id	sid	tid	token	lemma	pos
ajtas-1367	1	1	american	american	PROPN
ajtas-1367	1	2	journal	journal	PROPN
ajtas-1367	1	3	of	of	ADP
ajtas-1367	1	4	technology	technology	NOUN
ajtas-1367	1	5	and	and	CCONJ
ajtas-1367	1	6	applied	apply	VERB
ajtas-1367	1	7	sciences	sciences	PROPN
ajtas-1367	1	8	issn	issn	X
ajtas-1367	1	9	(	(	PUNCT
ajtas-1367	1	10	e	e	NOUN
ajtas-1367	1	11	):	):	PUNCT
ajtas-1367	1	12	2832	2832	NUM
ajtas-1367	1	13	-	-	SYM
ajtas-1367	1	14	1766|	1766|	NUM
ajtas-1367	1	15	volume	volume	NOUN
ajtas-1367	1	16	17	17	NUM
ajtas-1367	1	17	,	,	PUNCT
ajtas-1367	1	18	|	|	ADV
ajtas-1367	1	19	october	october	PROPN
ajtas-1367	1	20	.	.	PROPN
ajtas-1367	1	21	,	,	PUNCT
ajtas-1367	1	22	2023	2023	NUM
ajtas-1367	1	23	p	p	NOUN
ajtas-1367	1	24	a	a	DET
ajtas-1367	1	25	g	g	NOUN
ajtas-1367	1	26	e	e	NOUN
ajtas-1367	1	27	|	|	NOUN
ajtas-1367	1	28	26	26	NUM
ajtas-1367	1	29	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-1367	1	30	unveiling	unveil	VERB
ajtas-1367	1	31	the	the	DET
ajtas-1367	1	32	future	future	NOUN
ajtas-1367	1	33	of	of	ADP
ajtas-1367	1	34	data	data	NOUN
ajtas-1367	1	35	extraction	extraction	NOUN
ajtas-1367	1	36	using	use	VERB
ajtas-1367	1	37	python	python	NOUN
ajtas-1367	1	38	and	and	CCONJ
ajtas-1367	1	39	ai	ai	VERB
ajtas-1367	1	40	for	for	ADP
ajtas-1367	1	41	video	video	NOUN
ajtas-1367	1	42	-	-	PUNCT
ajtas-1367	1	43	based	base	VERB
ajtas-1367	1	44	information	information	NOUN
ajtas-1367	1	45	recognition	recognition	PROPN
ajtas-1367	1	46	soliev	soliev	PROPN
ajtas-1367	1	47	bakhromjon	bakhromjon	PROPN
ajtas-1367	1	48	nabijonovich	nabijonovich	PROPN
ajtas-1367	1	49	,	,	PUNCT
ajtas-1367	1	50	assistant	assistant	NOUN
ajtas-1367	1	51	of	of	ADP
ajtas-1367	1	52	the	the	DET
ajtas-1367	1	53	fergana	fergana	PROPN
ajtas-1367	1	54	branch	branch	NOUN
ajtas-1367	1	55	of	of	ADP
ajtas-1367	1	56	the	the	DET
ajtas-1367	1	57	tashkent	tashkent	PROPN
ajtas-1367	1	58	university	university	PROPN
ajtas-1367	1	59	of	of	ADP
ajtas-1367	1	60	information	information	NOUN
ajtas-1367	1	61	technologies	technology	NOUN
ajtas-1367	1	62	named	name	VERB
ajtas-1367	1	63	after	after	ADP
ajtas-1367	1	64	muhammad	muhammad	PROPN
ajtas-1367	1	65	al	al	PROPN
ajtas-1367	1	66	-	-	PUNCT
ajtas-1367	1	67	khorazmi	khorazmi	ADJ
ajtas-1367	1	68	kayumov	kayumov	ADJ
ajtas-1367	1	69	ahror	ahror	NOUN
ajtas-1367	1	70	,	,	PUNCT
ajtas-1367	1	71	assistant	assistant	NOUN
ajtas-1367	1	72	of	of	ADP
ajtas-1367	1	73	the	the	DET
ajtas-1367	1	74	fergana	fergana	PROPN
ajtas-1367	1	75	branch	branch	NOUN
ajtas-1367	1	76	of	of	ADP
ajtas-1367	1	77	the	the	DET
ajtas-1367	1	78	tashkent	tashkent	PROPN
ajtas-1367	1	79	university	university	PROPN
ajtas-1367	1	80	of	of	ADP
ajtas-1367	1	81	information	information	NOUN
ajtas-1367	1	82	technologies	technology	NOUN
ajtas-1367	1	83	named	name	VERB
ajtas-1367	1	84	after	after	ADP
ajtas-1367	1	85	muhammad	muhammad	PROPN
ajtas-1367	1	86	al	al	PROPN
ajtas-1367	1	87	-	-	PUNCT
ajtas-1367	1	88	khorazmi	khorazmi	ADJ
ajtas-1367	1	89	3293535ahror@gmail.com	3293535ahror@gmail.com	NUM
ajtas-1367	1	90	abdurasulova	abdurasulova	PROPN
ajtas-1367	1	91	dilnoza	dilnoza	PROPN
ajtas-1367	1	92	botirjon	botirjon	PROPN
ajtas-1367	1	93	kizi	kizi	PROPN
ajtas-1367	1	94	,	,	PUNCT
ajtas-1367	1	95	assistant	assistant	NOUN
ajtas-1367	1	96	of	of	ADP
ajtas-1367	1	97	the	the	DET
ajtas-1367	1	98	fergana	fergana	PROPN
ajtas-1367	1	99	branch	branch	NOUN
ajtas-1367	1	100	of	of	ADP
ajtas-1367	1	101	the	the	DET
ajtas-1367	1	102	tashkent	tashkent	PROPN
ajtas-1367	1	103	university	university	PROPN
ajtas-1367	1	104	of	of	ADP
ajtas-1367	1	105	information	information	NOUN
ajtas-1367	1	106	technologies	technology	NOUN
ajtas-1367	1	107	named	name	VERB
ajtas-1367	1	108	after	after	ADP
ajtas-1367	1	109	muhammad	muhammad	PROPN
ajtas-1367	1	110	al	al	PROPN
ajtas-1367	1	111	-	-	PROPN
ajtas-1367	1	112	khorazmi	khorazmi	PROPN
ajtas-1367	1	113	a	a	DET
ajtas-1367	1	114	b	b	NOUN
ajtas-1367	1	115	s	s	ADP
ajtas-1367	1	116	t	t	PROPN
ajtas-1367	1	117	r	r	NOUN
ajtas-1367	1	118	a	a	DET
ajtas-1367	1	119	c	c	NOUN
ajtas-1367	1	120	t	t	NOUN
ajtas-1367	1	121	k	k	X
ajtas-1367	1	122	e	e	PROPN
ajtas-1367	1	123	y	y	PROPN
ajtas-1367	1	124	w	w	NOUN
ajtas-1367	1	125	o	o	NOUN
ajtas-1367	1	126	r	r	NOUN
ajtas-1367	1	127	d	d	X
ajtas-1367	1	128	s	s	NOUN
ajtas-1367	1	129	in	in	ADP
ajtas-1367	1	130	today	today	NOUN
ajtas-1367	1	131	's	's	PART
ajtas-1367	1	132	data	data	NOUN
ajtas-1367	1	133	-	-	PUNCT
ajtas-1367	1	134	driven	drive	VERB
ajtas-1367	1	135	world	world	NOUN
ajtas-1367	1	136	,	,	PUNCT
ajtas-1367	1	137	the	the	DET
ajtas-1367	1	138	ability	ability	NOUN
ajtas-1367	1	139	to	to	PART
ajtas-1367	1	140	extract	extract	VERB
ajtas-1367	1	141	valuable	valuable	ADJ
ajtas-1367	1	142	information	information	NOUN
ajtas-1367	1	143	from	from	ADP
ajtas-1367	1	144	diverse	diverse	ADJ
ajtas-1367	1	145	sources	source	NOUN
ajtas-1367	1	146	is	be	AUX
ajtas-1367	1	147	paramount	paramount	ADJ
ajtas-1367	1	148	.	.	PUNCT
ajtas-1367	2	1	this	this	DET
ajtas-1367	2	2	article	article	NOUN
ajtas-1367	2	3	explores	explore	VERB
ajtas-1367	2	4	the	the	DET
ajtas-1367	2	5	exciting	exciting	ADJ
ajtas-1367	2	6	realm	realm	NOUN
ajtas-1367	2	7	of	of	ADP
ajtas-1367	2	8	data	datum	NOUN
ajtas-1367	2	9	extraction	extraction	NOUN
ajtas-1367	2	10	from	from	ADP
ajtas-1367	2	11	video	video	NOUN
ajtas-1367	2	12	using	use	VERB
ajtas-1367	2	13	python	python	NOUN
ajtas-1367	2	14	and	and	CCONJ
ajtas-1367	2	15	artificial	artificial	ADJ
ajtas-1367	2	16	intelligence	intelligence	NOUN
ajtas-1367	2	17	(	(	PUNCT
ajtas-1367	2	18	ai	ai	NOUN
ajtas-1367	2	19	)	)	PUNCT
ajtas-1367	2	20	.	.	PUNCT
ajtas-1367	3	1	video	video	NOUN
ajtas-1367	3	2	-	-	PUNCT
ajtas-1367	3	3	based	base	VERB
ajtas-1367	3	4	information	information	NOUN
ajtas-1367	3	5	recognition	recognition	NOUN
ajtas-1367	3	6	has	have	VERB
ajtas-1367	3	7	far	far	ADV
ajtas-1367	3	8	-	-	PUNCT
ajtas-1367	3	9	reaching	reach	VERB
ajtas-1367	3	10	applications	application	NOUN
ajtas-1367	3	11	,	,	PUNCT
ajtas-1367	3	12	from	from	ADP
ajtas-1367	3	13	surveillance	surveillance	NOUN
ajtas-1367	3	14	and	and	CCONJ
ajtas-1367	3	15	marketing	marketing	NOUN
ajtas-1367	3	16	to	to	ADP
ajtas-1367	3	17	healthcare	healthcare	NOUN
ajtas-1367	3	18	and	and	CCONJ
ajtas-1367	3	19	education	education	NOUN
ajtas-1367	3	20	.	.	PUNCT
ajtas-1367	4	1	in	in	ADP
ajtas-1367	4	2	this	this	DET
ajtas-1367	4	3	article	article	NOUN
ajtas-1367	4	4	,	,	PUNCT
ajtas-1367	4	5	we	we	PRON
ajtas-1367	4	6	delve	delve	VERB
ajtas-1367	4	7	into	into	ADP
ajtas-1367	4	8	the	the	DET
ajtas-1367	4	9	theory	theory	NOUN
ajtas-1367	4	10	,	,	PUNCT
ajtas-1367	4	11	techniques	technique	NOUN
ajtas-1367	4	12	,	,	PUNCT
ajtas-1367	4	13	and	and	CCONJ
ajtas-1367	4	14	methodologies	methodology	NOUN
ajtas-1367	4	15	behind	behind	ADP
ajtas-1367	4	16	this	this	DET
ajtas-1367	4	17	innovative	innovative	ADJ
ajtas-1367	4	18	approach	approach	NOUN
ajtas-1367	4	19	and	and	CCONJ
ajtas-1367	4	20	present	present	ADJ
ajtas-1367	4	21	promising	promising	ADJ
ajtas-1367	4	22	results	result	NOUN
ajtas-1367	4	23	that	that	PRON
ajtas-1367	4	24	showcase	showcase	VERB
ajtas-1367	4	25	the	the	DET
ajtas-1367	4	26	potential	potential	NOUN
ajtas-1367	4	27	of	of	ADP
ajtas-1367	4	28	python	python	NOUN
ajtas-1367	4	29	and	and	CCONJ
ajtas-1367	4	30	ai	ai	VERB
ajtas-1367	4	31	in	in	ADP
ajtas-1367	4	32	video	video	NOUN
ajtas-1367	4	33	data	datum	NOUN
ajtas-1367	4	34	extraction	extraction	NOUN
ajtas-1367	4	35	.	.	PUNCT
ajtas-1367	5	1	video	video	NOUN
ajtas-1367	5	2	data	datum	NOUN
ajtas-1367	5	3	extraction	extraction	PROPN
ajtas-1367	5	4	,	,	PUNCT
ajtas-1367	5	5	python	python	NOUN
ajtas-1367	5	6	,	,	PUNCT
ajtas-1367	5	7	artificial	artificial	ADJ
ajtas-1367	5	8	intelligence	intelligence	NOUN
ajtas-1367	5	9	,	,	PUNCT
ajtas-1367	5	10	information	information	NOUN
ajtas-1367	5	11	recognition	recognition	NOUN
ajtas-1367	5	12	,	,	PUNCT
ajtas-1367	5	13	video	video	NOUN
ajtas-1367	5	14	analysis	analysis	NOUN
ajtas-1367	5	15	.	.	PUNCT
ajtas-1367	6	1	introduction	introduction	NOUN
ajtas-1367	6	2	data	datum	NOUN
ajtas-1367	6	3	is	be	AUX
ajtas-1367	6	4	the	the	DET
ajtas-1367	6	5	cornerstone	cornerstone	NOUN
ajtas-1367	6	6	of	of	ADP
ajtas-1367	6	7	decision	decision	NOUN
ajtas-1367	6	8	-	-	PUNCT
ajtas-1367	6	9	making	making	NOUN
ajtas-1367	6	10	and	and	CCONJ
ajtas-1367	6	11	innovation	innovation	NOUN
ajtas-1367	6	12	.	.	PUNCT
ajtas-1367	7	1	the	the	DET
ajtas-1367	7	2	proliferation	proliferation	NOUN
ajtas-1367	7	3	of	of	ADP
ajtas-1367	7	4	video	video	NOUN
ajtas-1367	7	5	content	content	NOUN
ajtas-1367	7	6	on	on	ADP
ajtas-1367	7	7	the	the	DET
ajtas-1367	7	8	internet	internet	NOUN
ajtas-1367	7	9	and	and	CCONJ
ajtas-1367	7	10	the	the	DET
ajtas-1367	7	11	advent	advent	NOUN
ajtas-1367	7	12	of	of	ADP
ajtas-1367	7	13	advanced	advanced	ADJ
ajtas-1367	7	14	ai	ai	PROPN
ajtas-1367	7	15	technologies	technology	NOUN
ajtas-1367	7	16	have	have	AUX
ajtas-1367	7	17	opened	open	VERB
ajtas-1367	7	18	up	up	ADP
ajtas-1367	7	19	new	new	ADJ
ajtas-1367	7	20	avenues	avenue	NOUN
ajtas-1367	7	21	for	for	ADP
ajtas-1367	7	22	extracting	extract	VERB
ajtas-1367	7	23	meaningful	meaningful	ADJ
ajtas-1367	7	24	data	datum	NOUN
ajtas-1367	7	25	from	from	ADP
ajtas-1367	7	26	videos	video	NOUN
ajtas-1367	7	27	.	.	PUNCT
ajtas-1367	8	1	traditional	traditional	ADJ
ajtas-1367	8	2	methods	method	NOUN
ajtas-1367	8	3	of	of	ADP
ajtas-1367	8	4	manual	manual	ADJ
ajtas-1367	8	5	annotation	annotation	NOUN
ajtas-1367	8	6	are	be	AUX
ajtas-1367	8	7	time	time	NOUN
ajtas-1367	8	8	-	-	PUNCT
ajtas-1367	8	9	consuming	consume	VERB
ajtas-1367	8	10	and	and	CCONJ
ajtas-1367	8	11	error	error	NOUN
ajtas-1367	8	12	-	-	PUNCT
ajtas-1367	8	13	prone	prone	ADJ
ajtas-1367	8	14	.	.	PUNCT
ajtas-1367	9	1	in	in	ADP
ajtas-1367	9	2	contrast	contrast	NOUN
ajtas-1367	9	3	,	,	PUNCT
ajtas-1367	9	4	python	python	PROPN
ajtas-1367	9	5	,	,	PUNCT
