aiti-10926	238	3	]	]	X
aiti-10926	238	4	r.	r.	PROPN
aiti-10926	238	5	sujatha	sujatha	PROPN
aiti-10926	238	6	,	,	PUNCT
aiti-10926	238	7	j.	j.	PROPN
aiti-10926	238	8	m.	m.	PROPN
aiti-10926	238	9	chatterjee	chatterjee	PROPN
aiti-10926	238	10	,	,	PUNCT
aiti-10926	238	11	n.	n.	PROPN
aiti-10926	238	12	z.	z.	PROPN
aiti-10926	238	13	jhanjhi	jhanjhi	PROPN
aiti-10926	238	14	,	,	PUNCT
aiti-10926	238	15	and	and	CCONJ
aiti-10926	238	16	s.	s.	PROPN
aiti-10926	238	17	n.	n.	PROPN
aiti-10926	238	18	brohi	brohi	PROPN
aiti-10926	238	19	,	,	PUNCT
aiti-10926	238	20	“	"	PUNCT
aiti-10926	238	21	performance	performance	NOUN
aiti-10926	238	22	of	of	ADP
aiti-10926	238	23	deep	deep	ADJ
aiti-10926	238	24	learning	learning	NOUN
aiti-10926	238	25	vs	vs	ADP
aiti-10926	238	26	machine	machine	NOUN
aiti-10926	238	27	learning	learn	VERB
aiti-10926	238	28	in	in	ADP
aiti-10926	238	29	plant	plant	NOUN
aiti-10926	238	30	leaf	leaf	NOUN
aiti-10926	238	31	disease	disease	NOUN
aiti-10926	238	32	detection	detection	NOUN
aiti-10926	238	33	,	,	PUNCT
aiti-10926	238	34	”	"	PUNCT
aiti-10926	238	35	microprocessors	microprocessor	NOUN
aiti-10926	238	36	and	and	CCONJ
aiti-10926	238	37	microsystems	microsystem	NOUN
aiti-10926	238	38	,	,	PUNCT
aiti-10926	238	39	vol	vol	NOUN
aiti-10926	238	40	.	.	PROPN
aiti-10926	238	41	80	80	NUM
aiti-10926	238	42	,	,	PUNCT
aiti-10926	238	43	article	article	NOUN
aiti-10926	238	44	no	no	NOUN
aiti-10926	238	45	.	.	PROPN
aiti-10926	238	46	103615	103615	NUM
aiti-10926	238	47	,	,	PUNCT
aiti-10926	238	48	february	february	NOUN
aiti-10926	238	49	2021	2021	NUM
aiti-10926	238	50	.	.	PUNCT
aiti-10926	239	1	[	[	X
aiti-10926	239	2	4	4	X
aiti-10926	239	3	]	]	PUNCT
aiti-10926	239	4	m.	m.	PROPN
aiti-10926	239	5	d.	d.	PROPN
aiti-10926	239	6	yang	yang	PROPN
aiti-10926	239	7	,	,	PUNCT
aiti-10926	239	8	y.	y.	PROPN
aiti-10926	239	9	c.	c.	PROPN
aiti-10926	239	10	hsu	hsu	PROPN
aiti-10926	239	11	,	,	PUNCT
aiti-10926	239	12	w.	w.	PROPN
aiti-10926	239	13	c.	c.	PROPN
aiti-10926	239	14	tseng	tseng	PROPN
aiti-10926	239	15	,	,	PUNCT
aiti-10926	239	16	c.	c.	PROPN
aiti-10926	239	17	y.	y.	PROPN
aiti-10926	239	18	lu	lu	PROPN
aiti-10926	239	19	,	,	PUNCT
aiti-10926	239	20	c.	c.	PROPN
aiti-10926	239	21	y.	y.	PROPN
aiti-10926	239	22	yang	yang	PROPN
aiti-10926	239	23	,	,	PUNCT
aiti-10926	239	24	m.	m.	PROPN
aiti-10926	239	25	h.	h.	PROPN
aiti-10926	239	26	lai	lai	PROPN
aiti-10926	239	27	,	,	PUNCT
aiti-10926	239	28	et	et	PROPN
aiti-10926	239	29	al	al	PROPN
aiti-10926	239	30	.	.	PROPN
aiti-10926	239	31	,	,	PUNCT
aiti-10926	239	32	“	"	PUNCT
aiti-10926	239	33	assessment	assessment	NOUN
aiti-10926	239	34	of	of	ADP
aiti-10926	239	35	grain	grain	NOUN
aiti-10926	239	36	harvest	harvest	NOUN
aiti-10926	239	37	moisture	moisture	NOUN
aiti-10926	239	38	content	content	NOUN
aiti-10926	239	39	using	use	VERB
aiti-10926	239	40	machine	machine	NOUN
aiti-10926	239	41	learning	learn	VERB
aiti-10926	239	42	on	on	ADP
aiti-10926	239	43	smartphone	smartphone	NOUN
aiti-10926	239	44	images	image	NOUN
aiti-10926	239	45	for	for	ADP
aiti-10926	239	46	optimal	optimal	ADJ
aiti-10926	239	47	harvest	harvest	NOUN
aiti-10926	239	48	timing	timing	NOUN
aiti-10926	239	49	,	,	PUNCT
aiti-10926	239	50	”	"	PUNCT
aiti-10926	239	51	sensors	sensor	NOUN
aiti-10926	239	52	,	,	PUNCT
aiti-10926	239	53	vol	vol	NOUN
aiti-10926	239	54	.	.	PROPN
aiti-10926	239	55	21	21	NUM
aiti-10926	239	56	,	,	PUNCT
aiti-10926	239	57	no	no	INTJ
aiti-10926	239	58	.	.	NOUN
aiti-10926	239	59	17	17	NUM
aiti-10926	239	60	,	,	PUNCT
aiti-10926	239	61	article	article	NOUN
aiti-10926	239	62	no	no	NOUN
aiti-10926	239	63	.	.	PROPN
aiti-10926	239	64	5875	5875	NUM
aiti-10926	239	65	,	,	PUNCT
aiti-10926	239	66	september	september	PROPN
aiti-10926	239	67	2021	2021	NUM
aiti-10926	239	68	.	.	PUNCT
aiti-10926	240	1	[	[	X
aiti-10926	240	2	5	5	X
aiti-10926	240	3	]	]	PUNCT
aiti-10926	240	4	d.	d.	PROPN
aiti-10926	240	5	paudel	paudel	PROPN
aiti-10926	240	6	,	,	PUNCT
aiti-10926	240	7	h.	h.	PROPN
aiti-10926	240	8	boogaard	boogaard	PROPN
aiti-10926	240	9	,	,	PUNCT
aiti-10926	240	10	a.	a.	PROPN
aiti-10926	240	11	d.	d.	PROPN
aiti-10926	240	12	wit	wit	PROPN
aiti-10926	240	13	,	,	PUNCT
aiti-10926	240	14	m.	m.	NOUN
aiti-10926	240	15	v.	v.	ADP
aiti-10926	240	16	d.	d.	PROPN
aiti-10926	240	17	velde	velde	PROPN
aiti-10926	240	18	,	,	PUNCT
aiti-10926	240	19	m.	m.	NOUN
aiti-10926	240	20	claverie	claverie	PROPN
aiti-10926	240	21	,	,	PUNCT
aiti-10926	240	22	l.	l.	PROPN
aiti-10926	240	23	nisini	nisini	PROPN
aiti-10926	240	24	,	,	PUNCT
aiti-10926	240	25	et	et	PROPN
aiti-10926	240	26	al	al	PROPN
aiti-10926	240	27	.	.	PROPN
aiti-10926	240	28	,	,	PUNCT
aiti-10926	240	29	“	"	PUNCT
aiti-10926	240	30	machine	machine	NOUN
aiti-10926	240	31	learning	learning	NOUN
aiti-10926	240	32	for	for	ADP
aiti-10926	240	33	regional	regional	ADJ
aiti-10926	240	34	crop	crop	NOUN
aiti-10926	240	35	yield	yield	NOUN
aiti-10926	240	36	forecasting	forecasting	NOUN
aiti-10926	240	37	in	in	ADP
aiti-10926	240	38	europe	europe	PROPN
aiti-10926	240	39	,	,	PUNCT
aiti-10926	240	40	”	"	PUNCT
aiti-10926	240	41	field	field	NOUN
aiti-10926	240	42	crops	crop	NOUN
aiti-10926	240	43	research	research	NOUN
aiti-10926	240	44	,	,	PUNCT
aiti-10926	240	45	vol	vol	NOUN
aiti-10926	240	46	.	.	PROPN
aiti-10926	240	47	276	276	NUM
aiti-10926	240	48	,	,	PUNCT
aiti-10926	240	49	article	article	NOUN
aiti-10926	240	50	no	no	NOUN
aiti-10926	240	51	.	.	PROPN
aiti-10926	240	52	108377	108377	NUM
aiti-10926	240	53	,	,	PUNCT
aiti-10926	240	54	february	february	PROPN
aiti-10926	240	55	2022	2022	NUM
aiti-10926	240	56	.	.	PUNCT
aiti-10926	241	1	[	[	X
aiti-10926	241	2	6	6	NUM
aiti-10926	241	3	]	]	PUNCT
aiti-10926	241	4	m.	m.	PROPN
aiti-10926	241	5	q.	q.	PROPN
aiti-10926	241	6	tran	tran	PROPN
aiti-10926	241	7	,	,	PUNCT
aiti-10926	241	8	m.	m.	NOUN
aiti-10926	241	9	elsisi	elsisi	VERB
aiti-10926	241	10	,	,	PUNCT
aiti-10926	241	11	m.	m.	PROPN
aiti-10926	241	12	k.	k.	PROPN
aiti-10926	241	13	liu	liu	PROPN
aiti-10926	241	14	,	,	PUNCT
aiti-10926	241	15	v.	v.	PROPN
aiti-10926	241	16	q.	q.	PROPN
aiti-10926	241	17	vu	vu	PROPN
aiti-10926	241	18	,	,	PUNCT
aiti-10926	241	19	k.	k.	PROPN
aiti-10926	241	20	mahmoud	mahmoud	PROPN
aiti-10926	241	21	,	,	PUNCT
aiti-10926	241	22	m.	m.	NOUN
aiti-10926	241	23	m.	m.	PROPN
aiti-10926	241	24	f.	f.	PROPN
aiti-10926	241	25	darwish	darwish	PROPN
aiti-10926	241	26	,	,	PUNCT
aiti-10926	241	27	et	et	PROPN
aiti-10926	241	28	al	al	PROPN
aiti-10926	241	29	.	.	PROPN
aiti-10926	241	30	,	,	PUNCT
aiti-10926	241	31	“	"	PUNCT
aiti-10926	241	32	reliable	reliable	ADJ
aiti-10926	241	33	deep	deep	ADJ
aiti-10926	241	34	learning	learning	NOUN
aiti-10926	241	35	and	and	CCONJ
aiti-10926	241	36	iotbased	iotbase	VERB
aiti-10926	241	37	monitoring	monitoring	NOUN
aiti-10926	241	38	system	system	NOUN
aiti-10926	241	39	for	for	ADP
aiti-10926	241	40	secure	secure	ADJ
aiti-10926	241	41	computer	computer	NOUN
aiti-10926	241	42	numerical	numerical	PROPN
aiti-10926	241	43	control	control	PROPN
aiti-10926	241	44	machines	machine	NOUN
aiti-10926	241	45	against	against	ADP
aiti-10926	241	46	cyber	cyber	NOUN
aiti-10926	241	47	-	-	PUNCT
aiti-10926	241	48	attacks	attack	NOUN
aiti-10926	241	49	with	with	ADP
aiti-10926	241	50	experimental	experimental	ADJ
aiti-10926	241	51	verification	verification	NOUN
aiti-10926	241	52	,	,	PUNCT
aiti-10926	241	53	”	"	PUNCT
aiti-10926	241	54	ieee	ieee	NOUN
aiti-10926	241	55	access	access	NOUN
aiti-10926	241	56	,	,	PUNCT
aiti-10926	241	57	vol	vol	NOUN
aiti-10926	241	58	.	.	PROPN
aiti-10926	242	1	10	10	NUM
aiti-10926	242	2	,	,	PUNCT
aiti-10926	242	3	pp	pp	ADJ
aiti-10926	242	4	.	.	PUNCT
aiti-10926	243	1	23186	23186	NUM
aiti-10926	243	2	-	-	SYM
aiti-10926	243	3	23197	23197	NUM
aiti-10926	243	4	,	,	PUNCT
aiti-10926	243	5	2022	2022	NUM
aiti-10926	243	6	.	.	PUNCT
aiti-10926	244	1	[	[	X
aiti-10926	244	2	7	7	X
aiti-10926	244	3	]	]	X
aiti-10926	244	4	h.	h.	PROPN
aiti-10926	244	5	arai	arai	PROPN
aiti-10926	244	6	,	,	PUNCT
aiti-10926	244	7	“	"	PUNCT
aiti-10926	244	8	increased	increase	VERB
aiti-10926	244	9	rice	rice	NOUN
aiti-10926	244	10	yield	yield	NOUN
aiti-10926	244	11	and	and	CCONJ
aiti-10926	244	12	reduced	reduced	ADJ
aiti-10926	244	13	greenhouse	greenhouse	NOUN
aiti-10926	244	14	gas	gas	NOUN
aiti-10926	244	15	emissions	emission	NOUN
aiti-10926	244	16	through	through	ADP
aiti-10926	244	17	alternate	alternate	ADJ
aiti-10926	244	18	wetting	wetting	NOUN
aiti-10926	244	19	and	and	CCONJ
aiti-10926	244	20	drying	dry	VERB
aiti-10926	244	21	in	in	ADP
aiti-10926	244	22	a	a	DET
aiti-10926	244	23	triple	triple	ADJ
aiti-10926	244	24	-	-	PUNCT
aiti-10926	244	25	cropped	crop	VERB
aiti-10926	244	26	rice	rice	NOUN
aiti-10926	244	27	field	field	NOUN
aiti-10926	244	28	in	in	ADP
aiti-10926	244	29	the	the	DET
aiti-10926	244	30	mekong	mekong	NOUN
aiti-10926	244	31	delta	delta	NOUN
aiti-10926	244	32	,	,	PUNCT
aiti-10926	244	33	”	"	PUNCT
aiti-10926	244	34	science	science	NOUN
aiti-10926	244	35	of	of	ADP
aiti-10926	244	36	the	the	DET
aiti-10926	244	37	total	total	ADJ
aiti-10926	244	38	environment	environment	NOUN
aiti-10926	244	39	,	,	PUNCT
aiti-10926	244	40	vol	vol	NOUN
aiti-10926	244	41	.	.	PROPN
aiti-10926	244	42	842	842	NUM
aiti-10926	244	43	,	,	PUNCT
aiti-10926	244	44	article	article	NOUN
aiti-10926	244	45	no	no	NOUN
aiti-10926	244	46	.	.	PROPN
aiti-10926	244	47	156958	156958	NUM
aiti-10926	244	48	,	,	PUNCT
aiti-10926	244	49	october	october	PROPN
aiti-10926	244	50	2022	2022	NUM
aiti-10926	244	51	.	.	PUNCT
aiti-10926	245	1	advances	advance	NOUN
aiti-10926	245	2	in	in	ADP
aiti-10926	245	3	technology	technology	NOUN
aiti-10926	245	4	innovation	innovation	NOUN
aiti-10926	245	5	,	,	PUNCT
aiti-10926	245	6	vol	vol	NOUN
aiti-10926	245	7	.	.	PROPN
aiti-10926	245	8	8	8	NUM
aiti-10926	245	9	,	,	PUNCT
aiti-10926	245	10	no	no	INTJ
aiti-10926	245	11	.	.	NOUN
aiti-10926	245	12	2	2	NUM
aiti-10926	245	13	,	,	PUNCT
aiti-10926	245	14	2023	2023	NUM
aiti-10926	245	15	,	,	PUNCT
aiti-10926	245	16	pp	pp	ADJ
aiti-10926	245	17	.	.	PUNCT
aiti-10926	246	1	100	100	NUM
aiti-10926	246	2	-	-	SYM
aiti-10926	246	3	110	110	NUM
aiti-10926	246	4	110	110	NUM
aiti-10926	246	5	[	[	SYM
aiti-10926	246	6	8	8	NUM
aiti-10926	246	7	]	]	X
aiti-10926	246	8	n.	n.	NOUN
aiti-10926	246	9	stadlinger	stadlinger	PROPN
aiti-10926	246	10	,	,	PUNCT
aiti-10926	246	11	h.	h.	PROPN
aiti-10926	246	12	berg	berg	PROPN
aiti-10926	246	13	,	,	PUNCT
aiti-10926	246	14	p.	p.	PROPN
aiti-10926	246	15	j.	j.	PROPN
aiti-10926	247	1	v.	v.	PROPN
aiti-10926	247	2	d.	d.	PROPN
aiti-10926	247	3	brink	brink	PROPN
aiti-10926	247	4	,	,	PUNCT
aiti-10926	247	5	n.	n.	PROPN
aiti-10926	247	6	t.	t.	PROPN
aiti-10926	247	7	tam	tam	PROPN
aiti-10926	247	8	,	,	PUNCT
aiti-10926	247	9	and	and	CCONJ
aiti-10926	247	10	j.	j.	PROPN
aiti-10926	247	11	s.	s.	PROPN
aiti-10926	247	12	gunnarsson	gunnarsson	PROPN
aiti-10926	247	13	,	,	PUNCT
aiti-10926	247	14	“	"	PUNCT
aiti-10926	247	15	comparison	comparison	NOUN
aiti-10926	247	16	of	of	ADP
aiti-10926	247	17	predicted	predict	VERB
aiti-10926	247	18	aquatic	aquatic	ADJ
aiti-10926	247	19	risks	risk	NOUN
aiti-10926	247	20	of	of	ADP
aiti-10926	247	21	pesticides	pesticide	NOUN
aiti-10926	247	22	used	use	VERB
aiti-10926	247	23	under	under	ADP
aiti-10926	247	24	different	different	ADJ
aiti-10926	247	25	rice	rice	NOUN
aiti-10926	247	26	-	-	PUNCT
aiti-10926	247	27	farming	farming	NOUN
aiti-10926	247	28	strategies	strategy	NOUN
aiti-10926	247	29	in	in	ADP
aiti-10926	247	30	the	the	DET
aiti-10926	247	31	mekong	mekong	PROPN
aiti-10926	247	32	delta	delta	PROPN
aiti-10926	247	33	,	,	PUNCT
aiti-10926	247	34	vietnam	vietnam	PROPN
aiti-10926	247	35	,	,	PUNCT
aiti-10926	247	36	”	"	PUNCT
aiti-10926	247	37	environmental	environmental	ADJ
aiti-10926	247	38	science	science	NOUN
aiti-10926	247	39	and	and	CCONJ
aiti-10926	247	40	pollution	pollution	NOUN