ajtas-1367	9	6	along	along	ADP
ajtas-1367	9	7	with	with	ADP
ajtas-1367	9	8	ai	ai	PRON
ajtas-1367	9	9	algorithms	algorithm	NOUN
ajtas-1367	9	10	,	,	PUNCT
ajtas-1367	9	11	offers	offer	VERB
ajtas-1367	9	12	an	an	DET
ajtas-1367	9	13	automated	automate	VERB
ajtas-1367	9	14	and	and	CCONJ
ajtas-1367	9	15	efficient	efficient	ADJ
ajtas-1367	9	16	solution	solution	NOUN
ajtas-1367	9	17	for	for	ADP
ajtas-1367	9	18	video	video	NOUN
ajtas-1367	9	19	-	-	PUNCT
ajtas-1367	9	20	based	base	VERB
ajtas-1367	9	21	information	information	NOUN
ajtas-1367	9	22	recognition	recognition	NOUN
ajtas-1367	9	23	.	.	PUNCT
ajtas-1367	10	1	literature	literature	PROPN
ajtas-1367	10	2	review	review	PROPN
ajtas-1367	10	3	.	.	PUNCT
ajtas-1367	11	1	video	video	NOUN
ajtas-1367	11	2	processing	processing	NOUN
ajtas-1367	11	3	techniques	technique	NOUN
ajtas-1367	11	4	:	:	PUNCT
ajtas-1367	11	5	video	video	NOUN
ajtas-1367	11	6	data	datum	NOUN
ajtas-1367	11	7	extraction	extraction	NOUN
ajtas-1367	11	8	relies	rely	VERB
ajtas-1367	11	9	on	on	ADP
ajtas-1367	11	10	various	various	ADJ
ajtas-1367	11	11	techniques	technique	NOUN
ajtas-1367	11	12	,	,	PUNCT
ajtas-1367	11	13	such	such	ADJ
ajtas-1367	11	14	as	as	ADP
ajtas-1367	11	15	frame	frame	NOUN
ajtas-1367	11	16	differencing	differencing	NOUN
ajtas-1367	11	17	,	,	PUNCT
ajtas-1367	11	18	object	object	VERB
ajtas-1367	11	19	tracking	tracking	NOUN
ajtas-1367	11	20	,	,	PUNCT
ajtas-1367	11	21	and	and	CCONJ
ajtas-1367	11	22	optical	optical	ADJ
ajtas-1367	11	23	character	character	NOUN
ajtas-1367	11	24	recognition	recognition	NOUN
ajtas-1367	11	25	(	(	PUNCT
ajtas-1367	11	26	ocr	ocr	NOUN
ajtas-1367	11	27	)	)	PUNCT
ajtas-1367	11	28	.	.	PUNCT
ajtas-1367	12	1	techniques	technique	NOUN
ajtas-1367	12	2	like	like	ADP
ajtas-1367	12	3	yolo	yolo	NOUN
ajtas-1367	12	4	(	(	PUNCT
ajtas-1367	12	5	you	you	PRON
ajtas-1367	12	6	only	only	ADV
ajtas-1367	12	7	look	look	VERB
ajtas-1367	12	8	once	once	ADV
ajtas-1367	12	9	)	)	PUNCT
ajtas-1367	12	10	and	and	CCONJ
ajtas-1367	12	11	opencv	opencv	PROPN
ajtas-1367	12	12	play	play	VERB
ajtas-1367	12	13	pivotal	pivotal	ADJ
ajtas-1367	12	14	roles	role	NOUN
ajtas-1367	12	15	in	in	ADP
ajtas-1367	12	16	object	object	NOUN
ajtas-1367	12	17	detection	detection	NOUN
ajtas-1367	12	18	and	and	CCONJ
ajtas-1367	12	19	tracking	track	VERB
ajtas-1367	12	20	within	within	ADP
ajtas-1367	12	21	video	video	NOUN
ajtas-1367	12	22	streams	stream	NOUN
ajtas-1367	12	23	.	.	PUNCT
ajtas-1367	13	1	american	american	ADJ
ajtas-1367	13	2	journal	journal	PROPN
ajtas-1367	13	3	of	of	ADP
ajtas-1367	13	4	technology	technology	NOUN
ajtas-1367	13	5	and	and	CCONJ
ajtas-1367	13	6	applied	apply	VERB
ajtas-1367	13	7	sciences	science	NOUN
ajtas-1367	13	8	volume	volume	NOUN
ajtas-1367	13	9	17	17	NUM
ajtas-1367	13	10	,	,	PUNCT
ajtas-1367	13	11	oct	oct	PROPN
ajtas-1367	13	12	.	.	PROPN
ajtas-1367	13	13	2023	2023	NUM
ajtas-1367	13	14	p	p	NOUN
ajtas-1367	13	15	a	a	DET
ajtas-1367	13	16	g	g	NOUN
ajtas-1367	13	17	e	e	NOUN
ajtas-1367	13	18	|	|	ADV
ajtas-1367	13	19	27	27	NUM
ajtas-1367	13	20	www.americanjournal.org	www.americanjournal.org	PROPN
ajtas-1367	13	21	opencv	opencv	PROPN
ajtas-1367	13	22	is	be	AUX
ajtas-1367	13	23	a	a	DET
ajtas-1367	13	24	powerful	powerful	ADJ
ajtas-1367	13	25	library	library	NOUN
ajtas-1367	13	26	for	for	ADP
ajtas-1367	13	27	computer	computer	NOUN
ajtas-1367	13	28	vision	vision	NOUN
ajtas-1367	13	29	tasks	task	NOUN
ajtas-1367	13	30	,	,	PUNCT
ajtas-1367	13	31	offering	offer	VERB
ajtas-1367	13	32	a	a	DET
ajtas-1367	13	33	wide	wide	ADJ
ajtas-1367	13	34	range	range	NOUN
ajtas-1367	13	35	of	of	ADP
ajtas-1367	13	36	tools	tool	NOUN
ajtas-1367	13	37	for	for	ADP
ajtas-1367	13	38	video	video	NOUN
ajtas-1367	13	39	analysis	analysis	NOUN
ajtas-1367	13	40	.	.	PUNCT
ajtas-1367	14	1	yolo	yolo	PROPN
ajtas-1367	14	2	is	be	AUX
ajtas-1367	14	3	a	a	DET
ajtas-1367	14	4	real	real	ADJ
ajtas-1367	14	5	-	-	PUNCT
ajtas-1367	14	6	time	time	NOUN
ajtas-1367	14	7	object	object	NOUN
ajtas-1367	14	8	detection	detection	NOUN
ajtas-1367	14	9	system	system	NOUN
ajtas-1367	14	10	that	that	PRON
ajtas-1367	14	11	enhances	enhance	VERB
ajtas-1367	14	12	the	the	DET
ajtas-1367	14	13	accuracy	accuracy	NOUN
ajtas-1367	14	14	of	of	ADP
ajtas-1367	14	15	identifying	identify	VERB
ajtas-1367	14	16	objects	object	NOUN
ajtas-1367	14	17	within	within	ADP
ajtas-1367	14	18	video	video	NOUN
ajtas-1367	14	19	frames	frame	NOUN
ajtas-1367	14	20	.	.	PUNCT
ajtas-1367	15	1	natural	natural	ADJ
ajtas-1367	15	2	language	language	NOUN
ajtas-1367	15	3	processing	processing	NOUN
ajtas-1367	15	4	(	(	PUNCT
ajtas-1367	15	5	nlp	nlp	NOUN
ajtas-1367	15	6	):	):	PUNCT
ajtas-1367	15	7	video	video	NOUN
ajtas-1367	15	8	content	content	NOUN
ajtas-1367	15	9	often	often	ADV
ajtas-1367	15	10	contains	contain	VERB
ajtas-1367	15	11	textual	textual	ADJ
ajtas-1367	15	12	information	information	NOUN
ajtas-1367	15	13	.	.	PUNCT
ajtas-1367	16	1	nlp	nlp	NOUN
ajtas-1367	16	2	techniques	technique	NOUN
ajtas-1367	16	3	can	can	AUX
ajtas-1367	16	4	be	be	AUX
ajtas-1367	16	5	used	use	VERB
ajtas-1367	16	6	in	in	ADP
ajtas-1367	16	7	conjunction	conjunction	NOUN
ajtas-1367	16	8	with	with	ADP
ajtas-1367	16	9	video	video	NOUN
ajtas-1367	16	10	analysis	analysis	NOUN
ajtas-1367	16	11	to	to	PART
ajtas-1367	16	12	extract	extract	VERB
ajtas-1367	16	13	text	text	NOUN
ajtas-1367	16	14	from	from	ADP
ajtas-1367	16	15	videos	video	NOUN
ajtas-1367	16	16	,	,	PUNCT
ajtas-1367	16	17	enabling	enable	VERB
ajtas-1367	16	18	the	the	DET
ajtas-1367	16	19	recognition	recognition	NOUN
ajtas-1367	16	20	of	of	ADP
ajtas-1367	16	21	written	write	VERB
ajtas-1367	16	22	information	information	NOUN
ajtas-1367	16	23	or	or	CCONJ
ajtas-1367	16	24	speechto	speechto	NOUN
ajtas-1367	16	25	-	-	ADJ
ajtas-1367	16	26	text	text	NOUN
ajtas-1367	16	27	conversion	conversion	NOUN
ajtas-1367	16	28	.	.	PUNCT
ajtas-1367	17	1	"	"	PUNCT
ajtas-1367	17	2	natural	natural	ADJ
ajtas-1367	17	3	language	language	NOUN
ajtas-1367	17	4	processing	processing	NOUN
ajtas-1367	17	5	in	in	ADP
ajtas-1367	17	6	action	action	NOUN
ajtas-1367	17	7	"	"	PUNCT
ajtas-1367	17	8	by	by	ADP
ajtas-1367	17	9	lane	lane	NOUN
ajtas-1367	17	10	,	,	PUNCT
ajtas-1367	17	11	howard	howard	PROPN
ajtas-1367	17	12	,	,	PUNCT
ajtas-1367	17	13	and	and	CCONJ
ajtas-1367	17	14	hapke	hapke	PROPN
ajtas-1367	17	15	provides	provide	VERB
ajtas-1367	17	16	comprehensive	comprehensive	ADJ
ajtas-1367	17	17	insights	insight	NOUN
ajtas-1367	17	18	into	into	ADP
ajtas-1367	17	19	nlp	nlp	NOUN
ajtas-1367	17	20	techniques	technique	NOUN
ajtas-1367	17	21	.	.	PUNCT
ajtas-1367	18	1	methodology	methodology	NOUN
ajtas-1367	18	2	.	.	PUNCT
ajtas-1367	19	1	data	datum	NOUN
ajtas-1367	19	2	preprocessing	preprocessing	NOUN
ajtas-1367	19	3	:	:	PUNCT
ajtas-1367	19	4	before	before	SCONJ
ajtas-1367	19	5	diving	diving	NOUN
ajtas-1367	19	6	into	into	ADP
ajtas-1367	19	7	video	video	NOUN
ajtas-1367	19	8	data	datum	NOUN
ajtas-1367	19	9	extraction	extraction	NOUN
ajtas-1367	19	10	,	,	PUNCT
ajtas-1367	19	11	it	it	PRON
ajtas-1367	19	12	's	be	AUX
ajtas-1367	19	13	crucial	crucial	ADJ
ajtas-1367	19	14	to	to	PART
ajtas-1367	19	15	preprocess	preprocess	VERB
ajtas-1367	19	16	the	the	DET
ajtas-1367	19	17	video	video	NOUN
ajtas-1367	19	18	,	,	PUNCT
ajtas-1367	19	19	including	include	VERB
ajtas-1367	19	20	frame	frame	NOUN
ajtas-1367	19	21	splitting	splitting	NOUN
ajtas-1367	19	22	and	and	CCONJ
ajtas-1367	19	23	noise	noise	NOUN
ajtas-1367	19	24	reduction	reduction	NOUN
ajtas-1367	19	25	.	.	PUNCT
ajtas-1367	20	1	python	python	NOUN
ajtas-1367	20	2	libraries	library	NOUN
ajtas-1367	20	3	like	like	VERB
ajtas-1367	20	4	numpy	numpy	NOUN
ajtas-1367	20	5	and	and	CCONJ
ajtas-1367	20	6	scipy	scipy	NOUN
ajtas-1367	20	7	are	be	AUX
ajtas-1367	20	8	invaluable	invaluable	ADJ
ajtas-1367	20	9	for	for	ADP
ajtas-1367	20	10	these	these	DET
ajtas-1367	20	11	tasks	task	NOUN
ajtas-1367	20	12	.	.	PUNCT
ajtas-1367	21	1	object	object	NOUN
ajtas-1367	21	2	detection	detection	NOUN
ajtas-1367	21	3	and	and	CCONJ
ajtas-1367	21	4	tracking	tracking	NOUN
ajtas-1367	21	5	:	:	PUNCT
ajtas-1367	21	6	utilize	utilize	VERB
ajtas-1367	21	7	ai	ai	NOUN
ajtas-1367	21	8	models	model	NOUN
ajtas-1367	21	9	like	like	ADP
ajtas-1367	21	10	yolo	yolo	NOUN
ajtas-1367	21	11	and	and	CCONJ
ajtas-1367	21	12	ssd	ssd	PROPN
ajtas-1367	21	13	(	(	PUNCT
ajtas-1367	21	14	single	single	ADJ
ajtas-1367	21	15	shot	shot	NOUN
ajtas-1367	21	16	multibox	multibox	NOUN
ajtas-1367	21	17	detector	detector	NOUN
ajtas-1367	21	18	)	)	PUNCT
ajtas-1367	21	19	to	to	PART
ajtas-1367	21	20	detect	detect	VERB
ajtas-1367	21	21	and	and	CCONJ
ajtas-1367	21	22	track	track	VERB
ajtas-1367	21	23	objects	object	NOUN
ajtas-1367	21	24	within	within	ADP
ajtas-1367	21	25	video	video	NOUN
ajtas-1367	21	26	frames	frame	NOUN
ajtas-1367	21	27	.	.	PUNCT
ajtas-1367	22	1	these	these	DET
ajtas-1367	22	2	models	model	NOUN
ajtas-1367	22	3	can	can	AUX
ajtas-1367	22	4	be	be	AUX
ajtas-1367	22	5	fine	fine	ADV
ajtas-1367	22	6	-	-	PUNCT
ajtas-1367	22	7	tuned	tune	VERB
ajtas-1367	22	8	for	for	ADP
ajtas-1367	22	9	specific	specific	ADJ
ajtas-1367	22	10	recognition	recognition	NOUN
ajtas-1367	22	11	tasks	task	NOUN
ajtas-1367	22	12	.	.	PUNCT
ajtas-1367	23	1	optical	optical	ADJ
ajtas-1367	23	2	character	character	NOUN
ajtas-1367	23	3	recognition	recognition	NOUN
ajtas-1367	23	4	(	(	PUNCT
ajtas-1367	23	5	ocr	ocr	NOUN
ajtas-1367	23	6	):	):	PUNCT
ajtas-1367	23	7	for	for	ADP
ajtas-1367	23	8	extracting	extract	VERB
ajtas-1367	23	9	text	text	NOUN
ajtas-1367	23	10	from	from	ADP
ajtas-1367	23	11	video	video	NOUN
ajtas-1367	23	12	,	,	PUNCT
ajtas-1367	23	13	incorporate	incorporate	VERB
ajtas-1367	23	14	ocr	ocr	ADJ
ajtas-1367	23	15	libraries	library	NOUN
ajtas-1367	23	16	such	such	ADJ
ajtas-1367	23	17	as	as	ADP
ajtas-1367	23	18	tesseract	tesseract	NOUN
ajtas-1367	23	19	and	and	CCONJ
ajtas-1367	23	20	pytesseract	pytesseract	NOUN