aiti-10926	247	41	research	research	NOUN
aiti-10926	247	42	,	,	PUNCT
aiti-10926	247	43	vol	vol	NOUN
aiti-10926	247	44	.	.	PROPN
aiti-10926	247	45	25	25	NUM
aiti-10926	247	46	,	,	PUNCT
aiti-10926	247	47	no	no	INTJ
aiti-10926	247	48	.	.	NOUN
aiti-10926	247	49	14	14	NUM
aiti-10926	247	50	,	,	PUNCT
aiti-10926	247	51	pp	pp	ADJ
aiti-10926	247	52	.	.	PUNCT
aiti-10926	247	53	13322	13322	NUM
aiti-10926	247	54	-	-	SYM
aiti-10926	247	55	13334	13334	NUM
aiti-10926	247	56	,	,	PUNCT
aiti-10926	247	57	may	may	AUX
aiti-10926	247	58	2018	2018	NUM
aiti-10926	247	59	.	.	PUNCT
aiti-10926	248	1	[	[	X
aiti-10926	248	2	9	9	NUM
aiti-10926	248	3	]	]	PUNCT
aiti-10926	248	4	v.	v.	ADP
aiti-10926	248	5	meshram	meshram	PROPN
aiti-10926	248	6	,	,	PUNCT
aiti-10926	248	7	k.	k.	PROPN
aiti-10926	248	8	patil	patil	PROPN
aiti-10926	248	9	,	,	PUNCT
aiti-10926	248	10	v.	v.	ADP
aiti-10926	248	11	meshram	meshram	PROPN
aiti-10926	248	12	,	,	PUNCT
aiti-10926	248	13	d.	d.	PROPN
aiti-10926	248	14	hanchate	hanchate	PROPN
aiti-10926	248	15	,	,	PUNCT
aiti-10926	248	16	and	and	CCONJ
aiti-10926	248	17	s.	s.	PROPN
aiti-10926	248	18	d.	d.	PROPN
aiti-10926	248	19	ramkteke	ramkteke	PROPN
aiti-10926	248	20	,	,	PUNCT
aiti-10926	248	21	“	"	PUNCT
aiti-10926	248	22	machine	machine	NOUN
aiti-10926	248	23	learning	learning	NOUN
aiti-10926	248	24	in	in	ADP
aiti-10926	248	25	agriculture	agriculture	NOUN
aiti-10926	248	26	domain	domain	NOUN
aiti-10926	248	27	:	:	PUNCT
aiti-10926	248	28	a	a	DET
aiti-10926	248	29	state	state	NOUN
aiti-10926	248	30	-	-	PUNCT
aiti-10926	248	31	of	of	ADP
aiti-10926	248	32	-	-	PUNCT
aiti-10926	248	33	art	art	NOUN
aiti-10926	248	34	survey	survey	NOUN
aiti-10926	248	35	,	,	PUNCT
aiti-10926	248	36	”	"	PUNCT
aiti-10926	248	37	artificial	artificial	ADJ
aiti-10926	248	38	intelligence	intelligence	NOUN
aiti-10926	248	39	in	in	ADP
aiti-10926	248	40	the	the	DET
aiti-10926	248	41	life	life	NOUN
aiti-10926	248	42	sciences	science	NOUN
aiti-10926	248	43	,	,	PUNCT
aiti-10926	248	44	vol	vol	NOUN
aiti-10926	248	45	.	.	PROPN
aiti-10926	248	46	1	1	NUM
aiti-10926	248	47	,	,	PUNCT
aiti-10926	248	48	article	article	NOUN
aiti-10926	248	49	no	no	NOUN
aiti-10926	248	50	.	.	PUNCT
aiti-10926	248	51	100010	100010	NUM
aiti-10926	248	52	,	,	PUNCT
aiti-10926	248	53	december	december	PROPN
aiti-10926	248	54	2021	2021	NUM
aiti-10926	248	55	.	.	PUNCT
aiti-10926	249	1	[	[	X
aiti-10926	249	2	10	10	NUM
aiti-10926	249	3	]	]	X
aiti-10926	249	4	h.	h.	PROPN
aiti-10926	249	5	pallathadka	pallathadka	PROPN
aiti-10926	249	6	,	,	PUNCT
aiti-10926	249	7	m.	m.	PROPN
aiti-10926	249	8	mustafa	mustafa	PROPN
aiti-10926	249	9	,	,	PUNCT
aiti-10926	249	10	d.	d.	PROPN
aiti-10926	249	11	t.	t.	PROPN
aiti-10926	249	12	sanchez	sanchez	PROPN
aiti-10926	249	13	,	,	PUNCT
aiti-10926	249	14	g.	g.	PROPN
aiti-10926	249	15	s.	s.	PROPN
aiti-10926	249	16	sajja	sajja	PROPN
aiti-10926	249	17	,	,	PUNCT
aiti-10926	249	18	s.	s.	PROPN
aiti-10926	249	19	gour	gour	PROPN
aiti-10926	249	20	,	,	PUNCT
aiti-10926	249	21	and	and	CCONJ
aiti-10926	249	22	m.	m.	NOUN
aiti-10926	249	23	naved	naved	ADJ
aiti-10926	249	24	,	,	PUNCT
aiti-10926	249	25	“	"	PUNCT
aiti-10926	249	26	impact	impact	NOUN
aiti-10926	249	27	of	of	ADP
aiti-10926	249	28	machine	machine	NOUN
aiti-10926	249	29	learning	learn	VERB
aiti-10926	249	30	on	on	ADP
aiti-10926	249	31	management	management	NOUN
aiti-10926	249	32	,	,	PUNCT
aiti-10926	249	33	healthcare	healthcare	NOUN
aiti-10926	249	34	and	and	CCONJ
aiti-10926	249	35	agriculture	agriculture	NOUN
aiti-10926	249	36	,	,	PUNCT
aiti-10926	249	37	”	"	PUNCT
aiti-10926	249	38	materials	material	NOUN
aiti-10926	249	39	today	today	NOUN
aiti-10926	249	40	:	:	PUNCT
aiti-10926	250	1	proceedings	proceeding	NOUN
aiti-10926	250	2	,	,	PUNCT
aiti-10926	250	3	in	in	ADP
aiti-10926	250	4	press	press	NOUN
aiti-10926	250	5	.	.	PUNCT
aiti-10926	251	1	https://doi.org/10.1016/j.matpr.2021.07.042	https://doi.org/10.1016/j.matpr.2021.07.042	PRON
aiti-10926	251	2	[	[	X
aiti-10926	251	3	11	11	NUM
aiti-10926	251	4	]	]	PUNCT
aiti-10926	251	5	k.	k.	PROPN
aiti-10926	251	6	l.	l.	PROPN
aiti-10926	251	7	m.	m.	PROPN
aiti-10926	251	8	ang	ang	PROPN
aiti-10926	251	9	and	and	CCONJ
aiti-10926	252	1	j.	j.	PROPN
aiti-10926	252	2	k.	k.	PROPN
aiti-10926	253	1	p.	p.	PROPN
aiti-10926	253	2	seng	seng	PROPN
aiti-10926	253	3	,	,	PUNCT
aiti-10926	253	4	“	"	PUNCT
aiti-10926	253	5	big	big	ADJ
aiti-10926	253	6	data	datum	NOUN
aiti-10926	253	7	and	and	CCONJ
aiti-10926	253	8	machine	machine	NOUN
aiti-10926	253	9	learning	learn	VERB
aiti-10926	253	10	with	with	ADP
aiti-10926	253	11	hyperspectral	hyperspectral	ADJ
aiti-10926	253	12	information	information	NOUN
aiti-10926	253	13	in	in	ADP
aiti-10926	253	14	agriculture	agriculture	NOUN
aiti-10926	253	15	,	,	PUNCT
aiti-10926	253	16	”	"	PUNCT
aiti-10926	253	17	ieee	ieee	NOUN
aiti-10926	253	18	access	access	NOUN
aiti-10926	253	19	,	,	PUNCT
aiti-10926	253	20	vol	vol	NOUN
aiti-10926	253	21	.	.	NOUN
aiti-10926	254	1	9	9	NUM
aiti-10926	254	2	,	,	PUNCT
aiti-10926	254	3	pp	pp	ADJ
aiti-10926	254	4	.	.	PUNCT
aiti-10926	255	1	36699	36699	NUM
aiti-10926	255	2	-	-	SYM
aiti-10926	255	3	36718	36718	NUM
aiti-10926	255	4	,	,	PUNCT
aiti-10926	255	5	2021	2021	NUM
aiti-10926	255	6	.	.	PUNCT
aiti-10926	256	1	[	[	X
aiti-10926	256	2	12	12	NUM
aiti-10926	256	3	]	]	X
aiti-10926	256	4	s.	s.	PROPN
aiti-10926	256	5	rasti	rasti	PROPN
aiti-10926	256	6	,	,	PUNCT
aiti-10926	256	7	c.	c.	PROPN
aiti-10926	256	8	j.	j.	PROPN
aiti-10926	256	9	bleakley	bleakley	PROPN
aiti-10926	256	10	,	,	PUNCT
aiti-10926	256	11	n.	n.	PROPN
aiti-10926	256	12	m.	m.	PROPN
aiti-10926	256	13	holden	holden	PROPN
aiti-10926	256	14	,	,	PUNCT
aiti-10926	256	15	r.	r.	PROPN
aiti-10926	256	16	whetton	whetton	PROPN
aiti-10926	256	17	,	,	PUNCT
aiti-10926	256	18	d.	d.	PROPN
aiti-10926	256	19	langton	langton	PROPN
aiti-10926	256	20	,	,	PUNCT
aiti-10926	256	21	and	and	CCONJ
aiti-10926	256	22	g.	g.	PROPN
aiti-10926	256	23	o.	o.	PROPN
aiti-10926	256	24	hare	hare	PROPN
aiti-10926	256	25	,	,	PUNCT
aiti-10926	256	26	“	"	PUNCT
aiti-10926	256	27	a	a	DET
aiti-10926	256	28	survey	survey	NOUN
aiti-10926	256	29	of	of	ADP
aiti-10926	256	30	high	high	ADJ
aiti-10926	256	31	resolution	resolution	NOUN
aiti-10926	256	32	image	image	NOUN
aiti-10926	256	33	processing	processing	NOUN
aiti-10926	256	34	techniques	technique	NOUN
aiti-10926	256	35	for	for	ADP
aiti-10926	256	36	cereal	cereal	NOUN
aiti-10926	256	37	crop	crop	NOUN
aiti-10926	256	38	growth	growth	NOUN
aiti-10926	256	39	monitoring	monitoring	NOUN
aiti-10926	256	40	,	,	PUNCT
aiti-10926	256	41	”	"	PUNCT
aiti-10926	256	42	information	information	NOUN
aiti-10926	256	43	processing	processing	NOUN
aiti-10926	256	44	in	in	ADP
aiti-10926	256	45	agriculture	agriculture	NOUN
aiti-10926	256	46	,	,	PUNCT
aiti-10926	256	47	vol	vol	NOUN
aiti-10926	256	48	.	.	PROPN
aiti-10926	256	49	9	9	NUM
aiti-10926	256	50	,	,	PUNCT
aiti-10926	256	51	no	no	INTJ
aiti-10926	256	52	.	.	NOUN
aiti-10926	256	53	2	2	NUM
aiti-10926	256	54	,	,	PUNCT
aiti-10926	256	55	pp	pp	ADJ
aiti-10926	256	56	.	.	PUNCT
aiti-10926	257	1	300	300	NUM
aiti-10926	257	2	-	-	SYM
aiti-10926	257	3	315	315	NUM
aiti-10926	257	4	,	,	PUNCT
aiti-10926	257	5	june	june	PROPN
aiti-10926	257	6	2022	2022	NUM
aiti-10926	257	7	.	.	PUNCT
aiti-10926	258	1	[	[	X
aiti-10926	258	2	13	13	NUM
aiti-10926	258	3	]	]	X
aiti-10926	258	4	g.	g.	PROPN
aiti-10926	258	5	sharmila	sharmila	PROPN
aiti-10926	258	6	and	and	CCONJ
aiti-10926	258	7	k.	k.	PROPN
aiti-10926	258	8	rajamohan	rajamohan	PROPN
aiti-10926	258	9	,	,	PUNCT
aiti-10926	258	10	“	"	PUNCT
aiti-10926	258	11	a	a	DET
aiti-10926	258	12	systematic	systematic	ADJ
aiti-10926	258	13	literature	literature	NOUN
aiti-10926	258	14	review	review	NOUN
aiti-10926	258	15	on	on	ADP
aiti-10926	258	16	image	image	NOUN
aiti-10926	258	17	preprocessing	preprocessing	NOUN
aiti-10926	258	18	and	and	CCONJ
aiti-10926	258	19	feature	feature	NOUN
aiti-10926	258	20	extraction	extraction	NOUN
aiti-10926	258	21	techniques	technique	NOUN
aiti-10926	258	22	in	in	ADP
aiti-10926	258	23	precision	precision	NOUN
aiti-10926	258	24	agriculture	agriculture	NOUN
aiti-10926	258	25	,	,	PUNCT
aiti-10926	258	26	”	"	PUNCT
aiti-10926	258	27	congress	congress	PROPN
aiti-10926	258	28	on	on	ADP
aiti-10926	258	29	intelligent	intelligent	ADJ
aiti-10926	258	30	systems	system	NOUN
aiti-10926	258	31	,	,	PUNCT
aiti-10926	258	32	vol	vol	NOUN
aiti-10926	258	33	.	.	PROPN
aiti-10926	258	34	114	114	NUM
aiti-10926	258	35	,	,	PUNCT
aiti-10926	258	36	pp	pp	ADJ
aiti-10926	258	37	.	.	PUNCT
aiti-10926	259	1	333	333	NUM
aiti-10926	259	2	-	-	SYM
aiti-10926	259	3	354	354	NUM
aiti-10926	259	4	,	,	PUNCT
aiti-10926	259	5	july	july	PROPN
aiti-10926	259	6	2022	2022	NUM
aiti-10926	259	7	.	.	PUNCT
aiti-10926	260	1	[	[	X
aiti-10926	260	2	14	14	NUM
aiti-10926	260	3	]	]	X
aiti-10926	260	4	d.	d.	PROPN
aiti-10926	260	5	chakraborty	chakraborty	PROPN
aiti-10926	260	6	and	and	CCONJ
aiti-10926	260	7	i.	i.	PROPN
aiti-10926	260	8	ghosh	ghosh	PROPN
aiti-10926	260	9	,	,	PUNCT
aiti-10926	260	10	“	"	PUNCT
aiti-10926	260	11	image	image	NOUN
aiti-10926	260	12	processing	processing	NOUN
aiti-10926	260	13	techniques	technique	NOUN
aiti-10926	260	14	in	in	ADP
aiti-10926	260	15	plant	plant	NOUN
aiti-10926	260	16	disease	disease	NOUN
aiti-10926	260	17	diagnosis	diagnosis	NOUN
aiti-10926	260	18	:	:	PUNCT
aiti-10926	260	19	application	application	NOUN
aiti-10926	260	20	trend	trend	NOUN
aiti-10926	260	21	in	in	ADP
aiti-10926	260	22	agriculture	agriculture	NOUN
aiti-10926	260	23	,	,	PUNCT
aiti-10926	260	24	”	"	PUNCT
aiti-10926	260	25	information	information	NOUN
aiti-10926	260	26	and	and	CCONJ
aiti-10926	260	27	communication	communication	NOUN
aiti-10926	260	28	technology	technology	NOUN
aiti-10926	260	29	for	for	ADP
aiti-10926	260	30	competitive	competitive	ADJ
aiti-10926	260	31	strategies	strategy	NOUN
aiti-10926	260	32	(	(	PUNCT
aiti-10926	260	33	ictcs	ictcs	NOUN
aiti-10926	260	34	2021	2021	NUM
aiti-10926	260	35	)	)	PUNCT
aiti-10926	260	36	,	,	PUNCT
aiti-10926	260	37	vol	vol	NOUN
aiti-10926	260	38	.	.	PROPN
aiti-10926	260	39	400	400	NUM
aiti-10926	260	40	,	,	PUNCT
aiti-10926	260	41	pp	pp	ADJ
aiti-10926	260	42	.	.	PUNCT
aiti-10926	261	1	691705	691705	NUM
aiti-10926	261	2	,	,	PUNCT
aiti-10926	261	3	june	june	PROPN
aiti-10926	261	4	2022	2022	NUM
aiti-10926	261	5	.	.	PUNCT
aiti-10926	262	1	[	[	X
aiti-10926	262	2	15	15	NUM
aiti-10926	262	3	]	]	PUNCT
aiti-10926	262	4	z.	z.	PROPN
aiti-10926	262	5	yang	yang	PROPN
aiti-10926	262	6	,	,	PUNCT
aiti-10926	262	7	j.	j.	PROPN
aiti-10926	262	8	h.	h.	PROPN
aiti-10926	262	9	lai	lai	PROPN
aiti-10926	262	10	,	,	PUNCT
aiti-10926	262	11	j.	j.	PROPN
aiti-10926	262	12	zhou	zhou	PROPN
aiti-10926	262	13	,	,	PUNCT
aiti-10926	262	14	h.	h.	PROPN
aiti-10926	262	15	zhou	zhou	PROPN
aiti-10926	262	16	,	,	PUNCT
aiti-10926	262	17	c.	c.	PROPN
aiti-10926	262	18	du	du	PROPN
aiti-10926	262	19	,	,	PUNCT
aiti-10926	262	20	and	and	CCONJ
aiti-10926	262	21	z.	z.	PROPN
aiti-10926	262	22	lai	lai	PROPN
aiti-10926	262	23	,	,	PUNCT
aiti-10926	262	24	“	"	PUNCT
aiti-10926	262	25	agriculture	agriculture	NOUN
aiti-10926	262	26	-	-	PUNCT
aiti-10926	262	27	vision	vision	NOUN
aiti-10926	262	28	challenge	challenge	NOUN
aiti-10926	262	29	2022	2022	NUM
aiti-10926	262	30	–	–	PUNCT
aiti-10926	262	31	the	the	DET
aiti-10926	262	32	runner	runner	NOUN
aiti-10926	262	33	-	-	PUNCT
aiti-10926	262	34	up	up	ADP
aiti-10926	262	35	solution	solution	NOUN
aiti-10926	262	36	for	for	ADP
aiti-10926	262	37	agricultural	agricultural	ADJ
aiti-10926	262	38	pattern	pattern	NOUN
aiti-10926	262	39	recognition	recognition	NOUN
aiti-10926	262	40	via	via	ADP
aiti-10926	262	41	transformer	transformer	NOUN
aiti-10926	262	42	-	-	PUNCT
aiti-10926	262	43	based	base	VERB
aiti-10926	262	44	models	model	NOUN
aiti-10926	262	45	,	,	PUNCT
aiti-10926	262	46	”	"	PUNCT