ajtas-1367	23	21	,	,	PUNCT
ajtas-1367	23	22	which	which	PRON
ajtas-1367	23	23	are	be	AUX
ajtas-1367	23	24	seamlessly	seamlessly	ADV
ajtas-1367	23	25	integrated	integrate	VERB
ajtas-1367	23	26	with	with	ADP
ajtas-1367	23	27	python	python	PROPN
ajtas-1367	23	28	.	.	PUNCT
ajtas-1367	24	1	nlp	nlp	PROPN
ajtas-1367	24	2	for	for	ADP
ajtas-1367	24	3	contextual	contextual	ADJ
ajtas-1367	24	4	analysis	analysis	NOUN
ajtas-1367	24	5	:	:	PUNCT
ajtas-1367	24	6	apply	apply	VERB
ajtas-1367	24	7	nlp	nlp	ADJ
ajtas-1367	24	8	techniques	technique	NOUN
ajtas-1367	24	9	to	to	PART
ajtas-1367	24	10	analyze	analyze	VERB
ajtas-1367	24	11	the	the	DET
ajtas-1367	24	12	extracted	extract	VERB
ajtas-1367	24	13	text	text	NOUN
ajtas-1367	24	14	for	for	ADP
ajtas-1367	24	15	context	context	NOUN
ajtas-1367	24	16	and	and	CCONJ
ajtas-1367	24	17	meaning	mean	VERB
ajtas-1367	24	18	,	,	PUNCT
ajtas-1367	24	19	enhancing	enhance	VERB
ajtas-1367	24	20	the	the	DET
ajtas-1367	24	21	overall	overall	ADJ
ajtas-1367	24	22	data	datum	NOUN
ajtas-1367	24	23	extraction	extraction	NOUN
ajtas-1367	24	24	process	process	NOUN
ajtas-1367	24	25	.	.	PUNCT
ajtas-1367	25	1	here	here	ADV
ajtas-1367	25	2	are	be	AUX
ajtas-1367	25	3	some	some	DET
ajtas-1367	25	4	practical	practical	ADJ
ajtas-1367	25	5	examples	example	NOUN
ajtas-1367	25	6	of	of	ADP
ajtas-1367	25	7	video	video	NOUN
ajtas-1367	25	8	-	-	PUNCT
ajtas-1367	25	9	based	base	VERB
ajtas-1367	25	10	data	data	NOUN
ajtas-1367	25	11	extraction	extraction	NOUN
ajtas-1367	25	12	using	use	VERB
ajtas-1367	25	13	python	python	NOUN
ajtas-1367	25	14	and	and	CCONJ
ajtas-1367	25	15	ai	ai	VERB
ajtas-1367	25	16	:	:	PUNCT
ajtas-1367	25	17	text	text	NOUN
ajtas-1367	25	18	recognition	recognition	NOUN
ajtas-1367	25	19	in	in	ADP
ajtas-1367	25	20	videos	video	NOUN
ajtas-1367	25	21	:	:	PUNCT
ajtas-1367	25	22	scenario	scenario	NOUN
ajtas-1367	25	23	:	:	PUNCT
ajtas-1367	25	24	you	you	PRON
ajtas-1367	25	25	have	have	VERB
ajtas-1367	25	26	a	a	DET
ajtas-1367	25	27	video	video	NOUN
ajtas-1367	25	28	of	of	ADP
ajtas-1367	25	29	a	a	DET
ajtas-1367	25	30	lecture	lecture	NOUN
ajtas-1367	25	31	,	,	PUNCT
ajtas-1367	25	32	and	and	CCONJ
ajtas-1367	25	33	you	you	PRON
ajtas-1367	25	34	want	want	VERB
ajtas-1367	25	35	to	to	PART
ajtas-1367	25	36	extract	extract	VERB
ajtas-1367	25	37	the	the	DET
ajtas-1367	25	38	text	text	NOUN
ajtas-1367	25	39	content	content	NOUN
ajtas-1367	25	40	from	from	ADP
ajtas-1367	25	41	the	the	DET
ajtas-1367	25	42	slides	slide	NOUN
ajtas-1367	25	43	.	.	PUNCT
ajtas-1367	26	1	methodology	methodology	NOUN
ajtas-1367	26	2	:	:	PUNCT
ajtas-1367	26	3	you	you	PRON
ajtas-1367	26	4	can	can	AUX
ajtas-1367	26	5	use	use	VERB
ajtas-1367	26	6	python	python	NOUN
ajtas-1367	26	7	's	's	PART
ajtas-1367	26	8	opencv	opencv	NOUN
ajtas-1367	26	9	for	for	ADP
ajtas-1367	26	10	video	video	NOUN
ajtas-1367	26	11	analysis	analysis	NOUN
ajtas-1367	26	12	,	,	PUNCT
ajtas-1367	26	13	detecting	detect	VERB
ajtas-1367	26	14	frames	frame	NOUN
ajtas-1367	26	15	with	with	ADP
ajtas-1367	26	16	slides	slide	NOUN
ajtas-1367	26	17	,	,	PUNCT
ajtas-1367	26	18	and	and	CCONJ
ajtas-1367	26	19	then	then	ADV
ajtas-1367	26	20	apply	apply	VERB
ajtas-1367	26	21	ocr	ocr	PROPN
ajtas-1367	26	22	(	(	PUNCT
ajtas-1367	26	23	e.g.	e.g.	ADJ
ajtas-1367	26	24	,	,	PUNCT
ajtas-1367	26	25	tesseract	tesseract	NOUN
ajtas-1367	26	26	)	)	PUNCT
ajtas-1367	26	27	to	to	PART
ajtas-1367	26	28	extract	extract	VERB
ajtas-1367	26	29	the	the	DET
ajtas-1367	26	30	text	text	NOUN
ajtas-1367	26	31	.	.	PUNCT
ajtas-1367	27	1	this	this	DET
ajtas-1367	27	2	data	datum	NOUN
ajtas-1367	27	3	can	can	AUX
ajtas-1367	27	4	be	be	AUX
ajtas-1367	27	5	stored	store	VERB
ajtas-1367	27	6	or	or	CCONJ
ajtas-1367	27	7	used	use	VERB
ajtas-1367	27	8	for	for	ADP
ajtas-1367	27	9	summarization	summarization	NOUN
ajtas-1367	27	10	.	.	PUNCT
ajtas-1367	28	1	object	object	NOUN
ajtas-1367	28	2	tracking	tracking	NOUN
ajtas-1367	28	3	in	in	ADP
ajtas-1367	28	4	surveillance	surveillance	NOUN
ajtas-1367	28	5	videos	video	NOUN
ajtas-1367	28	6	:	:	PUNCT
ajtas-1367	28	7	scenario	scenario	NOUN
ajtas-1367	28	8	:	:	PUNCT
ajtas-1367	28	9	in	in	ADP
ajtas-1367	28	10	a	a	DET
ajtas-1367	28	11	security	security	NOUN
ajtas-1367	28	12	camera	camera	NOUN
ajtas-1367	28	13	feed	feed	NOUN
ajtas-1367	28	14	,	,	PUNCT
ajtas-1367	28	15	you	you	PRON
ajtas-1367	28	16	need	need	VERB
ajtas-1367	28	17	to	to	PART
ajtas-1367	28	18	track	track	VERB
ajtas-1367	28	19	suspicious	suspicious	ADJ
ajtas-1367	28	20	objects	object	NOUN
ajtas-1367	28	21	or	or	CCONJ
ajtas-1367	28	22	individuals	individual	NOUN
ajtas-1367	28	23	in	in	ADP
ajtas-1367	28	24	real	real	ADJ
ajtas-1367	28	25	-	-	PUNCT
ajtas-1367	28	26	time	time	NOUN
ajtas-1367	28	27	.	.	PUNCT
ajtas-1367	29	1	methodology	methodology	NOUN
ajtas-1367	29	2	:	:	PUNCT
ajtas-1367	29	3	python	python	NOUN
ajtas-1367	29	4	with	with	ADP
ajtas-1367	29	5	opencv	opencv	PROPN
ajtas-1367	29	6	and	and	CCONJ
ajtas-1367	29	7	deep	deep	ADJ
ajtas-1367	29	8	learning	learning	NOUN
ajtas-1367	29	9	models	model	NOUN
ajtas-1367	29	10	like	like	ADP
ajtas-1367	29	11	yolo	yolo	PROPN
ajtas-1367	29	12	can	can	AUX
ajtas-1367	29	13	be	be	AUX
ajtas-1367	29	14	used	use	VERB
ajtas-1367	29	15	to	to	PART
ajtas-1367	29	16	detect	detect	VERB
ajtas-1367	29	17	and	and	CCONJ
ajtas-1367	29	18	track	track	VERB
ajtas-1367	29	19	objects	object	NOUN
ajtas-1367	29	20	or	or	CCONJ
ajtas-1367	29	21	people	people	NOUN
ajtas-1367	29	22	within	within	ADP
ajtas-1367	29	23	the	the	DET
ajtas-1367	29	24	video	video	NOUN
ajtas-1367	29	25	stream	stream	NOUN
ajtas-1367	29	26	.	.	PUNCT
ajtas-1367	30	1	you	you	PRON
ajtas-1367	30	2	can	can	AUX
ajtas-1367	30	3	then	then	ADV
ajtas-1367	30	4	trigger	trigger	VERB
ajtas-1367	30	5	alarms	alarm	NOUN
ajtas-1367	30	6	or	or	CCONJ
ajtas-1367	30	7	store	store	NOUN
ajtas-1367	30	8	data	datum	NOUN
ajtas-1367	30	9	for	for	ADP
ajtas-1367	30	10	future	future	ADJ
ajtas-1367	30	11	analysis	analysis	NOUN
ajtas-1367	30	12	.	.	PUNCT
ajtas-1367	31	1	emotion	emotion	NOUN
ajtas-1367	31	2	recognition	recognition	NOUN
ajtas-1367	31	3	in	in	ADP
ajtas-1367	31	4	video	video	NOUN
ajtas-1367	31	5	marketing	marketing	NOUN
ajtas-1367	31	6	:	:	PUNCT
ajtas-1367	31	7	scenario	scenario	NOUN
ajtas-1367	31	8	:	:	PUNCT
ajtas-1367	31	9	in	in	ADP
ajtas-1367	31	10	a	a	DET
ajtas-1367	31	11	video	video	NOUN
ajtas-1367	31	12	advertisement	advertisement	NOUN
ajtas-1367	31	13	campaign	campaign	NOUN
ajtas-1367	31	14	,	,	PUNCT
ajtas-1367	31	15	you	you	PRON
ajtas-1367	31	16	want	want	VERB
ajtas-1367	31	17	to	to	PART
ajtas-1367	31	18	analyze	analyze	VERB
ajtas-1367	31	19	the	the	DET
ajtas-1367	31	20	emotional	emotional	ADJ
ajtas-1367	31	21	response	response	NOUN
ajtas-1367	31	22	of	of	ADP
ajtas-1367	31	23	viewers	viewer	NOUN
ajtas-1367	31	24	.	.	PUNCT
ajtas-1367	32	1	methodology	methodology	NOUN
ajtas-1367	32	2	:	:	PUNCT
ajtas-1367	33	1	python	python	NOUN
ajtas-1367	33	2	libraries	library	NOUN
ajtas-1367	33	3	like	like	ADP
ajtas-1367	33	4	opencv	opencv	NOUN
ajtas-1367	33	5	and	and	CCONJ
ajtas-1367	33	6	dlib	dlib	NOUN
ajtas-1367	33	7	,	,	PUNCT
ajtas-1367	33	8	along	along	ADP
ajtas-1367	33	9	with	with	ADP
ajtas-1367	33	10	pre	pre	ADJ
ajtas-1367	33	11	-	-	ADJ
ajtas-1367	33	12	trained	train	VERB
ajtas-1367	33	13	facial	facial	ADJ
ajtas-1367	33	14	expression	expression	NOUN
ajtas-1367	33	15	recognition	recognition	NOUN
ajtas-1367	33	16	models	model	NOUN
ajtas-1367	33	17	,	,	PUNCT
ajtas-1367	33	18	can	can	AUX
ajtas-1367	33	19	be	be	AUX
ajtas-1367	33	20	used	use	VERB
ajtas-1367	33	21	to	to	PART
ajtas-1367	33	22	track	track	VERB
ajtas-1367	33	23	emotions	emotion	NOUN
ajtas-1367	33	24	on	on	ADP
ajtas-1367	33	25	people	people	NOUN
ajtas-1367	33	26	's	's	PART
ajtas-1367	33	27	faces	face	NOUN
ajtas-1367	33	28	throughout	throughout	ADP
ajtas-1367	33	29	the	the	DET
ajtas-1367	33	30	video	video	NOUN
ajtas-1367	33	31	.	.	PUNCT
ajtas-1367	34	1	this	this	DET
ajtas-1367	34	2	data	datum	NOUN
ajtas-1367	34	3	can	can	AUX
ajtas-1367	34	4	be	be	AUX
ajtas-1367	34	5	analyzed	analyze	VERB
ajtas-1367	34	6	to	to	PART
ajtas-1367	34	7	gauge	gauge	VERB
ajtas-1367	34	8	viewer	viewer	NOUN
ajtas-1367	34	9	engagement	engagement	NOUN
ajtas-1367	34	10	.	.	PUNCT
ajtas-1367	35	1	american	american	PROPN
ajtas-1367	35	2	journal	journal	PROPN
ajtas-1367	35	3	of	of	ADP
ajtas-1367	35	4	technology	technology	NOUN
ajtas-1367	35	5	and	and	CCONJ
ajtas-1367	35	6	applied	apply	VERB
ajtas-1367	35	7	sciences	science	NOUN
ajtas-1367	35	8	volume	volume	NOUN
ajtas-1367	35	9	17	17	NUM
ajtas-1367	35	10	,	,	PUNCT
ajtas-1367	35	11	oct	oct	PROPN
ajtas-1367	35	12	.	.	PROPN
ajtas-1367	35	13	2023	2023	NUM
ajtas-1367	35	14	p	p	NOUN
ajtas-1367	36	1	a	a	DET
ajtas-1367	36	2	g	g	NOUN
ajtas-1367	36	3	e	e	PROPN
ajtas-1367	36	4	|	|	ADV
ajtas-1367	36	5	28	28	NUM
ajtas-1367	36	6	www.americanjournal.org	www.americanjournal.org	PROPN
ajtas-1367	36	7	gesture	gesture	NOUN
ajtas-1367	36	8	recognition	recognition	NOUN
ajtas-1367	36	9	in	in	ADP
ajtas-1367	36	10	sign	sign	NOUN
ajtas-1367	36	11	language	language	NOUN
ajtas-1367	36	12	videos	video	NOUN
ajtas-1367	36	13	:	:	PUNCT
ajtas-1367	36	14	scenario	scenario	NOUN
ajtas-1367	36	15	:	:	PUNCT
ajtas-1367	36	16	you	you	PRON
ajtas-1367	36	17	have	have	VERB
ajtas-1367	36	18	videos	video	NOUN
ajtas-1367	36	19	of	of	ADP
ajtas-1367	36	20	sign	sign	NOUN
ajtas-1367	36	21	language	language	NOUN
ajtas-1367	36	22	users	user	NOUN
ajtas-1367	36	23	and	and	CCONJ
ajtas-1367	36	24	want	want	VERB
ajtas-1367	36	25	to	to	PART
ajtas-1367	36	26	convert	convert	VERB
ajtas-1367	36	27	these	these	DET
ajtas-1367	36	28	gestures	gesture	NOUN
ajtas-1367	36	29	into	into	ADP
ajtas-1367	36	30	text	text	NOUN
ajtas-1367	36	31	or	or	CCONJ
ajtas-1367	36	32	speech	speech	NOUN
ajtas-1367	36	33	.	.	PUNCT
ajtas-1367	37	1	methodology	methodology	NOUN
ajtas-1367	37	2	:	:	PUNCT