aiti-10926	262	47	arxiv	arxiv	PROPN
aiti-10926	262	48	preprint	preprint	NOUN
aiti-10926	262	49	arxiv:2206.11920	arxiv:2206.11920	NOUN
aiti-10926	262	50	,	,	PUNCT
aiti-10926	262	51	2022	2022	NUM
aiti-10926	262	52	.	.	PUNCT
aiti-10926	263	1	https://doi.org/10.48550/arxiv.2206.11920	https://doi.org/10.48550/arxiv.2206.11920	NUM
aiti-10926	264	1	[	[	X
aiti-10926	264	2	16	16	NUM
aiti-10926	264	3	]	]	PUNCT
aiti-10926	264	4	j.	j.	PROPN
aiti-10926	264	5	bao	bao	PROPN
aiti-10926	264	6	and	and	CCONJ
aiti-10926	264	7	q.	q.	PROPN
aiti-10926	264	8	xie	xie	PROPN
aiti-10926	264	9	,	,	PUNCT
aiti-10926	264	10	“	"	PUNCT
aiti-10926	264	11	artificial	artificial	ADJ
aiti-10926	264	12	intelligence	intelligence	NOUN
aiti-10926	264	13	in	in	ADP
aiti-10926	264	14	animal	animal	NOUN
aiti-10926	264	15	farming	farming	NOUN
aiti-10926	264	16	:	:	PUNCT
aiti-10926	264	17	a	a	DET
aiti-10926	264	18	systematic	systematic	ADJ
aiti-10926	264	19	literature	literature	NOUN
aiti-10926	264	20	review	review	NOUN
aiti-10926	264	21	,	,	PUNCT
aiti-10926	264	22	”	"	PUNCT
aiti-10926	264	23	journal	journal	NOUN
aiti-10926	264	24	of	of	ADP
aiti-10926	264	25	cleaner	clean	ADJ
aiti-10926	264	26	production	production	NOUN
aiti-10926	264	27	,	,	PUNCT
aiti-10926	264	28	vol	vol	NOUN
aiti-10926	264	29	.	.	PROPN
aiti-10926	264	30	331	331	NUM
aiti-10926	264	31	,	,	PUNCT
aiti-10926	264	32	article	article	NOUN
aiti-10926	264	33	no	no	NOUN
aiti-10926	264	34	.	.	PROPN
aiti-10926	264	35	129956	129956	NUM
aiti-10926	264	36	,	,	PUNCT
aiti-10926	264	37	january	january	PROPN
aiti-10926	264	38	2022	2022	NUM
aiti-10926	264	39	.	.	PUNCT
aiti-10926	265	1	[	[	X
aiti-10926	265	2	17	17	NUM
aiti-10926	265	3	]	]	PUNCT
aiti-10926	265	4	s.	s.	PROPN
aiti-10926	265	5	d.	d.	PROPN
aiti-10926	265	6	alwis	alwis	PROPN
aiti-10926	265	7	,	,	PUNCT
aiti-10926	265	8	z.	z.	PROPN
aiti-10926	265	9	hou	hou	PROPN
aiti-10926	265	10	,	,	PUNCT
aiti-10926	265	11	y.	y.	PROPN
aiti-10926	265	12	zhang	zhang	PROPN
aiti-10926	265	13	,	,	PUNCT
aiti-10926	265	14	m.	m.	PROPN
aiti-10926	265	15	h.	h.	PROPN
aiti-10926	266	1	na	na	PROPN
aiti-10926	266	2	,	,	PUNCT
aiti-10926	266	3	b.	b.	PROPN
aiti-10926	266	4	ofoghi	ofoghi	PROPN
aiti-10926	266	5	,	,	PUNCT
aiti-10926	266	6	and	and	CCONJ
aiti-10926	266	7	a.	a.	NOUN
aiti-10926	266	8	sajjanhar	sajjanhar	NOUN
aiti-10926	266	9	,	,	PUNCT
aiti-10926	266	10	“	"	PUNCT
aiti-10926	266	11	a	a	DET
aiti-10926	266	12	survey	survey	NOUN
aiti-10926	266	13	on	on	ADP
aiti-10926	266	14	smart	smart	ADJ
aiti-10926	266	15	farming	farming	NOUN
aiti-10926	266	16	data	datum	NOUN
aiti-10926	266	17	,	,	PUNCT
aiti-10926	266	18	applications	application	NOUN
aiti-10926	266	19	and	and	CCONJ
aiti-10926	266	20	techniques	technique	NOUN
aiti-10926	266	21	,	,	PUNCT
aiti-10926	266	22	”	"	PUNCT
aiti-10926	266	23	computers	computer	NOUN
aiti-10926	266	24	in	in	ADP
aiti-10926	266	25	industry	industry	NOUN
aiti-10926	266	26	,	,	PUNCT
aiti-10926	266	27	vol	vol	NOUN
aiti-10926	266	28	.	.	PROPN
aiti-10926	266	29	138	138	NUM
aiti-10926	266	30	,	,	PUNCT
aiti-10926	266	31	article	article	NOUN
aiti-10926	266	32	no	no	NOUN
aiti-10926	266	33	.	.	PROPN
aiti-10926	266	34	103624	103624	NUM
aiti-10926	266	35	,	,	PUNCT
aiti-10926	266	36	june	june	PROPN
aiti-10926	266	37	2022	2022	NUM
aiti-10926	266	38	.	.	PUNCT
aiti-10926	267	1	[	[	X
aiti-10926	267	2	18	18	NUM
aiti-10926	267	3	]	]	X
aiti-10926	267	4	n.	n.	PROPN
aiti-10926	267	5	kleanthous	kleanthous	PROPN
aiti-10926	267	6	,	,	PUNCT
aiti-10926	267	7	a.	a.	PROPN
aiti-10926	267	8	j.	j.	PROPN
aiti-10926	267	9	hussain	hussain	PROPN
aiti-10926	267	10	,	,	PUNCT
aiti-10926	267	11	w.	w.	PROPN
aiti-10926	267	12	khan	khan	PROPN
aiti-10926	267	13	,	,	PUNCT
aiti-10926	267	14	j.	j.	PROPN
aiti-10926	267	15	sneddon	sneddon	PROPN
aiti-10926	267	16	,	,	PUNCT
aiti-10926	267	17	a.	a.	PROPN
aiti-10926	267	18	a.	a.	NOUN
aiti-10926	267	19	shamma’a	shamma’a	PROPN
aiti-10926	267	20	,	,	PUNCT
aiti-10926	267	21	and	and	CCONJ
aiti-10926	267	22	p.	p.	NOUN
aiti-10926	267	23	liatsis	liatsis	NOUN
aiti-10926	267	24	,	,	PUNCT
aiti-10926	267	25	“	"	PUNCT
aiti-10926	267	26	a	a	DET
aiti-10926	267	27	survey	survey	NOUN
aiti-10926	267	28	of	of	ADP
aiti-10926	267	29	machine	machine	NOUN
aiti-10926	267	30	learning	learn	VERB
aiti-10926	267	31	approaches	approach	NOUN
aiti-10926	267	32	in	in	ADP
aiti-10926	267	33	animal	animal	NOUN
aiti-10926	267	34	behaviour	behaviour	NOUN
aiti-10926	267	35	,	,	PUNCT
aiti-10926	267	36	”	"	PUNCT
aiti-10926	267	37	neurocomputing	neurocomputing	NOUN
aiti-10926	267	38	,	,	PUNCT
aiti-10926	267	39	vol	vol	NOUN
aiti-10926	267	40	.	.	PROPN
aiti-10926	267	41	491	491	NUM
aiti-10926	267	42	,	,	PUNCT
aiti-10926	267	43	pp	pp	ADJ
aiti-10926	267	44	.	.	PUNCT
aiti-10926	268	1	442	442	NUM
aiti-10926	268	2	-	-	SYM
aiti-10926	268	3	463	463	NUM
aiti-10926	268	4	,	,	PUNCT
aiti-10926	268	5	june	june	PROPN
aiti-10926	268	6	2022	2022	NUM
aiti-10926	268	7	.	.	PUNCT
aiti-10926	269	1	[	[	X
aiti-10926	269	2	19	19	NUM
aiti-10926	269	3	]	]	PUNCT
aiti-10926	269	4	s.	s.	PROPN
aiti-10926	269	5	zhang	zhang	PROPN
aiti-10926	269	6	,	,	PUNCT
aiti-10926	269	7	q.	q.	PROPN
aiti-10926	269	8	xu	xu	PROPN
aiti-10926	269	9	,	,	PUNCT
aiti-10926	269	10	s.	s.	PROPN
aiti-10926	269	11	sen	sen	PROPN
aiti-10926	269	12	,	,	PUNCT
aiti-10926	269	13	and	and	CCONJ
aiti-10926	269	14	n.	n.	PROPN
aiti-10926	269	15	alshurafa	alshurafa	PROPN
aiti-10926	269	16	,	,	PUNCT
aiti-10926	269	17	“	"	PUNCT
aiti-10926	269	18	vibroscale	vibroscale	NOUN
aiti-10926	269	19	:	:	PUNCT
aiti-10926	269	20	turning	turn	VERB
aiti-10926	269	21	your	your	PRON
aiti-10926	269	22	smartphone	smartphone	NOUN
aiti-10926	269	23	into	into	ADP
aiti-10926	269	24	a	a	DET
aiti-10926	269	25	weighing	weighing	NOUN
aiti-10926	269	26	scale	scale	NOUN
aiti-10926	269	27	,	,	PUNCT
aiti-10926	269	28	”	"	PUNCT
aiti-10926	269	29	adjunct	adjunct	ADJ
aiti-10926	269	30	proceedings	proceeding	NOUN
aiti-10926	269	31	of	of	ADP
aiti-10926	269	32	the	the	DET
aiti-10926	269	33	2020	2020	NUM
aiti-10926	269	34	acm	acm	PROPN
aiti-10926	269	35	international	international	ADJ
aiti-10926	269	36	joint	joint	ADJ
aiti-10926	269	37	conference	conference	NOUN
aiti-10926	269	38	on	on	ADP
aiti-10926	269	39	pervasive	pervasive	ADJ
aiti-10926	269	40	and	and	CCONJ
aiti-10926	269	41	ubiquitous	ubiquitous	ADJ
aiti-10926	269	42	computing	computing	NOUN
aiti-10926	269	43	and	and	CCONJ
aiti-10926	269	44	proceedings	proceeding	NOUN
aiti-10926	269	45	of	of	ADP
aiti-10926	269	46	the	the	DET
aiti-10926	269	47	2020	2020	NUM
aiti-10926	269	48	acm	acm	PROPN
aiti-10926	269	49	international	international	ADJ
aiti-10926	269	50	symposium	symposium	NOUN
aiti-10926	269	51	on	on	ADP
aiti-10926	269	52	wearable	wearable	ADJ
aiti-10926	269	53	computers	computer	NOUN
aiti-10926	269	54	,	,	PUNCT
aiti-10926	269	55	pp	pp	ADP
aiti-10926	269	56	.	.	PUNCT
aiti-10926	270	1	176	176	NUM
aiti-10926	270	2	-	-	SYM
aiti-10926	270	3	179	179	NUM
aiti-10926	270	4	,	,	PUNCT
aiti-10926	270	5	september	september	PROPN
aiti-10926	270	6	2020	2020	NUM
aiti-10926	270	7	.	.	PUNCT
aiti-10926	271	1	[	[	X
aiti-10926	271	2	20	20	NUM
aiti-10926	271	3	]	]	PUNCT
aiti-10926	271	4	e.	e.	PROPN
aiti-10926	271	5	a.	a.	PROPN
aiti-10926	271	6	a.	a.	PROPN
aiti-10926	271	7	hippocrate	hippocrate	PROPN
aiti-10926	271	8	,	,	PUNCT
aiti-10926	271	9	h.	h.	PROPN
aiti-10926	271	10	suwa	suwa	PROPN
aiti-10926	271	11	,	,	PUNCT
aiti-10926	271	12	y.	y.	PROPN
aiti-10926	271	13	arakawa	arakawa	PROPN
aiti-10926	271	14	,	,	PUNCT
aiti-10926	271	15	and	and	CCONJ
aiti-10926	271	16	k.	k.	PROPN
aiti-10926	271	17	yasumoto	yasumoto	PROPN
aiti-10926	271	18	,	,	PUNCT
aiti-10926	271	19	“	"	PUNCT
aiti-10926	271	20	food	food	NOUN
aiti-10926	271	21	weight	weight	NOUN
aiti-10926	271	22	estimation	estimation	NOUN
aiti-10926	271	23	using	use	VERB
aiti-10926	271	24	smartphone	smartphone	NOUN
aiti-10926	271	25	and	and	CCONJ
aiti-10926	271	26	cutlery	cutlery	NOUN
aiti-10926	271	27	,	,	PUNCT
aiti-10926	271	28	”	"	PUNCT
aiti-10926	271	29	proceedings	proceeding	NOUN
aiti-10926	271	30	of	of	ADP
aiti-10926	271	31	the	the	DET
aiti-10926	271	32	first	first	ADJ
aiti-10926	271	33	workshop	workshop	NOUN
aiti-10926	271	34	on	on	ADP
aiti-10926	271	35	iot	iot	VERB
aiti-10926	271	36	-	-	PUNCT
aiti-10926	271	37	enabled	enable	VERB
aiti-10926	271	38	healthcare	healthcare	NOUN
aiti-10926	271	39	and	and	CCONJ
aiti-10926	271	40	wellness	wellness	NOUN
aiti-10926	271	41	technologies	technology	NOUN
aiti-10926	271	42	and	and	CCONJ
aiti-10926	271	43	systems	system	NOUN
aiti-10926	271	44	,	,	PUNCT
aiti-10926	271	45	pp	pp	ADJ
aiti-10926	271	46	.	.	PUNCT
aiti-10926	271	47	914	914	NUM
aiti-10926	271	48	,	,	PUNCT
aiti-10926	271	49	june	june	PROPN
aiti-10926	271	50	2016	2016	NUM
aiti-10926	271	51	.	.	PUNCT
aiti-10926	272	1	[	[	X
aiti-10926	272	2	21	21	NUM
aiti-10926	272	3	]	]	X
aiti-10926	272	4	s.	s.	PROPN
aiti-10926	272	5	kirushnath	kirushnath	PROPN
aiti-10926	272	6	and	and	CCONJ
aiti-10926	272	7	b.	b.	PROPN
aiti-10926	272	8	kabaso	kabaso	PROPN
aiti-10926	272	9	,	,	PUNCT
aiti-10926	272	10	“	"	PUNCT
aiti-10926	272	11	weigh	weigh	NOUN
aiti-10926	272	12	-	-	PUNCT
aiti-10926	272	13	in	in	ADP
aiti-10926	272	14	-	-	PUNCT
aiti-10926	272	15	motion	motion	NOUN
aiti-10926	272	16	using	use	VERB
aiti-10926	272	17	machine	machine	NOUN
aiti-10926	272	18	learning	learning	NOUN
aiti-10926	272	19	and	and	CCONJ
aiti-10926	272	20	telematics	telematic	NOUN
aiti-10926	272	21	,	,	PUNCT
aiti-10926	272	22	”	"	PUNCT
aiti-10926	272	23	2018	2018	NUM
aiti-10926	272	24	2nd	2nd	ADJ
aiti-10926	272	25	international	international	ADJ
aiti-10926	272	26	conference	conference	NOUN
aiti-10926	272	27	on	on	ADP
aiti-10926	272	28	telematics	telematic	NOUN
aiti-10926	272	29	and	and	CCONJ
aiti-10926	272	30	future	future	ADJ
aiti-10926	272	31	generation	generation	NOUN
aiti-10926	272	32	networks	network	NOUN
aiti-10926	272	33	(	(	PUNCT
aiti-10926	272	34	tafgen	tafgen	NOUN
aiti-10926	272	35	)	)	PUNCT
aiti-10926	272	36	,	,	PUNCT
aiti-10926	272	37	pp	pp	PROPN
aiti-10926	272	38	.	.	PUNCT
aiti-10926	273	1	115	115	NUM
aiti-10926	273	2	-	-	SYM
aiti-10926	273	3	120	120	NUM
aiti-10926	273	4	,	,	PUNCT
aiti-10926	273	5	july	july	PROPN
aiti-10926	273	6	2018	2018	NUM
aiti-10926	273	7	.	.	PUNCT
aiti-10926	274	1	[	[	X
aiti-10926	274	2	22	22	NUM
aiti-10926	274	3	]	]	X
aiti-10926	274	4	i.	i.	PROPN
aiti-10926	274	5	nyalala	nyalala	PROPN
aiti-10926	274	6	,	,	PUNCT
aiti-10926	274	7	c.	c.	PROPN
aiti-10926	274	8	okinda	okinda	PROPN
aiti-10926	274	9	,	,	PUNCT
aiti-10926	274	10	c.	c.	PROPN
aiti-10926	274	11	kunjie	kunjie	PROPN
aiti-10926	274	12	,	,	PUNCT
aiti-10926	274	13	t.	t.	PROPN
aiti-10926	274	14	korohou	korohou	PROPN
aiti-10926	274	15	,	,	PUNCT
aiti-10926	274	16	l.	l.	PROPN
aiti-10926	274	17	nyalala	nyalala	PROPN
aiti-10926	274	18	,	,	PUNCT
aiti-10926	274	19	and	and	CCONJ
aiti-10926	274	20	q.	q.	PROPN
aiti-10926	274	21	chao	chao	PROPN
aiti-10926	274	22	,	,	PUNCT
aiti-10926	274	23	“	"	PUNCT
aiti-10926	274	24	weight	weight	NOUN
aiti-10926	274	25	and	and	CCONJ
aiti-10926	274	26	volume	volume	NOUN
aiti-10926	274	27	estimation	estimation	NOUN
aiti-10926	274	28	of	of	ADP
aiti-10926	274	29	poultry	poultry	NOUN
aiti-10926	274	30	and	and	CCONJ
aiti-10926	274	31	products	product	NOUN
aiti-10926	274	32	based	base	VERB
aiti-10926	274	33	on	on	ADP
aiti-10926	274	34	computer	computer	NOUN
aiti-10926	274	35	vision	vision	NOUN
aiti-10926	274	36	systems	system	NOUN
aiti-10926	274	37	:	:	PUNCT
aiti-10926	274	38	a	a	DET
aiti-10926	274	39	review	review	NOUN
aiti-10926	274	40	,	,	PUNCT
aiti-10926	274	41	”	"	PUNCT
aiti-10926	274	42	poultry	poultry	NOUN
aiti-10926	274	43	science	science	NOUN
aiti-10926	274	44	,	,	PUNCT
aiti-10926	274	45	vol	vol	NOUN
aiti-10926	274	46	.	.	PROPN
aiti-10926	274	47	100	100	NUM
aiti-10926	274	48	,	,	PUNCT