ajtas-1367	37	3	deep	deep	ADJ
ajtas-1367	37	4	learning	learning	NOUN
ajtas-1367	37	5	models	model	NOUN
ajtas-1367	37	6	,	,	PUNCT
ajtas-1367	37	7	such	such	ADJ
ajtas-1367	37	8	as	as	ADP
ajtas-1367	37	9	lstm	lstm	ADJ
ajtas-1367	37	10	networks	network	NOUN
ajtas-1367	37	11	,	,	PUNCT
ajtas-1367	37	12	can	can	AUX
ajtas-1367	37	13	be	be	AUX
ajtas-1367	37	14	trained	train	VERB
ajtas-1367	37	15	to	to	PART
ajtas-1367	37	16	recognize	recognize	VERB
ajtas-1367	37	17	sign	sign	VERB
ajtas-1367	37	18	language	language	NOUN
ajtas-1367	37	19	gestures	gesture	NOUN
ajtas-1367	37	20	.	.	PUNCT
ajtas-1367	38	1	python	python	PROPN
ajtas-1367	38	2	can	can	AUX
ajtas-1367	38	3	be	be	AUX
ajtas-1367	38	4	used	use	VERB
ajtas-1367	38	5	to	to	ADP
ajtas-1367	38	6	preprocess	preprocess	NOUN
ajtas-1367	38	7	video	video	NOUN
ajtas-1367	38	8	frames	frame	NOUN
ajtas-1367	38	9	,	,	PUNCT
ajtas-1367	38	10	feed	feed	VERB
ajtas-1367	38	11	them	they	PRON
ajtas-1367	38	12	into	into	ADP
ajtas-1367	38	13	the	the	DET
ajtas-1367	38	14	model	model	NOUN
ajtas-1367	38	15	,	,	PUNCT
ajtas-1367	38	16	and	and	CCONJ
ajtas-1367	38	17	generate	generate	VERB
ajtas-1367	38	18	corresponding	correspond	VERB
ajtas-1367	38	19	text	text	NOUN
ajtas-1367	38	20	or	or	CCONJ
ajtas-1367	38	21	speech	speech	NOUN
ajtas-1367	38	22	output	output	NOUN
ajtas-1367	38	23	.	.	PUNCT
ajtas-1367	39	1	automatic	automatic	ADJ
ajtas-1367	39	2	video	video	NOUN
ajtas-1367	39	3	summarization	summarization	NOUN
ajtas-1367	39	4	:	:	PUNCT
ajtas-1367	39	5	scenario	scenario	NOUN
ajtas-1367	39	6	:	:	PUNCT
ajtas-1367	39	7	you	you	PRON
ajtas-1367	39	8	have	have	VERB
ajtas-1367	39	9	lengthy	lengthy	ADJ
ajtas-1367	39	10	instructional	instructional	ADJ
ajtas-1367	39	11	videos	video	NOUN
ajtas-1367	39	12	and	and	CCONJ
ajtas-1367	39	13	need	need	VERB
ajtas-1367	39	14	to	to	PART
ajtas-1367	39	15	create	create	VERB
ajtas-1367	39	16	shorter	short	ADJ
ajtas-1367	39	17	,	,	PUNCT
ajtas-1367	39	18	informative	informative	ADJ
ajtas-1367	39	19	summaries	summary	NOUN
ajtas-1367	39	20	.	.	PUNCT
ajtas-1367	40	1	methodology	methodology	NOUN
ajtas-1367	40	2	:	:	PUNCT
ajtas-1367	40	3	python	python	PROPN
ajtas-1367	40	4	can	can	AUX
ajtas-1367	40	5	be	be	AUX
ajtas-1367	40	6	used	use	VERB
ajtas-1367	40	7	to	to	PART
ajtas-1367	40	8	segment	segment	VERB
ajtas-1367	40	9	the	the	DET
ajtas-1367	40	10	video	video	NOUN
ajtas-1367	40	11	into	into	ADP
ajtas-1367	40	12	key	key	ADJ
ajtas-1367	40	13	sections	section	NOUN
ajtas-1367	40	14	,	,	PUNCT
ajtas-1367	40	15	extract	extract	VERB
ajtas-1367	40	16	text	text	NOUN
ajtas-1367	40	17	from	from	ADP
ajtas-1367	40	18	slides	slide	NOUN
ajtas-1367	40	19	or	or	CCONJ
ajtas-1367	40	20	narration	narration	NOUN
ajtas-1367	40	21	,	,	PUNCT
ajtas-1367	40	22	and	and	CCONJ
ajtas-1367	40	23	apply	apply	VERB
ajtas-1367	40	24	nlp	nlp	ADJ
ajtas-1367	40	25	techniques	technique	NOUN
ajtas-1367	40	26	to	to	PART
ajtas-1367	40	27	summarize	summarize	VERB
ajtas-1367	40	28	the	the	DET
ajtas-1367	40	29	content	content	NOUN
ajtas-1367	40	30	,	,	PUNCT
ajtas-1367	40	31	thereby	thereby	ADV
ajtas-1367	40	32	creating	create	VERB
ajtas-1367	40	33	concise	concise	ADJ
ajtas-1367	40	34	video	video	NOUN
ajtas-1367	40	35	summaries	summary	NOUN
ajtas-1367	40	36	.	.	PUNCT
ajtas-1367	41	1	real	real	ADJ
ajtas-1367	41	2	-	-	PUNCT
ajtas-1367	41	3	time	time	NOUN
ajtas-1367	41	4	license	license	NOUN
ajtas-1367	41	5	plate	plate	NOUN
ajtas-1367	41	6	recognition	recognition	NOUN
ajtas-1367	41	7	:	:	PUNCT
ajtas-1367	41	8	scenario	scenario	NOUN
ajtas-1367	41	9	:	:	PUNCT
ajtas-1367	41	10	in	in	ADP
ajtas-1367	41	11	a	a	DET
ajtas-1367	41	12	traffic	traffic	NOUN
ajtas-1367	41	13	surveillance	surveillance	NOUN
ajtas-1367	41	14	video	video	NOUN
ajtas-1367	41	15	,	,	PUNCT
ajtas-1367	41	16	you	you	PRON
ajtas-1367	41	17	need	need	VERB
ajtas-1367	41	18	to	to	PART
ajtas-1367	41	19	recognize	recognize	VERB
ajtas-1367	41	20	and	and	CCONJ
ajtas-1367	41	21	log	log	VERB
ajtas-1367	41	22	license	license	NOUN
ajtas-1367	41	23	plates	plate	NOUN
ajtas-1367	41	24	of	of	ADP
ajtas-1367	41	25	vehicles	vehicle	NOUN
ajtas-1367	41	26	.	.	PUNCT
ajtas-1367	42	1	methodology	methodology	NOUN
ajtas-1367	42	2	:	:	PUNCT
ajtas-1367	42	3	utilize	utilize	VERB
ajtas-1367	42	4	openalpr	openalpr	ADV
ajtas-1367	42	5	,	,	PUNCT
ajtas-1367	42	6	an	an	DET
ajtas-1367	42	7	open	open	ADJ
ajtas-1367	42	8	-	-	PUNCT
ajtas-1367	42	9	source	source	NOUN
ajtas-1367	42	10	library	library	NOUN
ajtas-1367	42	11	that	that	PRON
ajtas-1367	42	12	integrates	integrate	VERB
ajtas-1367	42	13	with	with	ADP
ajtas-1367	42	14	python	python	NOUN
ajtas-1367	42	15	,	,	PUNCT
ajtas-1367	42	16	for	for	ADP
ajtas-1367	42	17	license	license	NOUN
ajtas-1367	42	18	plate	plate	NOUN
ajtas-1367	42	19	recognition	recognition	NOUN
ajtas-1367	42	20	.	.	PUNCT
ajtas-1367	43	1	the	the	DET
ajtas-1367	43	2	extracted	extract	VERB
ajtas-1367	43	3	data	datum	NOUN
ajtas-1367	43	4	can	can	AUX
ajtas-1367	43	5	be	be	AUX
ajtas-1367	43	6	used	use	VERB
ajtas-1367	43	7	for	for	ADP
ajtas-1367	43	8	various	various	ADJ
ajtas-1367	43	9	applications	application	NOUN
ajtas-1367	43	10	,	,	PUNCT
ajtas-1367	43	11	including	include	VERB
ajtas-1367	43	12	traffic	traffic	NOUN
ajtas-1367	43	13	monitoring	monitoring	NOUN
ajtas-1367	43	14	or	or	CCONJ
ajtas-1367	43	15	security	security	NOUN
ajtas-1367	43	16	.	.	PUNCT
ajtas-1367	44	1	these	these	DET
ajtas-1367	44	2	examples	example	NOUN
ajtas-1367	44	3	demonstrate	demonstrate	VERB
ajtas-1367	44	4	the	the	DET
ajtas-1367	44	5	diverse	diverse	ADJ
ajtas-1367	44	6	range	range	NOUN
ajtas-1367	44	7	of	of	ADP
ajtas-1367	44	8	applications	application	NOUN
ajtas-1367	44	9	for	for	ADP
ajtas-1367	44	10	video	video	NOUN
ajtas-1367	44	11	-	-	PUNCT
ajtas-1367	44	12	based	base	VERB
ajtas-1367	44	13	data	data	NOUN
ajtas-1367	44	14	extraction	extraction	NOUN
ajtas-1367	44	15	using	use	VERB
ajtas-1367	44	16	python	python	NOUN
ajtas-1367	44	17	and	and	CCONJ
ajtas-1367	44	18	ai	ai	VERB
ajtas-1367	44	19	.	.	PUNCT
ajtas-1367	45	1	the	the	DET
ajtas-1367	45	2	flexibility	flexibility	NOUN
ajtas-1367	45	3	of	of	ADP
ajtas-1367	45	4	python	python	NOUN
ajtas-1367	45	5	,	,	PUNCT
ajtas-1367	45	6	combined	combine	VERB
ajtas-1367	45	7	with	with	ADP
ajtas-1367	45	8	the	the	DET
ajtas-1367	45	9	power	power	NOUN
ajtas-1367	45	10	of	of	ADP
ajtas-1367	45	11	ai	ai	NOUN
ajtas-1367	45	12	and	and	CCONJ
ajtas-1367	45	13	computer	computer	NOUN
ajtas-1367	45	14	vision	vision	NOUN
ajtas-1367	45	15	libraries	library	NOUN
ajtas-1367	45	16	,	,	PUNCT
ajtas-1367	45	17	enables	enable	VERB
ajtas-1367	45	18	innovative	innovative	ADJ
ajtas-1367	45	19	solutions	solution	NOUN
ajtas-1367	45	20	for	for	ADP
ajtas-1367	45	21	data	data	NOUN
ajtas-1367	45	22	recognition	recognition	NOUN
ajtas-1367	45	23	and	and	CCONJ
ajtas-1367	45	24	extraction	extraction	NOUN
ajtas-1367	45	25	from	from	ADP
ajtas-1367	45	26	video	video	NOUN
ajtas-1367	45	27	content	content	NOUN
ajtas-1367	45	28	.	.	PUNCT
ajtas-1367	46	1	results	result	VERB
ajtas-1367	46	2	the	the	DET
ajtas-1367	46	3	application	application	NOUN
ajtas-1367	46	4	of	of	ADP
ajtas-1367	46	5	python	python	NOUN
ajtas-1367	46	6	and	and	CCONJ
ajtas-1367	46	7	ai	ai	VERB
ajtas-1367	46	8	for	for	ADP
ajtas-1367	46	9	video	video	NOUN
ajtas-1367	46	10	-	-	PUNCT
ajtas-1367	46	11	based	base	VERB
ajtas-1367	46	12	data	data	NOUN
ajtas-1367	46	13	extraction	extraction	NOUN
ajtas-1367	46	14	has	have	AUX
ajtas-1367	46	15	yielded	yield	VERB
ajtas-1367	46	16	remarkable	remarkable	ADJ
ajtas-1367	46	17	results	result	NOUN
ajtas-1367	46	18	in	in	ADP
ajtas-1367	46	19	various	various	ADJ
ajtas-1367	46	20	domains	domain	NOUN
ajtas-1367	46	21	.	.	PUNCT
ajtas-1367	47	1	in	in	ADP
ajtas-1367	47	2	healthcare	healthcare	PROPN
ajtas-1367	47	3	,	,	PUNCT
ajtas-1367	47	4	video	video	NOUN
ajtas-1367	47	5	data	datum	NOUN
ajtas-1367	47	6	extraction	extraction	NOUN
ajtas-1367	47	7	facilitates	facilitate	VERB
ajtas-1367	47	8	remote	remote	ADJ
ajtas-1367	47	9	patient	patient	ADJ
ajtas-1367	47	10	monitoring	monitoring	NOUN
ajtas-1367	47	11	,	,	PUNCT
ajtas-1367	47	12	while	while	SCONJ
ajtas-1367	47	13	in	in	ADP
ajtas-1367	47	14	e	e	NOUN
ajtas-1367	47	15	-	-	NOUN
ajtas-1367	47	16	commerce	commerce	NOUN
ajtas-1367	47	17	,	,	PUNCT
ajtas-1367	47	18	it	it	PRON
ajtas-1367	47	19	enables	enable	VERB
ajtas-1367	47	20	real	real	ADJ
ajtas-1367	47	21	-	-	PUNCT
ajtas-1367	47	22	time	time	NOUN
ajtas-1367	47	23	product	product	NOUN
ajtas-1367	47	24	recognition	recognition	NOUN
ajtas-1367	47	25	and	and	CCONJ
ajtas-1367	47	26	tagging	tagging	NOUN
ajtas-1367	47	27	.	.	PUNCT
ajtas-1367	48	1	in	in	ADP
ajtas-1367	48	2	surveillance	surveillance	NOUN
ajtas-1367	48	3	,	,	PUNCT
ajtas-1367	48	4	it	it	PRON
ajtas-1367	48	5	has	have	AUX
ajtas-1367	48	6	enhanced	enhance	VERB
ajtas-1367	48	7	security	security	NOUN
ajtas-1367	48	8	by	by	ADP
ajtas-1367	48	9	automating	automate	VERB
ajtas-1367	48	10	the	the	DET
ajtas-1367	48	11	identification	identification	NOUN
ajtas-1367	48	12	of	of	ADP
ajtas-1367	48	13	suspicious	suspicious	ADJ
ajtas-1367	48	14	activities	activity	NOUN
ajtas-1367	48	15	.	.	PUNCT
ajtas-1367	49	1	these	these	DET
ajtas-1367	49	2	advancements	advancement	NOUN
ajtas-1367	49	3	highlight	highlight	VERB
ajtas-1367	49	4	the	the	DET
ajtas-1367	49	5	transformative	transformative	ADJ
ajtas-1367	49	6	potential	potential	NOUN
ajtas-1367	49	7	of	of	ADP
ajtas-1367	49	8	this	this	DET
ajtas-1367	49	9	technology	technology	NOUN
ajtas-1367	49	10	.	.	PUNCT
ajtas-1367	50	1	here	here	ADV
ajtas-1367	50	2	are	be	AUX
ajtas-1367	50	3	a	a	DET
ajtas-1367	50	4	few	few	ADJ
ajtas-1367	50	5	simple	simple	ADJ
ajtas-1367	50	6	examples	example	NOUN
ajtas-1367	50	7	of	of	ADP
ajtas-1367	50	8	video	video	NOUN
ajtas-1367	50	9	-	-	PUNCT
ajtas-1367	50	10	based	base	VERB
ajtas-1367	50	11	data	data	NOUN
ajtas-1367	50	12	extraction	extraction	NOUN
ajtas-1367	50	13	using	use	VERB
ajtas-1367	50	14	python	python	NOUN
ajtas-1367	50	15	and	and	CCONJ
ajtas-1367	50	16	relevant	relevant	ADJ
ajtas-1367	50	17	code	code	NOUN
ajtas-1367	50	18	snippets	snippet	NOUN
ajtas-1367	50	19	.	.	PUNCT
ajtas-1367	51	1	please	please	INTJ
ajtas-1367	51	2	note	note	VERB
ajtas-1367	51	3	that	that	SCONJ
ajtas-1367	51	4	these	these	PRON
ajtas-1367	51	5	are	be	AUX
ajtas-1367	51	6	simplified	simplify	VERB
ajtas-1367	51	7	examples	example	NOUN
ajtas-1367	51	8	to	to	PART
ajtas-1367	51	9	get	get	VERB
ajtas-1367	51	10	you	you	PRON
ajtas-1367	51	11	started	start	VERB
ajtas-1367	51	12	.	.	PUNCT
ajtas-1367	52	1	you	you	PRON
ajtas-1367	52	2	might	might	AUX
ajtas-1367	52	3	need	need	VERB
ajtas-1367	52	4	to	to	PART
ajtas-1367	52	5	adapt	adapt	VERB
ajtas-1367	52	6	and	and	CCONJ
ajtas-1367	52	7	expand	expand	VERB
ajtas-1367	52	8	the	the	DET
ajtas-1367	52	9	code	code	NOUN
ajtas-1367	52	10	to	to	PART
ajtas-1367	52	11	suit	suit	VERB
ajtas-1367	52	12	your	your	PRON
ajtas-1367	52	13	specific	specific	ADJ
ajtas-1367	52	14	needs	need	NOUN
ajtas-1367	52	15	and	and	CCONJ
ajtas-1367	52	16	datasets	dataset	NOUN
ajtas-1367	52	17	.	.	PUNCT
ajtas-1367	53	1	example	example	NOUN
ajtas-1367	54	1	1	1	NUM
ajtas-1367	54	2	:	:	PUNCT
ajtas-1367	54	3	text	text	NOUN
ajtas-1367	54	4	recognition	recognition	NOUN
ajtas-1367	54	5	in	in	ADP
ajtas-1367	54	6	videos	video	NOUN
ajtas-1367	54	7	scenario	scenario	PROPN
ajtas-1367	54	8	:	:	PUNCT
ajtas-1367	54	9	extract	extract	VERB
ajtas-1367	54	10	text	text	NOUN
ajtas-1367	54	11	from	from	ADP
ajtas-1367	54	12	video	video	NOUN
ajtas-1367	54	13	frames	frame	NOUN
ajtas-1367	54	14	,	,	PUNCT
ajtas-1367	54	15	e.g.	e.g.	ADV
ajtas-1367	54	16	,	,	PUNCT
ajtas-1367	54	17	a	a	DET
ajtas-1367	54	18	lecture	lecture	NOUN
ajtas-1367	54	19	video	video	NOUN
ajtas-1367	54	20	.	.	PUNCT
ajtas-1367	55	1	import	import	NOUN
ajtas-1367	55	2	cv2	cv2	PROPN
ajtas-1367	55	3	import	import	NOUN
ajtas-1367	55	4	pytesseract	pytesseract	NOUN
ajtas-1367	55	5	#	#	NOUN
ajtas-1367	55	6	open	open	VERB
ajtas-1367	55	7	the	the	DET
ajtas-1367	55	8	video	video	NOUN
ajtas-1367	55	9	file	file	NOUN
ajtas-1367	55	10	cap	cap	NOUN
ajtas-1367	55	11	=	=	SYM
ajtas-1367	55	12	cv2.videocapture('lecture_video.mp4	cv2.videocapture('lecture_video.mp4	PROPN
ajtas-1367	55	13	'	'	PUNCT
ajtas-1367	55	14	)	)	PUNCT
ajtas-1367	55	15	while	while	SCONJ
ajtas-1367	55	16	cap.isopened	cap.isopene	VERB
ajtas-1367	55	17	(	(	PUNCT
ajtas-1367	55	18	):	):	PUNCT
ajtas-1367	55	19	ret	ret	NOUN
ajtas-1367	55	20	,	,	PUNCT
ajtas-1367	55	21	frame	frame	NOUN
ajtas-1367	55	22	=	=	SYM
ajtas-1367	55	23	cap.read	cap.read	NOUN
ajtas-1367	55	24	(	(	PUNCT
ajtas-1367	55	25	)	)	PUNCT
ajtas-1367	55	26	american	american	ADJ
ajtas-1367	55	27	journal	journal	PROPN
ajtas-1367	55	28	of	of	ADP
ajtas-1367	55	29	technology	technology	NOUN
ajtas-1367	55	30	and	and	CCONJ
ajtas-1367	55	31	applied	apply	VERB
ajtas-1367	55	32	sciences	science	NOUN
ajtas-1367	55	33	volume	volume	NOUN
ajtas-1367	55	34	17	17	NUM
ajtas-1367	55	35	,	,	PUNCT
ajtas-1367	55	36	oct	oct	PROPN
ajtas-1367	55	37	.	.	PROPN
ajtas-1367	55	38	2023	2023	NUM
ajtas-1367	55	39	p	p	NOUN
ajtas-1367	55	40	a	a	DET
ajtas-1367	55	41	g	g	NOUN
ajtas-1367	55	42	e	e	NOUN
ajtas-1367	55	43	|	|	ADV
ajtas-1367	55	44	29	29	NUM
ajtas-1367	55	45	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-1367	55	46	if	if	SCONJ
ajtas-1367	55	47	not	not	PART
ajtas-1367	55	48	ret	ret	NOUN
ajtas-1367	55	49	:	:	PUNCT
ajtas-1367	55	50	break	break	VERB
ajtas-1367	55	51	#	#	NOUN
ajtas-1367	55	52	use	use	NOUN
ajtas-1367	55	53	pytesseract	pytesseract	NOUN
ajtas-1367	55	54	for	for	ADP
ajtas-1367	55	55	ocr	ocr	NOUN
ajtas-1367	55	56	on	on	ADP
ajtas-1367	55	57	the	the	DET
ajtas-1367	55	58	frame	frame	NOUN
ajtas-1367	55	59	text	text	NOUN
ajtas-1367	55	60	=	=	SYM
ajtas-1367	55	61	pytesseract.image_to_string(frame	pytesseract.image_to_string(frame	PROPN
ajtas-1367	55	62	)	)	PUNCT
ajtas-1367	55	63	#	#	NOUN
ajtas-1367	55	64	do	do	VERB
ajtas-1367	55	65	something	something	PRON
ajtas-1367	55	66	with	with	ADP
ajtas-1367	55	67	the	the	DET
ajtas-1367	55	68	extracted	extract	VERB
ajtas-1367	55	69	text	text	NOUN
ajtas-1367	55	70	,	,	PUNCT
ajtas-1367	55	71	e.g.	e.g.	ADV
ajtas-1367	55	72	,	,	PUNCT
ajtas-1367	55	73	print	print	VERB
ajtas-1367	55	74	it	it	PRON
ajtas-1367	55	75	print(text	print(text	NOUN
ajtas-1367	55	76	)	)	PUNCT
ajtas-1367	55	77	cap.release	cap.release	PROPN
ajtas-1367	55	78	(	(	PUNCT
ajtas-1367	55	79	)	)	PUNCT
ajtas-1367	55	80	cv2.destroyallwindows	cv2.destroyallwindow	NOUN
ajtas-1367	55	81	(	(	PUNCT
ajtas-1367	55	82	)	)	PUNCT
ajtas-1367	55	83	example	example	NOUN
ajtas-1367	56	1	2	2	NUM
ajtas-1367	56	2	:	:	PUNCT
ajtas-1367	56	3	object	object	VERB
ajtas-1367	56	4	tracking	tracking	NOUN
ajtas-1367	56	5	in	in	ADP
ajtas-1367	56	6	surveillance	surveillance	NOUN
ajtas-1367	56	7	videos	video	NOUN
ajtas-1367	56	8	scenario	scenario	NOUN
ajtas-1367	56	9	:	:	PUNCT
ajtas-1367	56	10	detect	detect	VERB
ajtas-1367	56	11	and	and	CCONJ
ajtas-1367	56	12	track	track	NOUN
ajtas-1367	56	13	objects	object	NOUN
ajtas-1367	56	14	or	or	CCONJ
ajtas-1367	56	15	people	people	NOUN
ajtas-1367	56	16	in	in	ADP
ajtas-1367	56	17	a	a	DET
ajtas-1367	56	18	security	security	NOUN
ajtas-1367	56	19	camera	camera	NOUN
ajtas-1367	56	20	feed	feed	NOUN
ajtas-1367	56	21	.	.	PUNCT
ajtas-1367	57	1	import	import	NOUN
ajtas-1367	57	2	cv2	cv2	PROPN
ajtas-1367	57	3	#	#	NOUN
ajtas-1367	57	4	load	load	VERB
ajtas-1367	57	5	the	the	DET
ajtas-1367	57	6	yolo	yolo	ADJ
ajtas-1367	57	7	model	model	NOUN
ajtas-1367	57	8	net	net	PROPN
ajtas-1367	57	9	=	=	PUNCT
ajtas-1367	57	10	cv2.dnn.readnet("yolov3.weights	cv2.dnn.readnet("yolov3.weight	NOUN
ajtas-1367	57	11	"	"	PUNCT
ajtas-1367	57	12	,	,	PUNCT
ajtas-1367	57	13	"	"	PUNCT
ajtas-1367	57	14	yolov3.cfg	yolov3.cfg	NOUN
ajtas-1367	57	15	"	"	PUNCT
ajtas-1367	57	16	)	)	PUNCT
ajtas-1367	57	17	#	#	NOUN
ajtas-1367	57	18	open	open	VERB
ajtas-1367	57	19	the	the	DET
ajtas-1367	57	20	video	video	NOUN
ajtas-1367	57	21	stream	stream	NOUN
ajtas-1367	57	22	cap	cap	NOUN
ajtas-1367	57	23	=	=	SYM
ajtas-1367	57	24	cv2.videocapture('security_camera_feed.mp4	cv2.videocapture('security_camera_feed.mp4	NOUN
ajtas-1367	57	25	'	'	PUNCT
ajtas-1367	57	26	)	)	PUNCT
ajtas-1367	57	27	while	while	SCONJ
ajtas-1367	57	28	cap.isopened	cap.isopene	VERB
ajtas-1367	57	29	(	(	PUNCT
ajtas-1367	57	30	):	):	PUNCT
ajtas-1367	57	31	ret	ret	NOUN
ajtas-1367	57	32	,	,	PUNCT
ajtas-1367	57	33	frame	frame	NOUN
ajtas-1367	57	34	=	=	SYM
ajtas-1367	57	35	cap.read	cap.read	NOUN
ajtas-1367	57	36	(	(	PUNCT
ajtas-1367	57	37	)	)	PUNCT
ajtas-1367	57	38	if	if	SCONJ
ajtas-1367	57	39	not	not	PART
ajtas-1367	57	40	ret	ret	NOUN
ajtas-1367	57	41	:	:	PUNCT
ajtas-1367	57	42	break	break	VERB
ajtas-1367	57	43	#	#	NOUN
ajtas-1367	57	44	object	object	NOUN
ajtas-1367	57	45	detection	detection	NOUN
ajtas-1367	57	46	using	use	VERB
ajtas-1367	57	47	yolo	yolo	ADJ
ajtas-1367	57	48	blob	blob	NOUN
ajtas-1367	57	49	=	=	PUNCT
ajtas-1367	57	50	cv2.dnn.blobfromimage(frame	cv2.dnn.blobfromimage(frame	PROPN
ajtas-1367	57	51	,	,	PUNCT
ajtas-1367	57	52	0.00392	0.00392	NUM
ajtas-1367	57	53	,	,	PUNCT
ajtas-1367	57	54	(	(	PUNCT
ajtas-1367	57	55	416	416	NUM
ajtas-1367	57	56	,	,	PUNCT
ajtas-1367	57	57	416	416	NUM
ajtas-1367	57	58	)	)	PUNCT
ajtas-1367	57	59	,	,	PUNCT
ajtas-1367	57	60	(	(	PUNCT
ajtas-1367	57	61	0	0	NUM
ajtas-1367	57	62	,	,	PUNCT
ajtas-1367	57	63	0	0	NUM
ajtas-1367	57	64	,	,	PUNCT
ajtas-1367	57	65	0	0	NUM
ajtas-1367	57	66	)	)	PUNCT
ajtas-1367	57	67	,	,	PUNCT
ajtas-1367	57	68	true	true	ADJ
ajtas-1367	57	69	,	,	PUNCT
ajtas-1367	57	70	crop	crop	NOUN
ajtas-1367	57	71	=	=	NOUN
ajtas-1367	57	72	false	false	ADJ
ajtas-1367	57	73	)	)	PUNCT
ajtas-1367	57	74	net.setinput(blob	net.setinput(blob	NOUN
ajtas-1367	57	75	)	)	PUNCT
ajtas-1367	57	76	outs	out	NOUN
ajtas-1367	57	77	=	=	PUNCT
ajtas-1367	57	78	net.forward	net.forward	X
ajtas-1367	57	79	(	(	PUNCT
ajtas-1367	57	80	)	)	PUNCT
ajtas-1367	57	81	#	#	NOUN
ajtas-1367	57	82	process	process	NOUN
ajtas-1367	57	83	detected	detect	VERB
ajtas-1367	57	84	objects	object	VERB
ajtas-1367	57	85	#	#	NOUN
ajtas-1367	57	86	(	(	PUNCT
ajtas-1367	57	87	you	you	PRON
ajtas-1367	57	88	would	would	AUX
ajtas-1367	57	89	typically	typically	ADV
ajtas-1367	57	90	track	track	VERB
ajtas-1367	57	91	and	and	CCONJ
ajtas-1367	57	92	analyze	analyze	VERB
ajtas-1367	57	93	them	they	PRON
ajtas-1367	57	94	here	here	ADV
ajtas-1367	57	95	)	)	PUNCT
ajtas-1367	57	96	cap.release	cap.release	PROPN
ajtas-1367	57	97	(	(	PUNCT
ajtas-1367	57	98	)	)	PUNCT
ajtas-1367	57	99	cv2.destroyallwindows	cv2.destroyallwindow	NOUN
ajtas-1367	57	100	(	(	PUNCT
ajtas-1367	57	101	)	)	PUNCT
ajtas-1367	57	102	example	example	NOUN
ajtas-1367	58	1	3	3	NUM
ajtas-1367	58	2	:	:	PUNCT
ajtas-1367	58	3	emotion	emotion	NOUN
ajtas-1367	58	4	recognition	recognition	NOUN
ajtas-1367	58	5	in	in	ADP
ajtas-1367	58	6	video	video	NOUN
ajtas-1367	58	7	marketing	marketing	NOUN
ajtas-1367	58	8	scenario	scenario	NOUN
ajtas-1367	58	9	:	:	PUNCT
ajtas-1367	58	10	analyze	analyze	VERB
ajtas-1367	58	11	the	the	DET
ajtas-1367	58	12	emotional	emotional	ADJ
ajtas-1367	58	13	response	response	NOUN
ajtas-1367	58	14	of	of	ADP
ajtas-1367	58	15	viewers	viewer	NOUN
ajtas-1367	58	16	in	in	ADP
ajtas-1367	58	17	a	a	DET
ajtas-1367	58	18	marketing	marketing	NOUN
ajtas-1367	58	19	video	video	NOUN
ajtas-1367	58	20	.	.	PUNCT
ajtas-1367	59	1	american	american	ADJ
ajtas-1367	59	2	journal	journal	PROPN
ajtas-1367	59	3	of	of	ADP
ajtas-1367	59	4	technology	technology	NOUN
ajtas-1367	59	5	and	and	CCONJ
ajtas-1367	59	6	applied	apply	VERB
ajtas-1367	59	7	sciences	science	NOUN
ajtas-1367	59	8	volume	volume	NOUN
ajtas-1367	59	9	17	17	NUM
ajtas-1367	59	10	,	,	PUNCT
ajtas-1367	59	11	oct	oct	PROPN
ajtas-1367	59	12	.	.	PROPN
ajtas-1367	59	13	2023	2023	NUM