aiti-10926	274	49	no	no	INTJ
aiti-10926	274	50	.	.	NOUN
aiti-10926	274	51	5	5	NUM
aiti-10926	274	52	,	,	PUNCT
aiti-10926	274	53	article	article	NOUN
aiti-10926	274	54	no	no	NOUN
aiti-10926	274	55	.	.	NOUN
aiti-10926	274	56	101072	101072	NUM
aiti-10926	274	57	,	,	PUNCT
aiti-10926	274	58	may	may	AUX
aiti-10926	274	59	2021	2021	NUM
aiti-10926	274	60	.	.	PUNCT
aiti-10926	275	1	[	[	X
aiti-10926	275	2	23	23	NUM
aiti-10926	275	3	]	]	X
aiti-10926	275	4	i.	i.	PROPN
aiti-10926	275	5	nyalala	nyalala	PROPN
aiti-10926	275	6	,	,	PUNCT
aiti-10926	275	7	c.	c.	PROPN
aiti-10926	275	8	okinda	okinda	PROPN
aiti-10926	275	9	,	,	PUNCT
aiti-10926	275	10	q.	q.	PROPN
aiti-10926	275	11	chao	chao	PROPN
aiti-10926	275	12	,	,	PUNCT
aiti-10926	275	13	p.	p.	PROPN
aiti-10926	275	14	mecha	mecha	NOUN
aiti-10926	275	15	,	,	PUNCT
aiti-10926	275	16	t.	t.	PROPN
aiti-10926	275	17	korohou	korohou	PROPN
aiti-10926	275	18	,	,	PUNCT
aiti-10926	275	19	z.	z.	PROPN
aiti-10926	275	20	yi	yi	PROPN
aiti-10926	275	21	,	,	PUNCT
aiti-10926	275	22	et	et	PROPN
aiti-10926	275	23	al	al	PROPN
aiti-10926	275	24	.	.	PROPN
aiti-10926	275	25	,	,	PUNCT
aiti-10926	275	26	“	"	PUNCT
aiti-10926	275	27	weight	weight	NOUN
aiti-10926	275	28	and	and	CCONJ
aiti-10926	275	29	volume	volume	NOUN
aiti-10926	275	30	estimation	estimation	NOUN
aiti-10926	275	31	of	of	ADP
aiti-10926	275	32	single	single	ADJ
aiti-10926	275	33	and	and	CCONJ
aiti-10926	275	34	occluded	occluded	ADJ
aiti-10926	275	35	tomatoes	tomato	NOUN
aiti-10926	275	36	using	use	VERB
aiti-10926	275	37	machine	machine	NOUN
aiti-10926	275	38	vision	vision	NOUN
aiti-10926	275	39	,	,	PUNCT
aiti-10926	275	40	”	"	PUNCT
aiti-10926	275	41	international	international	ADJ
aiti-10926	275	42	journal	journal	NOUN
aiti-10926	275	43	of	of	ADP
aiti-10926	275	44	food	food	NOUN
aiti-10926	275	45	properties	property	NOUN
aiti-10926	275	46	,	,	PUNCT
aiti-10926	275	47	vol	vol	NOUN
aiti-10926	275	48	.	.	PROPN
aiti-10926	275	49	24	24	NUM
aiti-10926	275	50	,	,	PUNCT
aiti-10926	275	51	no	no	INTJ
aiti-10926	275	52	.	.	NOUN
aiti-10926	275	53	1	1	NUM
aiti-10926	275	54	,	,	PUNCT
aiti-10926	275	55	pp	pp	ADJ
aiti-10926	275	56	.	.	PUNCT
aiti-10926	275	57	818	818	NUM
aiti-10926	275	58	-	-	SYM
aiti-10926	275	59	832	832	NUM
aiti-10926	275	60	,	,	PUNCT
aiti-10926	275	61	june	june	PROPN
aiti-10926	275	62	2021	2021	NUM
aiti-10926	275	63	.	.	PUNCT
aiti-10926	276	1	[	[	X
aiti-10926	276	2	24	24	NUM
aiti-10926	276	3	]	]	X
aiti-10926	276	4	r.	r.	NOUN
aiti-10926	276	5	dohmen	dohmen	PROPN
aiti-10926	276	6	,	,	PUNCT
aiti-10926	276	7	c.	c.	PROPN
aiti-10926	276	8	catal	catal	PROPN
aiti-10926	276	9	,	,	PUNCT
aiti-10926	276	10	and	and	CCONJ
aiti-10926	276	11	q.	q.	PROPN
aiti-10926	276	12	liu	liu	PROPN
aiti-10926	276	13	,	,	PUNCT
aiti-10926	276	14	“	"	PUNCT
aiti-10926	276	15	computer	computer	NOUN
aiti-10926	276	16	vision	vision	NOUN
aiti-10926	276	17	-	-	PUNCT
aiti-10926	276	18	based	base	VERB
aiti-10926	276	19	weight	weight	NOUN
aiti-10926	276	20	estimation	estimation	NOUN
aiti-10926	276	21	of	of	ADP
aiti-10926	276	22	livestock	livestock	NOUN
aiti-10926	276	23	:	:	PUNCT
aiti-10926	276	24	a	a	DET
aiti-10926	276	25	systematic	systematic	ADJ
aiti-10926	276	26	literature	literature	NOUN
aiti-10926	276	27	review	review	NOUN
aiti-10926	276	28	,	,	PUNCT
aiti-10926	276	29	”	"	PUNCT
aiti-10926	276	30	new	new	PROPN
aiti-10926	276	31	zealand	zealand	PROPN
aiti-10926	276	32	journal	journal	PROPN
aiti-10926	276	33	of	of	ADP
aiti-10926	276	34	agricultural	agricultural	ADJ
aiti-10926	276	35	research	research	NOUN
aiti-10926	276	36	,	,	PUNCT
aiti-10926	276	37	vol	vol	NOUN
aiti-10926	276	38	.	.	PROPN
aiti-10926	276	39	65	65	NUM
aiti-10926	276	40	,	,	PUNCT
aiti-10926	276	41	no	no	INTJ
aiti-10926	276	42	.	.	NOUN
aiti-10926	276	43	2	2	NUM
aiti-10926	276	44	-	-	SYM
aiti-10926	276	45	3	3	NUM
aiti-10926	276	46	,	,	PUNCT
aiti-10926	276	47	pp	pp	ADJ
aiti-10926	276	48	.	.	PUNCT
aiti-10926	277	1	227	227	NUM
aiti-10926	277	2	-	-	SYM
aiti-10926	277	3	247	247	NUM
aiti-10926	277	4	,	,	PUNCT
aiti-10926	277	5	january	january	NOUN
aiti-10926	277	6	2021	2021	NUM
aiti-10926	277	7	.	.	PUNCT
aiti-10926	278	1	[	[	X
aiti-10926	278	2	25	25	NUM
aiti-10926	278	3	]	]	X
aiti-10926	278	4	g.	g.	PROPN
aiti-10926	278	5	jocher	jocher	PROPN
aiti-10926	278	6	,	,	PUNCT
aiti-10926	278	7	k.	k.	PROPN
aiti-10926	278	8	nishimura	nishimura	PROPN
aiti-10926	278	9	,	,	PUNCT
aiti-10926	278	10	t.	t.	PROPN
aiti-10926	278	11	mineeva	mineeva	PROPN
aiti-10926	278	12	,	,	PUNCT
aiti-10926	278	13	and	and	CCONJ
aiti-10926	278	14	r.	r.	PROPN
aiti-10926	278	15	vilariño	vilariño	PROPN
aiti-10926	278	16	,	,	PUNCT
aiti-10926	278	17	“	"	PUNCT
aiti-10926	278	18	ultralytics	ultralytic	NOUN
aiti-10926	278	19	/	/	SYM
aiti-10926	278	20	yolov5	yolov5	NOUN
aiti-10926	278	21	:	:	PUNCT
aiti-10926	278	22	v3.1	v3.1	ADP
aiti-10926	278	23	bug	bug	NOUN
aiti-10926	278	24	fixes	fix	NOUN
aiti-10926	278	25	and	and	CCONJ
aiti-10926	278	26	performance	performance	NOUN
aiti-10926	278	27	improvements	improvement	NOUN
aiti-10926	278	28	,	,	PUNCT
aiti-10926	278	29	”	"	PUNCT
aiti-10926	278	30	https://doi.org/10.5281/zenodo.4154370	https://doi.org/10.5281/zenodo.4154370	X
aiti-10926	278	31	,	,	PUNCT
aiti-10926	278	32	september	september	PROPN
aiti-10926	278	33	01	01	NUM
aiti-10926	278	34	,	,	PUNCT
aiti-10926	278	35	2022	2022	NUM
aiti-10926	278	36	.	.	PUNCT
aiti-10926	279	1	[	[	X
aiti-10926	279	2	26	26	NUM
aiti-10926	279	3	]	]	X
aiti-10926	279	4	g.	g.	PROPN
aiti-10926	279	5	bradski	bradski	PROPN
aiti-10926	279	6	,	,	PUNCT
aiti-10926	279	7	“	"	PUNCT
aiti-10926	279	8	the	the	DET
aiti-10926	279	9	opencv	opencv	PROPN
aiti-10926	279	10	library	library	NOUN
aiti-10926	279	11	,	,	PUNCT
aiti-10926	279	12	”	"	PUNCT
aiti-10926	279	13	dr	dr	PROPN
aiti-10926	279	14	.	.	PROPN
aiti-10926	279	15	dobb	dobb	PROPN
aiti-10926	279	16	's	's	PART
aiti-10926	279	17	journal	journal	NOUN
aiti-10926	279	18	:	:	PUNCT