ajtas-1367	59	14	p	p	NOUN
ajtas-1367	59	15	a	a	DET
ajtas-1367	59	16	g	g	NOUN
ajtas-1367	59	17	e	e	NOUN
ajtas-1367	59	18	|	|	ADV
ajtas-1367	59	19	30	30	NUM
ajtas-1367	59	20	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-1367	59	21	import	import	NOUN
ajtas-1367	59	22	cv2	cv2	PROPN
ajtas-1367	59	23	import	import	NOUN
ajtas-1367	59	24	dlib	dlib	NOUN
ajtas-1367	59	25	#	#	NOUN
ajtas-1367	59	26	load	load	VERB
ajtas-1367	59	27	the	the	DET
ajtas-1367	59	28	facial	facial	ADJ
ajtas-1367	59	29	expression	expression	NOUN
ajtas-1367	59	30	recognition	recognition	NOUN
ajtas-1367	59	31	model	model	NOUN
ajtas-1367	59	32	detector	detector	NOUN
ajtas-1367	59	33	=	=	SYM
ajtas-1367	59	34	dlib.get_frontal_face_detector	dlib.get_frontal_face_detector	NOUN
ajtas-1367	59	35	(	(	PUNCT
ajtas-1367	59	36	)	)	PUNCT
ajtas-1367	59	37	predictor	predictor	NOUN
ajtas-1367	59	38	=	=	SYM
ajtas-1367	59	39	dlib.shape_predictor("shape_predictor_68_face_landmarks.dat	dlib.shape_predictor("shape_predictor_68_face_landmarks.dat	PROPN
ajtas-1367	59	40	"	"	PUNCT
ajtas-1367	59	41	)	)	PUNCT
ajtas-1367	59	42	#	#	NOUN
ajtas-1367	59	43	open	open	VERB
ajtas-1367	59	44	the	the	DET
ajtas-1367	59	45	video	video	NOUN
ajtas-1367	59	46	file	file	NOUN
ajtas-1367	59	47	cap	cap	NOUN
ajtas-1367	59	48	=	=	SYM
ajtas-1367	59	49	cv2.videocapture('marketing_video.mp4	cv2.videocapture('marketing_video.mp4	PROPN
ajtas-1367	59	50	'	'	PUNCT
ajtas-1367	59	51	)	)	PUNCT
ajtas-1367	59	52	while	while	SCONJ
ajtas-1367	59	53	cap.isopened	cap.isopene	VERB
ajtas-1367	59	54	(	(	PUNCT
ajtas-1367	59	55	):	):	PUNCT
ajtas-1367	59	56	ret	ret	NOUN
ajtas-1367	59	57	,	,	PUNCT
ajtas-1367	59	58	frame	frame	NOUN
ajtas-1367	59	59	=	=	SYM
ajtas-1367	59	60	cap.read	cap.read	NOUN
ajtas-1367	59	61	(	(	PUNCT
ajtas-1367	59	62	)	)	PUNCT
ajtas-1367	59	63	if	if	SCONJ
ajtas-1367	59	64	not	not	PART
ajtas-1367	59	65	ret	ret	NOUN
ajtas-1367	59	66	:	:	PUNCT
ajtas-1367	59	67	break	break	VERB
ajtas-1367	59	68	#	#	NOUN
ajtas-1367	59	69	detect	detect	NOUN
ajtas-1367	59	70	faces	face	NOUN
ajtas-1367	59	71	in	in	ADP
ajtas-1367	59	72	the	the	DET
ajtas-1367	59	73	frame	frame	NOUN
ajtas-1367	59	74	faces	face	VERB
ajtas-1367	59	75	=	=	SYM
ajtas-1367	59	76	detector(frame	detector(frame	PROPN
ajtas-1367	59	77	)	)	PUNCT
ajtas-1367	59	78	for	for	ADP
ajtas-1367	59	79	face	face	NOUN
ajtas-1367	59	80	in	in	ADP
ajtas-1367	59	81	faces	face	NOUN
ajtas-1367	59	82	:	:	PUNCT
ajtas-1367	59	83	#	#	NOUN
ajtas-1367	59	84	analyze	analyze	VERB
ajtas-1367	59	85	the	the	DET
ajtas-1367	59	86	emotional	emotional	ADJ
ajtas-1367	59	87	response	response	NOUN
ajtas-1367	59	88	of	of	ADP
ajtas-1367	59	89	each	each	DET
ajtas-1367	59	90	detected	detect	VERB
ajtas-1367	59	91	face	face	NOUN
ajtas-1367	59	92	#	#	NOUN
ajtas-1367	59	93	(	(	PUNCT
ajtas-1367	59	94	you	you	PRON
ajtas-1367	59	95	would	would	AUX
ajtas-1367	59	96	typically	typically	ADV
ajtas-1367	59	97	use	use	VERB
ajtas-1367	59	98	a	a	DET
ajtas-1367	59	99	pre	pre	ADJ
ajtas-1367	59	100	-	-	ADJ
ajtas-1367	59	101	trained	train	VERB
ajtas-1367	59	102	model	model	NOUN
ajtas-1367	59	103	for	for	ADP
ajtas-1367	59	104	this	this	PRON
ajtas-1367	59	105	)	)	PUNCT
ajtas-1367	59	106	cap.release	cap.release	PROPN
ajtas-1367	59	107	(	(	PUNCT
ajtas-1367	59	108	)	)	PUNCT
ajtas-1367	59	109	cv2.destroyallwindows	cv2.destroyallwindow	NOUN
ajtas-1367	59	110	(	(	PUNCT
ajtas-1367	59	111	)	)	PUNCT
ajtas-1367	59	112	conclusion	conclusion	VERB
ajtas-1367	59	113	the	the	DET
ajtas-1367	59	114	future	future	NOUN
ajtas-1367	59	115	of	of	ADP
ajtas-1367	59	116	data	datum	NOUN
ajtas-1367	59	117	extraction	extraction	NOUN
ajtas-1367	59	118	from	from	ADP
ajtas-1367	59	119	videos	video	NOUN
ajtas-1367	59	120	is	be	AUX
ajtas-1367	59	121	undeniably	undeniably	ADV
ajtas-1367	59	122	intertwined	intertwine	VERB
ajtas-1367	59	123	with	with	ADP
ajtas-1367	59	124	python	python	NOUN
ajtas-1367	59	125	and	and	CCONJ
ajtas-1367	59	126	ai	ai	VERB
ajtas-1367	59	127	.	.	PUNCT
ajtas-1367	60	1	this	this	DET
ajtas-1367	60	2	article	article	NOUN
ajtas-1367	60	3	has	have	AUX
ajtas-1367	60	4	explored	explore	VERB
ajtas-1367	60	5	the	the	DET
ajtas-1367	60	6	theoretical	theoretical	ADJ
ajtas-1367	60	7	underpinnings	underpinning	NOUN
ajtas-1367	60	8	,	,	PUNCT
ajtas-1367	60	9	reviewed	review	VERB
ajtas-1367	60	10	relevant	relevant	ADJ
ajtas-1367	60	11	literature	literature	NOUN
ajtas-1367	60	12	,	,	PUNCT
ajtas-1367	60	13	and	and	CCONJ
ajtas-1367	60	14	outlined	outline	VERB
ajtas-1367	60	15	a	a	DET
ajtas-1367	60	16	robust	robust	ADJ
ajtas-1367	60	17	methodology	methodology	NOUN
ajtas-1367	60	18	for	for	ADP
ajtas-1367	60	19	video	video	NOUN
ajtas-1367	60	20	-	-	PUNCT
ajtas-1367	60	21	based	base	VERB
ajtas-1367	60	22	information	information	NOUN
ajtas-1367	60	23	recognition	recognition	NOUN
ajtas-1367	60	24	.	.	PUNCT
ajtas-1367	61	1	as	as	SCONJ
ajtas-1367	61	2	demonstrated	demonstrate	VERB
ajtas-1367	61	3	by	by	ADP
ajtas-1367	61	4	the	the	DET
ajtas-1367	61	5	promising	promising	ADJ
ajtas-1367	61	6	results	result	NOUN
ajtas-1367	61	7	in	in	ADP
ajtas-1367	61	8	various	various	ADJ
ajtas-1367	61	9	fields	field	NOUN
ajtas-1367	61	10	,	,	PUNCT
ajtas-1367	61	11	this	this	DET
ajtas-1367	61	12	innovative	innovative	ADJ
ajtas-1367	61	13	approach	approach	NOUN
ajtas-1367	61	14	is	be	AUX
ajtas-1367	61	15	poised	poise	VERB
ajtas-1367	61	16	to	to	PART
ajtas-1367	61	17	revolutionize	revolutionize	VERB
ajtas-1367	61	18	how	how	SCONJ
ajtas-1367	61	19	we	we	PRON
ajtas-1367	61	20	collect	collect	VERB
ajtas-1367	61	21	and	and	CCONJ
ajtas-1367	61	22	analyze	analyze	VERB
ajtas-1367	61	23	data	datum	NOUN
ajtas-1367	61	24	from	from	ADP
ajtas-1367	61	25	the	the	DET
ajtas-1367	61	26	vast	vast	ADJ
ajtas-1367	61	27	realm	realm	NOUN
ajtas-1367	61	28	of	of	ADP
ajtas-1367	61	29	video	video	NOUN
ajtas-1367	61	30	content	content	NOUN
ajtas-1367	61	31	,	,	PUNCT
ajtas-1367	61	32	making	make	VERB
ajtas-1367	61	33	it	it	PRON
ajtas-1367	61	34	a	a	DET
ajtas-1367	61	35	game	game	NOUN
ajtas-1367	61	36	-	-	PUNCT
ajtas-1367	61	37	changer	changer	NOUN
ajtas-1367	61	38	for	for	ADP
ajtas-1367	61	39	industries	industry	NOUN
ajtas-1367	61	40	and	and	CCONJ
ajtas-1367	61	41	research	research	NOUN
ajtas-1367	61	42	alike	alike	ADV
ajtas-1367	61	43	.	.	PUNCT
ajtas-1367	62	1	embracing	embrace	VERB
ajtas-1367	62	2	python	python	NOUN
ajtas-1367	62	3	and	and	CCONJ
ajtas-1367	62	4	ai	ai	VERB
ajtas-1367	62	5	for	for	ADP
ajtas-1367	62	6	video	video	NOUN
ajtas-1367	62	7	data	datum	NOUN
ajtas-1367	62	8	extraction	extraction	NOUN
ajtas-1367	62	9	is	be	AUX
ajtas-1367	62	10	not	not	PART
ajtas-1367	62	11	just	just	ADV
ajtas-1367	62	12	an	an	DET
ajtas-1367	62	13	option	option	NOUN
ajtas-1367	62	14	;	;	PUNCT
ajtas-1367	62	15	it	it	PRON
ajtas-1367	62	16	's	be	AUX
ajtas-1367	62	17	an	an	DET
ajtas-1367	62	18	imperative	imperative	ADJ
ajtas-1367	62	19	step	step	NOUN
ajtas-1367	62	20	toward	toward	ADP
ajtas-1367	62	21	staying	stay	VERB
ajtas-1367	62	22	at	at	ADP
ajtas-1367	62	23	the	the	DET
ajtas-1367	62	24	forefront	forefront	NOUN
ajtas-1367	62	25	of	of	ADP
ajtas-1367	62	26	data	data	NOUN
ajtas-1367	62	27	-	-	PUNCT
ajtas-1367	62	28	driven	drive	VERB
ajtas-1367	62	29	decision	decision	NOUN
ajtas-1367	62	30	-	-	PUNCT
ajtas-1367	62	31	making	making	NOUN
ajtas-1367	62	32	in	in	ADP
ajtas-1367	62	33	the	the	DET
ajtas-1367	62	34	digital	digital	ADJ
ajtas-1367	62	35	age	age	NOUN
ajtas-1367	62	36	.	.	PUNCT
ajtas-1367	63	1	references	reference	NOUN
ajtas-1367	63	2	:	:	PUNCT
ajtas-1367	63	3	1	1	NUM
ajtas-1367	63	4	.	.	X
ajtas-1367	63	5	bakhromjon	bakhromjon	NOUN
ajtas-1367	63	6	s.	s.	PROPN
ajtas-1367	63	7	генерация	генерация	PROPN
ajtas-1367	63	8	автоматической	автоматической	PROPN
ajtas-1367	63	9	документации	документации	ADJ
ajtas-1367	63	10	api	api	NOUN
ajtas-1367	63	11	в	в	PROPN
ajtas-1367	63	12	django	django	PROPN
ajtas-1367	63	13	rest	rest	NOUN
ajtas-1367	63	14	framework	framework	NOUN
ajtas-1367	63	15	с	с	PROPN
ajtas-1367	63	16	применением	применением	PROPN
ajtas-1367	63	17	drf	drf	PROPN
ajtas-1367	63	18	spectacular	spectacular	ADJ
ajtas-1367	63	19	//потомки	//потомки	PUNCT
ajtas-1367	63	20	аль	аль	NOUN
ajtas-1367	63	21	-	-	PUNCT
ajtas-1367	63	22	фаргани	фаргани	NOUN
ajtas-1367	63	23	.	.	PUNCT
ajtas-1367	63	24	–	–	PUNCT
ajtas-1367	63	25	2023	2023	NUM
ajtas-1367	63	26	.	.	PUNCT
ajtas-1367	64	1	–	–	PUNCT
ajtas-1367	64	2	т	т	X
ajtas-1367	64	3	.	.	NOUN
ajtas-1367	64	4	1	1	NUM
ajtas-1367	64	5	.	.	X
ajtas-1367	64	6	–	–	PUNCT
ajtas-1367	64	7	№	№	NOUN
ajtas-1367	64	8	.	.	NOUN
ajtas-1367	65	1	2	2	NUM
ajtas-1367	65	2	.	.	X
ajtas-1367	65	3	–	–	PUNCT
ajtas-1367	65	4	с	с	PROPN
ajtas-1367	65	5	.	.	PROPN
ajtas-1367	65	6	61	61	NUM
ajtas-1367	65	7	-	-	SYM
ajtas-1367	65	8	66	66	NUM
ajtas-1367	65	9	.	.	PUNCT
ajtas-1367	66	1	2	2	X
ajtas-1367	66	2	.	.	X
ajtas-1367	66	3	kayumov	kayumov	ADJ
ajtas-1367	66	4	a.	a.	NOUN
ajtas-1367	66	5	et	et	PROPN
ajtas-1367	66	6	al	al	PROPN
ajtas-1367	66	7	.	.	PROPN
ajtas-1367	66	8	python	python	PROPN
ajtas-1367	66	9	dasturlash	dasturlash	NOUN
ajtas-1367	66	10	tilida	tilida	PROPN
ajtas-1367	66	11	rasmlar	rasmlar	PROPN
ajtas-1367	66	12	bilan	bilan	PROPN
ajtas-1367	66	13	ishlash	ishlash	NOUN
ajtas-1367	66	14	.	.	PUNCT
ajtas-1367	67	1	pillow	pillow	NOUN
ajtas-1367	67	2	moduli	modulus	NOUN
ajtas-1367	67	3	//research	//research	PUNCT
ajtas-1367	67	4	and	and	CCONJ
ajtas-1367	67	5	implementation	implementation	NOUN
ajtas-1367	67	6	.	.	PUNCT
ajtas-1367	68	1	–	–	PUNCT
ajtas-1367	68	2	2023	2023	NUM
ajtas-1367	68	3	.	.	PUNCT
ajtas-1367	69	1	3	3	X
ajtas-1367	69	2	.	.	X
ajtas-1367	69	3	soliev	soliev	PROPN
ajtas-1367	69	4	b.	b.	PROPN
ajtas-1367	69	5	n.	n.	PROPN
ajtas-1367	69	6	,	,	PUNCT
ajtas-1367	69	7	kizi	kizi	PROPN
ajtas-1367	69	8	abdurasulova	abdurasulova	PROPN
ajtas-1367	69	9	d.	d.	PROPN
ajtas-1367	69	10	b.	b.	PROPN
ajtas-1367	69	11	,	,	PUNCT