aiti-10926	279	19	software	software	NOUN
aiti-10926	279	20	tools	tool	NOUN
aiti-10926	279	21	for	for	ADP
aiti-10926	279	22	the	the	DET
aiti-10926	279	23	professional	professional	ADJ
aiti-10926	279	24	programmer	programmer	NOUN
aiti-10926	279	25	,	,	PUNCT
aiti-10926	279	26	vol	vol	NOUN
aiti-10926	279	27	.	.	PROPN
aiti-10926	279	28	25	25	NUM
aiti-10926	279	29	,	,	PUNCT
aiti-10926	279	30	no	no	INTJ
aiti-10926	279	31	.	.	NOUN
aiti-10926	279	32	11	11	NUM
aiti-10926	279	33	,	,	PUNCT
aiti-10926	279	34	pp	pp	ADJ
aiti-10926	279	35	.	.	PUNCT
aiti-10926	280	1	120	120	NUM
aiti-10926	280	2	-	-	SYM
aiti-10926	280	3	123	123	NUM
aiti-10926	280	4	,	,	PUNCT
aiti-10926	280	5	2020	2020	NUM
aiti-10926	280	6	.	.	PUNCT
aiti-10926	281	1	[	[	X
aiti-10926	281	2	27	27	NUM
aiti-10926	281	3	]	]	X
aiti-10926	281	4	e.	e.	PROPN
aiti-10926	281	5	r.	r.	PROPN
aiti-10926	281	6	dougherty	dougherty	PROPN
aiti-10926	281	7	,	,	PUNCT
aiti-10926	281	8	an	an	DET
aiti-10926	281	9	introduction	introduction	NOUN
aiti-10926	281	10	to	to	ADP
aiti-10926	281	11	morphological	morphological	ADJ
aiti-10926	281	12	image	image	NOUN
aiti-10926	281	13	processing	processing	NOUN
aiti-10926	281	14	,	,	PUNCT
aiti-10926	281	15	washington	washington	PROPN
aiti-10926	281	16	:	:	PUNCT
aiti-10926	281	17	spie	spie	ADJ
aiti-10926	281	18	.	.	PUNCT
aiti-10926	282	1	optical	optical	ADJ
aiti-10926	282	2	engineering	engineering	NOUN
aiti-10926	282	3	press	press	NOUN
aiti-10926	282	4	,	,	PUNCT
aiti-10926	282	5	1992	1992	NUM
aiti-10926	282	6	.	.	PUNCT
aiti-10926	283	1	[	[	X
aiti-10926	283	2	28	28	NUM
aiti-10926	283	3	]	]	PUNCT
aiti-10926	283	4	a.	a.	NOUN
aiti-10926	283	5	rosebrock	rosebrock	NOUN
aiti-10926	283	6	,	,	PUNCT
aiti-10926	283	7	“	"	PUNCT
aiti-10926	283	8	opencv	opencv	ADJ
aiti-10926	283	9	edge	edge	NOUN
aiti-10926	283	10	detection	detection	NOUN
aiti-10926	283	11	(	(	PUNCT
aiti-10926	283	12	cv2.canny	cv2.canny	NOUN
aiti-10926	283	13	)	)	PUNCT
aiti-10926	283	14	,	,	PUNCT
aiti-10926	283	15	”	"	PUNCT
aiti-10926	283	16	https://www.pyimagesearch.com/2021/05/12/opencv-edgedetection-cv2-canny/	https://www.pyimagesearch.com/2021/05/12/opencv-edgedetection-cv2-canny/	PROPN
aiti-10926	283	17	,	,	PUNCT
aiti-10926	283	18	september	september	PROPN
aiti-10926	283	19	01	01	NUM
aiti-10926	283	20	,	,	PUNCT
aiti-10926	283	21	2022	2022	NUM
aiti-10926	283	22	.	.	PUNCT
aiti-10926	284	1	[	[	X
aiti-10926	284	2	29	29	NUM
aiti-10926	284	3	]	]	PUNCT
aiti-10926	284	4	z.	z.	PROPN
aiti-10926	284	5	e.	e.	PROPN
aiti-10926	284	6	khatib	khatib	PROPN
aiti-10926	284	7	,	,	PUNCT
aiti-10926	284	8	a.	a.	PROPN
aiti-10926	284	9	b.	b.	PROPN
aiti-10926	284	10	mnaouer	mnaouer	PROPN
aiti-10926	284	11	,	,	PUNCT
aiti-10926	284	12	s.	s.	PROPN
aiti-10926	284	13	moussa	moussa	PROPN
aiti-10926	284	14	,	,	PUNCT
aiti-10926	284	15	m.	m.	PROPN
aiti-10926	284	16	a.	a.	PROPN
aiti-10926	284	17	b.	b.	PROPN
aiti-10926	284	18	abas	abas	PROPN
aiti-10926	284	19	,	,	PUNCT
aiti-10926	284	20	n.	n.	PROPN
aiti-10926	284	21	a.	a.	PROPN
aiti-10926	284	22	ismail	ismail	PROPN
aiti-10926	284	23	,	,	PUNCT
aiti-10926	284	24	f.	f.	PROPN
aiti-10926	284	25	abdulgaleel	abdulgaleel	PROPN
aiti-10926	284	26	,	,	PUNCT
aiti-10926	284	27	et	et	PROPN
aiti-10926	284	28	al	al	PROPN
aiti-10926	284	29	.	.	PROPN
aiti-10926	284	30	,	,	PUNCT
aiti-10926	284	31	“	"	PUNCT
aiti-10926	284	32	lora	lora	NOUN
aiti-10926	284	33	-	-	PUNCT
aiti-10926	284	34	enabled	enable	VERB
aiti-10926	284	35	gpubased	gpubase	VERB
aiti-10926	284	36	cubesat	cubesat	PROPN
aiti-10926	284	37	yolo	yolo	ADJ
aiti-10926	284	38	object	object	NOUN
aiti-10926	284	39	detection	detection	NOUN
aiti-10926	284	40	with	with	ADP
aiti-10926	284	41	hyperparameter	hyperparameter	NOUN
aiti-10926	284	42	optimization	optimization	NOUN
aiti-10926	284	43	,	,	PUNCT
aiti-10926	284	44	”	"	PUNCT
aiti-10926	284	45	2022	2022	NUM
aiti-10926	284	46	international	international	ADJ
aiti-10926	284	47	symposium	symposium	NOUN
aiti-10926	284	48	on	on	ADP
aiti-10926	284	49	networks	network	NOUN
aiti-10926	284	50	,	,	PUNCT
aiti-10926	284	51	computers	computer	NOUN
aiti-10926	284	52	and	and	CCONJ
aiti-10926	284	53	communications	communication	NOUN
aiti-10926	284	54	(	(	PUNCT
aiti-10926	284	55	isncc	isncc	ADJ
aiti-10926	284	56	)	)	PUNCT
aiti-10926	284	57	,	,	PUNCT
aiti-10926	284	58	pp	pp	ADJ
aiti-10926	284	59	.	.	PUNCT
aiti-10926	285	1	1	1	NUM
aiti-10926	285	2	-	-	SYM
aiti-10926	285	3	4	4	NUM
aiti-10926	285	4	,	,	PUNCT
aiti-10926	285	5	july	july	PROPN
aiti-10926	285	6	2022	2022	NUM
aiti-10926	285	7	.	.	PUNCT
aiti-10926	286	1	copyright	copyright	NOUN
aiti-10926	286	2	©	©	PROPN
aiti-10926	286	3	by	by	ADP
aiti-10926	286	4	the	the	DET
aiti-10926	286	5	authors	author	NOUN
aiti-10926	286	6	.	.	PUNCT
aiti-10926	287	1	licensee	licensee	PROPN
aiti-10926	287	2	taeti	taeti	PROPN
aiti-10926	287	3	,	,	PUNCT
aiti-10926	287	4	taiwan	taiwan	PROPN
aiti-10926	287	5	.	.	PUNCT
aiti-10926	288	1	this	this	DET
aiti-10926	288	2	article	article	NOUN
aiti-10926	288	3	is	be	AUX
aiti-10926	288	4	an	an	DET
aiti-10926	288	5	open	open	ADJ
aiti-10926	288	6	access	access	NOUN
aiti-10926	288	7	article	article	NOUN
aiti-10926	288	8	distributed	distribute	VERB
aiti-10926	288	9	under	under	ADP
aiti-10926	288	10	the	the	DET
aiti-10926	288	11	terms	term	NOUN
aiti-10926	288	12	and	and	CCONJ
aiti-10926	288	13	conditions	condition	NOUN
aiti-10926	288	14	of	of	ADP
aiti-10926	288	15	the	the	DET
aiti-10926	288	16	creative	creative	ADJ
aiti-10926	288	17	commons	common	NOUN
aiti-10926	288	18	attribution	attribution	NOUN
aiti-10926	288	19	(	(	PUNCT
aiti-10926	288	20	cc	cc	NOUN
aiti-10926	288	21	by	by	ADP
aiti-10926	288	22	-	-	PUNCT
aiti-10926	288	23	nc	nc	NOUN
aiti-10926	288	24	)	)	PUNCT
aiti-10926	288	25	license	license	NOUN
aiti-10926	288	26	(	(	PUNCT
aiti-10926	288	27	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	NOUN
aiti-10926	288	28	)	)	PUNCT
aiti-10926	288	29	.	.	PUNCT