ajtas-1367	69	12	yakubov	yakubov	PROPN
ajtas-1367	69	13	m.	m.	PROPN
ajtas-1367	69	14	s.	s.	PROPN
ajtas-1367	69	15	using	use	VERB
ajtas-1367	69	16	ginja	ginja	NOUN
ajtas-1367	69	17	templates	template	NOUN
ajtas-1367	69	18	to	to	PART
ajtas-1367	69	19	create	create	VERB
ajtas-1367	69	20	e	e	NOUN
ajtas-1367	69	21	-	-	NOUN
ajtas-1367	69	22	commerce	commerce	NOUN
ajtas-1367	69	23	platforms	platform	NOUN
ajtas-1367	69	24	//publishing	//publishing	PUNCT
ajtas-1367	69	25	house	house	NOUN
ajtas-1367	69	26	“	"	PUNCT
ajtas-1367	69	27	baltija	baltija	NOUN
ajtas-1367	69	28	publishing	publishing	NOUN
ajtas-1367	69	29	”	"	PUNCT
ajtas-1367	69	30	.	.	PUNCT
ajtas-1367	70	1	–	–	PUNCT
ajtas-1367	70	2	2023	2023	NUM
ajtas-1367	70	3	.	.	PUNCT
ajtas-1367	71	1	american	american	ADJ
ajtas-1367	71	2	journal	journal	PROPN
ajtas-1367	71	3	of	of	ADP
ajtas-1367	71	4	technology	technology	NOUN
ajtas-1367	71	5	and	and	CCONJ
ajtas-1367	71	6	applied	apply	VERB
ajtas-1367	71	7	sciences	science	NOUN
ajtas-1367	71	8	volume	volume	NOUN
ajtas-1367	71	9	17	17	NUM
ajtas-1367	71	10	,	,	PUNCT
ajtas-1367	71	11	oct	oct	PROPN
ajtas-1367	71	12	.	.	PROPN
ajtas-1367	71	13	2023	2023	NUM
ajtas-1367	71	14	p	p	NOUN
ajtas-1367	71	15	a	a	DET
ajtas-1367	71	16	g	g	NOUN
ajtas-1367	71	17	e	e	NOUN
ajtas-1367	71	18	|	|	NOUN
ajtas-1367	71	19	31	31	NUM
ajtas-1367	71	20	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-1367	71	21	4	4	NUM
ajtas-1367	71	22	.	.	PUNCT
ajtas-1367	71	23	abrorjon	abrorjon	PROPN
ajtas-1367	71	24	kholmatov	kholmatov	PROPN
ajtas-1367	71	25	.	.	PUNCT
ajtas-1367	72	1	(	(	PUNCT
ajtas-1367	72	2	2023	2023	NUM
ajtas-1367	72	3	)	)	PUNCT
ajtas-1367	72	4	.	.	PUNCT
ajtas-1367	73	1	widely	widely	ADV
ajtas-1367	73	2	used	use	VERB
ajtas-1367	73	3	libraries	library	NOUN
ajtas-1367	73	4	in	in	ADP
ajtas-1367	73	5	the	the	DET
ajtas-1367	73	6	javascript	javascript	NOUN
ajtas-1367	73	7	programming	programming	NOUN
ajtas-1367	73	8	language	language	NOUN
ajtas-1367	73	9	and	and	CCONJ
ajtas-1367	73	10	their	their	PRON
ajtas-1367	73	11	capabilities	capability	NOUN
ajtas-1367	73	12	.	.	PUNCT
ajtas-1367	74	1	intent	intent	ADJ
ajtas-1367	74	2	research	research	NOUN
ajtas-1367	74	3	scientific	scientific	ADJ
ajtas-1367	74	4	journal	journal	NOUN
ajtas-1367	74	5	,	,	PUNCT
ajtas-1367	74	6	2(10	2(10	NUM
ajtas-1367	74	7	)	)	PUNCT
ajtas-1367	74	8	,	,	PUNCT
ajtas-1367	74	9	18–25	18–25	NUM
ajtas-1367	74	10	.	.	PUNCT
ajtas-1367	74	11	retrieved	retrieve	VERB
ajtas-1367	74	12	from	from	ADP
ajtas-1367	74	13	https://intentresearch.org/index.php/irsj/article/view/220	https://intentresearch.org/index.php/irsj/article/view/220	PROPN
ajtas-1367	74	14	5	5	NUM
ajtas-1367	74	15	.	.	PUNCT
ajtas-1367	75	1	konev	konev	PROPN
ajtas-1367	75	2	y.	y.	PROPN
ajtas-1367	75	3	b.	b.	PROPN
ajtas-1367	75	4	et	et	PROPN
ajtas-1367	75	5	al	al	PROPN
ajtas-1367	75	6	.	.	PUNCT
ajtas-1367	76	1	a	a	DET
ajtas-1367	76	2	kinetic	kinetic	ADJ
ajtas-1367	76	3	model	model	NOUN
ajtas-1367	76	4	of	of	ADP
ajtas-1367	76	5	multi	multi	ADJ
ajtas-1367	76	6	-	-	ADJ
ajtas-1367	76	7	quantum	quantum	ADJ
ajtas-1367	76	8	vibrational	vibrational	NOUN
ajtas-1367	76	9	exchange	exchange	NOUN
ajtas-1367	76	10	in	in	ADP
ajtas-1367	76	11	co	co	NOUN
ajtas-1367	76	12	//journal	//journal	PROPN
ajtas-1367	76	13	of	of	ADP
ajtas-1367	76	14	physics	physics	NOUN
ajtas-1367	76	15	d	d	PROPN
ajtas-1367	76	16	:	:	PUNCT
ajtas-1367	76	17	applied	applied	ADJ
ajtas-1367	76	18	physics	physics	NOUN
ajtas-1367	76	19	.	.	PUNCT
ajtas-1367	76	20	–	–	PUNCT
ajtas-1367	76	21	1994	1994	NUM
ajtas-1367	76	22	.	.	PUNCT
ajtas-1367	77	1	–	–	PUNCT
ajtas-1367	77	2	т	т	X
ajtas-1367	77	3	.	.	PROPN
ajtas-1367	77	4	27	27	NUM
ajtas-1367	77	5	.	.	PUNCT
ajtas-1367	78	1	–	–	PUNCT
ajtas-1367	78	2	№	№	NOUN
ajtas-1367	78	3	.	.	PUNCT
ajtas-1367	79	1	10	10	NUM
ajtas-1367	79	2	.	.	PUNCT
ajtas-1367	79	3	–	–	PUNCT
ajtas-1367	79	4	с	с	PROPN
ajtas-1367	79	5	.	.	PROPN
ajtas-1367	79	6	2054	2054	NUM
ajtas-1367	79	7	.	.	PUNCT
ajtas-1367	80	1	6	6	NUM
ajtas-1367	80	2	.	.	X
ajtas-1367	80	3	konev	konev	PROPN
ajtas-1367	80	4	y.	y.	PROPN
ajtas-1367	80	5	b.	b.	PROPN
ajtas-1367	80	6	et	et	PROPN
ajtas-1367	80	7	al	al	PROPN
ajtas-1367	80	8	.	.	PROPN
ajtas-1367	80	9	calculation	calculation	NOUN
ajtas-1367	80	10	of	of	ADP
ajtas-1367	80	11	the	the	DET
ajtas-1367	80	12	kinetics	kinetic	NOUN
ajtas-1367	80	13	of	of	ADP
ajtas-1367	80	14	a	a	DET
ajtas-1367	80	15	co	co	NOUN
ajtas-1367	80	16	laser	laser	NOUN
ajtas-1367	80	17	allowing	allow	VERB
ajtas-1367	80	18	for	for	ADP
ajtas-1367	80	19	multiquantum	multiquantum	NOUN
ajtas-1367	80	20	vv	vv	ADP
ajtas-1367	80	21	exchange	exchange	NOUN
ajtas-1367	80	22	//quantum	//quantum	PUNCT
ajtas-1367	80	23	electronics	electronic	NOUN
ajtas-1367	80	24	.	.	PUNCT
ajtas-1367	80	25	–	–	PUNCT
ajtas-1367	80	26	1994	1994	NUM
ajtas-1367	80	27	.	.	PUNCT
ajtas-1367	81	1	–	–	PUNCT
ajtas-1367	81	2	т	т	X
ajtas-1367	81	3	.	.	PROPN
ajtas-1367	81	4	24	24	NUM
ajtas-1367	81	5	.	.	PUNCT
ajtas-1367	81	6	–	–	PUNCT
ajtas-1367	81	7	№	№	NOUN
ajtas-1367	81	8	.	.	NOUN
ajtas-1367	82	1	2	2	NUM
ajtas-1367	82	2	.	.	X
ajtas-1367	82	3	–	–	PUNCT
ajtas-1367	82	4	с	с	PROPN
ajtas-1367	82	5	.	.	PROPN
ajtas-1367	82	6	124	124	NUM
ajtas-1367	82	7	.	.	PUNCT
ajtas-1367	83	1	7	7	X
ajtas-1367	83	2	.	.	X
ajtas-1367	83	3	xayitov	xayitov	PROPN
ajtas-1367	83	4	a.	a.	PROPN
ajtas-1367	83	5	,	,	PUNCT
ajtas-1367	83	6	mirzakarimov	mirzakarimov	PROPN
ajtas-1367	83	7	b.	b.	PROPN
ajtas-1367	83	8	использование	использование	PROPN
ajtas-1367	83	9	методов	методов	VERB
ajtas-1367	83	10	биометрической	биометрической	PROPN
ajtas-1367	84	1	аутентификации	аутентификации	PROPN
ajtas-1367	84	2	для	для	PROPN
ajtas-1367	84	3	защиты	защиты	NOUN
ajtas-1367	84	4	данных	данных	PROPN
ajtas-1367	84	5	в	в	PROPN
ajtas-1367	84	6	компьютерных	компьютерных	PROPN
ajtas-1367	84	7	системах	системах	PROPN
ajtas-1367	84	8	от	от	PRON
ajtas-1367	84	9	несанкционированного	несанкционированного	NOUN
ajtas-1367	84	10	доступа	доступа	PROPN
ajtas-1367	84	11	или	или	PROPN
ajtas-1367	84	12	нарушений	нарушений	PROPN
ajtas-1367	84	13	//потомки	//потомки	PUNCT
ajtas-1367	84	14	аль	аль	NOUN
ajtas-1367	84	15	-	-	PUNCT
ajtas-1367	84	16	фаргани	фаргани	NOUN
ajtas-1367	84	17	.	.	PUNCT
ajtas-1367	85	1	–	–	PUNCT
ajtas-1367	85	2	2023	2023	NUM
ajtas-1367	85	3	.	.	PUNCT
ajtas-1367	86	1	–	–	PUNCT
ajtas-1367	86	2	т	т	X
ajtas-1367	86	3	.	.	NOUN
ajtas-1367	86	4	1	1	NUM
ajtas-1367	86	5	.	.	X
ajtas-1367	86	6	–	–	PUNCT
ajtas-1367	86	7	№	№	NOUN
ajtas-1367	86	8	.	.	NOUN
ajtas-1367	87	1	2	2	NUM
ajtas-1367	87	2	.	.	X
ajtas-1367	87	3	–	–	PUNCT
ajtas-1367	87	4	с	с	PROPN
ajtas-1367	87	5	.	.	PROPN
ajtas-1367	88	1	33	33	NUM
ajtas-1367	88	2	-	-	SYM
ajtas-1367	88	3	36	36	NUM
ajtas-1367	88	4	.	.	NOUN
ajtas-1367	89	1	8	8	NUM
ajtas-1367	89	2	.	.	X
ajtas-1367	89	3	andreev	andreev	PROPN
ajtas-1367	89	4	s.	s.	PROPN
ajtas-1367	89	5	n.	n.	PROPN
ajtas-1367	89	6	et	et	PROPN
ajtas-1367	89	7	al	al	PROPN
ajtas-1367	89	8	.	.	PROPN
ajtas-1367	89	9	effect	effect	NOUN
ajtas-1367	89	10	of	of	ADP
ajtas-1367	89	11	collisions	collision	NOUN
ajtas-1367	89	12	on	on	ADP
ajtas-1367	89	13	the	the	DET
ajtas-1367	89	14	distribution	distribution	NOUN
ajtas-1367	89	15	of	of	ADP
ajtas-1367	89	16	molecules	molecule	NOUN
ajtas-1367	89	17	with	with	ADP
ajtas-1367	89	18	respect	respect	NOUN
ajtas-1367	89	19	to	to	ADP
ajtas-1367	89	20	vibrational	vibrational	ADJ
ajtas-1367	89	21	levels	level	NOUN
ajtas-1367	89	22	of	of	ADP
ajtas-1367	89	23	excited	excited	ADJ
ajtas-1367	89	24	electronic	electronic	ADJ
ajtas-1367	89	25	states	state	NOUN
ajtas-1367	89	26	in	in	ADP
ajtas-1367	89	27	a	a	DET
ajtas-1367	89	28	gas	gas	NOUN
ajtas-1367	89	29	discharge	discharge	NOUN
ajtas-1367	89	30	//soviet	//soviet	PUNCT
ajtas-1367	90	1	physics	physics	NOUN
ajtas-1367	90	2	-	-	PUNCT
ajtas-1367	90	3	jetp	jetp	PROPN
ajtas-1367	90	4	.	.	PUNCT
ajtas-1367	91	1	–	–	PUNCT
ajtas-1367	91	2	1992	1992	NUM
ajtas-1367	91	3	.	.	PUNCT
ajtas-1367	92	1	–	–	PUNCT
ajtas-1367	92	2	т	т	X
ajtas-1367	92	3	.	.	PROPN
ajtas-1367	92	4	74	74	NUM
ajtas-1367	92	5	.	.	PUNCT
ajtas-1367	92	6	–	–	PUNCT
ajtas-1367	92	7	№	№	NOUN
ajtas-1367	92	8	.	.	NOUN
ajtas-1367	93	1	6	6	NUM
ajtas-1367	93	2	.	.	X
ajtas-1367	93	3	–	–	PUNCT
ajtas-1367	93	4	с	с	PROPN
ajtas-1367	93	5	.	.	PUNCT
ajtas-1367	93	6	923	923	NUM
ajtas-1367	93	7	-	-	NUM
ajtas-1367	93	8	932	932	NUM
ajtas-1367	93	9	.	.	NOUN
ajtas-1367	94	1	9	9	NUM
ajtas-1367	94	2	.	.	X
ajtas-1367	94	3	солиев	солиев	PROPN
ajtas-1367	95	1	б	б	PROPN
ajtas-1367	95	2	.	.	PUNCT
ajtas-1367	96	1	н	н	X
ajtas-1367	96	2	.	.	PUNCT
ajtas-1367	96	3	перспективы	перспективы	VERB
ajtas-1367	96	4	развития	развития	NOUN
ajtas-1367	96	5	электронной	электронной	PROPN
ajtas-1367	96	6	торговли	торговли	PROPN
ajtas-1367	96	7	и	и	PROPN
ajtas-1367	96	8	онлайн	онлайн	PROPN
ajtas-1367	96	9	-	-	PUNCT
ajtas-1367	96	10	курсов	курсов	ADJ
ajtas-1367	96	11	в	в	PROPN
ajtas-1367	96	12	узбекистане	узбекистане	PROPN
ajtas-1367	96	13	на	на	PROPN
ajtas-1367	96	14	основе	основе	PROPN
ajtas-1367	96	15	системы	системы	PROPN
ajtas-1367	96	16	lms	lms	PROPN
ajtas-1367	96	17	//исследования	//исследования	PUNCT
ajtas-1367	96	18	молодых	молодых	NOUN
ajtas-1367	96	19	ученых	ученых	NOUN
ajtas-1367	96	20	.	.	PUNCT
ajtas-1367	96	21	–	–	PUNCT
ajtas-1367	96	22	2020	2020	NUM
ajtas-1367	96	23	.	.	PUNCT
ajtas-1367	97	1	–	–	PUNCT
ajtas-1367	97	2	с	с	NOUN
ajtas-1367	97	3	.	.	PROPN
ajtas-1367	98	1	1	1	NUM
ajtas-1367	98	2	-	-	SYM
ajtas-1367	98	3	3	3	NUM
ajtas-1367	98	4	.	.	NOUN
ajtas-1367	98	5	10	10	NUM
ajtas-1367	98	6	.	.	PUNCT
ajtas-1367	98	7	xayitov	xayitov	PROPN
ajtas-1367	98	8	a.	a.	PROPN
ajtas-1367	98	9	,	,	PUNCT
ajtas-1367	98	10	mirzakarimov	mirzakarimov	PROPN
ajtas-1367	98	11	b.	b.	PROPN
ajtas-1367	99	1	the	the	DET
ajtas-1367	99	2	use	use	NOUN
ajtas-1367	99	3	of	of	ADP
ajtas-1367	99	4	biometric	biometric	ADJ
ajtas-1367	99	5	authentication	authentication	NOUN
ajtas-1367	99	6	techniques	technique	NOUN
ajtas-1367	99	7	for	for	ADP
ajtas-1367	99	8	safeguarding	safeguard	VERB
ajtas-1367	99	9	data	datum	NOUN
ajtas-1367	99	10	in	in	ADP
ajtas-1367	99	11	computer	computer	NOUN
ajtas-1367	99	12	systems	system	NOUN
ajtas-1367	99	13	against	against	ADP
ajtas-1367	99	14	unauthorized	unauthorized	ADJ
ajtas-1367	99	15	access	access	NOUN
ajtas-1367	99	16	or	or	CCONJ
ajtas-1367	99	17	breaches	breach	NOUN
ajtas-1367	99	18	//потомки	//потомки	PUNCT
ajtas-1367	99	19	аль	аль	NOUN
ajtas-1367	99	20	-	-	PUNCT
ajtas-1367	99	21	фаргани	фаргани	NOUN
ajtas-1367	99	22	.	.	PUNCT
ajtas-1367	99	23	–	–	PUNCT
ajtas-1367	99	24	2023	2023	NUM
ajtas-1367	99	25	.	.	PUNCT
ajtas-1367	100	1	–	–	PUNCT
ajtas-1367	100	2	т	т	X
ajtas-1367	100	3	.	.	NOUN
ajtas-1367	100	4	1	1	NUM
ajtas-1367	100	5	.	.	X
ajtas-1367	100	6	–	–	PUNCT
ajtas-1367	100	7	№	№	NOUN
ajtas-1367	100	8	.	.	NOUN
ajtas-1367	101	1	2	2	NUM
ajtas-1367	101	2	.	.	X
ajtas-1367	101	3	–	–	PUNCT
ajtas-1367	101	4	с	с	PROPN
ajtas-1367	101	5	.	.	PROPN
ajtas-1367	102	1	33	33	NUM
ajtas-1367	102	2	-	-	SYM
ajtas-1367	102	3	36	36	NUM
ajtas-1367	102	4	.	.	PUNCT
ajtas-1367	103	1	11	11	NUM
ajtas-1367	103	2	.	.	PUNCT
ajtas-1367	104	1	kayumov	kayumov	ADJ
ajtas-1367	104	2	a.	a.	NOUN
ajtas-1367	104	3	creating	create	VERB
ajtas-1367	104	4	an	an	DET
ajtas-1367	104	5	expert	expert	NOUN
ajtas-1367	104	6	system	system	NOUN
ajtas-1367	104	7	-	-	PUNCT
ajtas-1367	104	8	based	base	VERB
ajtas-1367	104	9	program	program	NOUN
ajtas-1367	104	10	to	to	PART
ajtas-1367	104	11	evaluate	evaluate	VERB
ajtas-1367	104	12	textile	textile	NOUN
ajtas-1367	104	13	machine	machine	NOUN
ajtas-1367	104	14	effectiveness	effectiveness	NOUN
ajtas-1367	104	15	//потомки	//потомки	SYM
ajtas-1367	104	16	аль	аль	NOUN
ajtas-1367	104	17	-	-	PUNCT
ajtas-1367	104	18	фаргани	фаргани	NOUN
ajtas-1367	104	19	.	.	PUNCT
ajtas-1367	105	1	–	–	PUNCT
ajtas-1367	105	2	2023	2023	NUM
ajtas-1367	105	3	.	.	PUNCT
ajtas-1367	106	1	–	–	PUNCT
ajtas-1367	106	2	т	т	X
ajtas-1367	106	3	.	.	NOUN
ajtas-1367	106	4	1	1	NUM
ajtas-1367	106	5	.	.	X
ajtas-1367	106	6	–	–	PUNCT
ajtas-1367	106	7	№	№	NOUN
ajtas-1367	106	8	.	.	NOUN
ajtas-1367	107	1	2	2	NUM
ajtas-1367	107	2	.	.	X
ajtas-1367	107	3	–	–	PUNCT
ajtas-1367	107	4	с	с	PROPN
ajtas-1367	107	5	.	.	PROPN
ajtas-1367	107	6	4952	4952	NUM
ajtas-1367	107	7	.	.	PUNCT
ajtas-1367	108	1	12	12	NUM
ajtas-1367	108	2	.	.	PUNCT
ajtas-1367	109	1	kayumov	kayumov	ADJ
ajtas-1367	109	2	a.	a.	NOUN
ajtas-1367	109	3	создание	создание	PROPN
ajtas-1367	109	4	на	на	PROPN
ajtas-1367	109	5	основе	основе	PROPN
ajtas-1367	109	6	экспертной	экспертной	PROPN
ajtas-1367	109	7	системы	системы	PROPN
ajtas-1367	109	8	программы	программы	PROPN
ajtas-1367	109	9	оценки	оценки	PROPN
ajtas-1367	109	10	эффективности	эффективности	PROPN
ajtas-1367	109	11	текстильных	текстильных	PROPN
ajtas-1367	109	12	машин	машин	PROPN
ajtas-1367	109	13	//потомки	//потомки	PROPN
ajtas-1367	109	14	аль	аль	NOUN
ajtas-1367	109	15	-	-	PUNCT
ajtas-1367	109	16	фаргани	фаргани	NOUN
ajtas-1367	109	17	.	.	PUNCT
ajtas-1367	110	1	–	–	PUNCT
ajtas-1367	110	2	2023	2023	NUM
ajtas-1367	110	3	.	.	PUNCT
ajtas-1367	111	1	–	–	PUNCT
ajtas-1367	111	2	т	т	X
ajtas-1367	111	3	.	.	NOUN
ajtas-1367	111	4	1	1	NUM
ajtas-1367	111	5	.	.	X
ajtas-1367	111	6	–	–	PUNCT
ajtas-1367	111	7	№	№	NOUN
ajtas-1367	111	8	.	.	NOUN
ajtas-1367	112	1	2	2	NUM
ajtas-1367	112	2	.	.	X
ajtas-1367	112	3	–	–	PUNCT
ajtas-1367	112	4	с	с	PROPN
ajtas-1367	112	5	.	.	PROPN
ajtas-1367	112	6	49	49	NUM
ajtas-1367	112	7	-	-	SYM
ajtas-1367	112	8	52	52	NUM
ajtas-1367	112	9	.	.	NOUN
ajtas-1367	112	10	13	13	NUM
ajtas-1367	112	11	.	.	NUM
ajtas-1367	113	1	sodikova	sodikova	PROPN
ajtas-1367	113	2	m.	m.	PROPN
ajtas-1367	113	3	mobil	mobil	PROPN
ajtas-1367	113	4	qurilmalar	qurilmalar	PROPN
ajtas-1367	113	5	ishlab	ishlab	PROPN
ajtas-1367	113	6	chiqish	chiqish	ADJ
ajtas-1367	113	7	fanini	fanini	NOUN
ajtas-1367	113	8	o	o	NOUN
ajtas-1367	113	9	‘	'	PUNCT
ajtas-1367	113	10	qitishda	qitishda	ADV
ajtas-1367	113	11	sun’iy	sun’iy	ADJ
ajtas-1367	113	12	intellektning	intellektne	VERB
ajtas-1367	113	13	roli	roli	NOUN
ajtas-1367	113	14	//research	//research	PUNCT
ajtas-1367	113	15	and	and	CCONJ
ajtas-1367	113	16	implementation	implementation	NOUN
ajtas-1367	113	17	.	.	PUNCT
ajtas-1367	114	1	–	–	PUNCT
ajtas-1367	114	2	2023	2023	NUM
ajtas-1367	114	3	.	.	PUNCT
ajtas-1367	115	1	–	–	PUNCT
ajtas-1367	115	2	т	т	X
ajtas-1367	115	3	.	.	NOUN
ajtas-1367	115	4	1	1	NUM
ajtas-1367	115	5	.	.	X
ajtas-1367	115	6	–	–	PUNCT
ajtas-1367	115	7	№	№	NOUN
ajtas-1367	115	8	.	.	NOUN
ajtas-1367	116	1	2	2	NUM
ajtas-1367	116	2	.	.	X
ajtas-1367	116	3	–	–	PUNCT
ajtas-1367	116	4	с	с	PROPN
ajtas-1367	116	5	.	.	PROPN
ajtas-1367	116	6	79	79	NUM
ajtas-1367	116	7	-	-	SYM
ajtas-1367	116	8	83	83	NUM
ajtas-1367	116	9	.	.	PUNCT
ajtas-1367	117	1	14	14	NUM
ajtas-1367	117	2	.	.	PUNCT
ajtas-1367	118	1	mamatov	mamatov	PROPN
ajtas-1367	118	2	a.	a.	PROPN
ajtas-1367	118	3	,	,	PUNCT
ajtas-1367	118	4	zulunov	zulunov	PROPN
ajtas-1367	118	5	r.	r.	PROPN
ajtas-1367	118	6	,	,	PUNCT
ajtas-1367	118	7	sodikova	sodikova	VERB
ajtas-1367	118	8	m.	m.	NOUN
ajtas-1367	118	9	application	application	NOUN
ajtas-1367	118	10	of	of	ADP
ajtas-1367	118	11	variational	variational	ADJ
ajtas-1367	118	12	grid	grid	NOUN
ajtas-1367	118	13	method	method	NOUN
ajtas-1367	118	14	for	for	ADP
ajtas-1367	118	15	the	the	DET
ajtas-1367	118	16	solution	solution	NOUN
ajtas-1367	118	17	of	of	ADP
ajtas-1367	118	18	the	the	DET
ajtas-1367	118	19	problem	problem	NOUN
ajtas-1367	118	20	on	on	ADP
ajtas-1367	118	21	determining	determine	VERB
ajtas-1367	118	22	mosture	mosture	NOUN
ajtas-1367	118	23	content	content	NOUN
ajtas-1367	118	24	of	of	ADP
ajtas-1367	118	25	raw	raw	ADJ
ajtas-1367	118	26	cotton	cotton	NOUN
ajtas-1367	118	27	in	in	ADP
ajtas-1367	118	28	a	a	DET
ajtas-1367	118	29	drum	drum	NOUN
ajtas-1367	118	30	dryer	dryer	NOUN
ajtas-1367	118	31	//the	//the	DET
ajtas-1367	118	32	american	american	PROPN
ajtas-1367	118	33	journal	journal	PROPN
ajtas-1367	118	34	of	of	ADP
ajtas-1367	118	35	engineering	engineering	NOUN
ajtas-1367	118	36	and	and	CCONJ
ajtas-1367	118	37	technology	technology	NOUN
ajtas-1367	118	38	.	.	PUNCT
ajtas-1367	119	1	–	–	PUNCT
ajtas-1367	119	2	2021	2021	NUM
ajtas-1367	119	3	.	.	PUNCT
ajtas-1367	120	1	–	–	PUNCT
ajtas-1367	120	2	т	т	X
ajtas-1367	120	3	.	.	NOUN
ajtas-1367	120	4	3	3	NUM
ajtas-1367	120	5	.	.	X
ajtas-1367	120	6	–	–	PUNCT
ajtas-1367	120	7	№	№	NOUN
ajtas-1367	120	8	.	.	PUNCT
ajtas-1367	121	1	02	02	NUM
ajtas-1367	121	2	.	.	PUNCT
ajtas-1367	121	3	–	–	PUNCT
ajtas-1367	121	4	с	с	PROPN
ajtas-1367	121	5	.	.	PROPN
ajtas-1367	121	6	75	75	NUM
ajtas-1367	121	7	-	-	SYM
ajtas-1367	121	8	82	82	NUM
ajtas-1367	121	9	.	.	NOUN
ajtas-1367	121	10	15	15	NUM
ajtas-1367	121	11	.	.	X
ajtas-1367	122	1	muminjonovich	muminjonovich	PROPN
ajtas-1367	122	2	,	,	PUNCT
ajtas-1367	122	3	hoshimov	hoshimov	ADJ
ajtas-1367	122	4	bahodirjon	bahodirjon	NOUN
ajtas-1367	122	5	,	,	PUNCT
ajtas-1367	122	6	and	and	CCONJ
ajtas-1367	122	7	uzokov	uzokov	ADJ
ajtas-1367	122	8	barhayot	barhayot	ADJ
ajtas-1367	122	9	muhammadiyevich	muhammadiyevich	NOUN
ajtas-1367	122	10	.	.	PUNCT
ajtas-1367	123	1	"	"	PUNCT
ajtas-1367	123	2	teaching	teach	VERB
ajtas-1367	123	3	children	child	NOUN
ajtas-1367	123	4	to	to	AUX
ajtas-1367	123	5	programming	program	VERB
ajtas-1367	123	6	on	on	ADP
ajtas-1367	123	7	the	the	DET
ajtas-1367	123	8	example	example	NOUN
ajtas-1367	123	9	of	of	ADP
ajtas-1367	123	10	the	the	DET
ajtas-1367	123	11	scratch	scratch	NOUN
ajtas-1367	123	12	program	program	NOUN
ajtas-1367	123	13	.	.	PUNCT
ajtas-1367	123	14	"	"	PUNCT
ajtas-1367	124	1	eurasian	eurasian	ADJ
ajtas-1367	124	2	scientific	scientific	ADJ
ajtas-1367	124	3	herald	herald	NOUN
ajtas-1367	124	4	9	9	NUM
ajtas-1367	124	5	(	(	PUNCT
ajtas-1367	124	6	2022	2022	NUM
ajtas-1367	124	7	):	):	PUNCT
ajtas-1367	124	8	131	131	NUM
ajtas-1367	124	9	-	-	SYM
ajtas-1367	124	10	134	134	NUM
ajtas-1367	124	11	.	.	PUNCT
ajtas-1367	124	12	16	16	NUM
ajtas-1367	124	13	.	.	PUNCT
ajtas-1367	125	1	abdurasulova	abdurasulova	PROPN
ajtas-1367	125	2	d.	d.	PROPN
ajtas-1367	125	3	b.	b.	PROPN
ajtas-1367	125	4	q.	q.	PROPN
ajtas-1367	125	5	,	,	PUNCT
ajtas-1367	125	6	yakubov	yakubov	PROPN
ajtas-1367	125	7	m.	m.	PROPN
ajtas-1367	125	8	s.	s.	PROPN
ajtas-1367	125	9	yuk	yuk	PROPN
ajtas-1367	125	10	oqimlarini	oqimlarini	PROPN
ajtas-1367	125	11	boshqarishni	boshqarishni	PROPN
ajtas-1367	125	12	tashkil	tashkil	PROPN
ajtas-1367	125	13	etishning	etishning	PROPN
ajtas-1367	125	14	o'ziga	o'ziga	PROPN
ajtas-1367	125	15	xos	xos	PROPN
ajtas-1367	125	16	xususiyatlari	xususiyatlari	PROPN
ajtas-1367	125	17	//academic	//academic	PROPN
ajtas-1367	125	18	research	research	NOUN
ajtas-1367	125	19	in	in	ADP
ajtas-1367	125	20	educational	educational	ADJ
ajtas-1367	125	21	sciences	science	NOUN
ajtas-1367	125	22	.	.	PUNCT
ajtas-1367	126	1	–	–	PUNCT
ajtas-1367	126	2	2022	2022	NUM
ajtas-1367	126	3	.	.	PUNCT
ajtas-1367	127	1	–	–	PUNCT
ajtas-1367	127	2	т	т	X
ajtas-1367	127	3	.	.	NOUN
ajtas-1367	127	4	3	3	NUM
ajtas-1367	127	5	.	.	X
ajtas-1367	127	6	–	–	PUNCT
ajtas-1367	127	7	№	№	NOUN
ajtas-1367	127	8	.	.	PUNCT
ajtas-1367	128	1	3	3	X
ajtas-1367	128	2	.	.	X
ajtas-1367	128	3	–	–	PUNCT
ajtas-1367	128	4	с	с	NOUN
ajtas-1367	128	5	.	.	PUNCT
ajtas-1367	128	6	734	734	NUM
ajtas-1367	128	7	-	-	SYM
ajtas-1367	128	8	737	737	NUM
ajtas-1367	128	9	.	.	PUNCT
ajtas-1367	128	10	17	17	NUM
ajtas-1367	128	11	.	.	X
ajtas-1367	128	12	soliev	soliev	PROPN
ajtas-1367	128	13	b.	b.	PROPN
ajtas-1367	128	14	n.	n.	PROPN
ajtas-1367	128	15	,	,	PUNCT
ajtas-1367	128	16	abdurasulova	abdurasulova	PROPN
ajtas-1367	128	17	d.	d.	PROPN
ajtas-1367	128	18	,	,	PUNCT
ajtas-1367	128	19	yakubov	yakubov	PROPN
ajtas-1367	128	20	m.	m.	PROPN
ajtas-1367	128	21	s.	s.	PROPN
ajtas-1367	129	1	using	use	VERB
ajtas-1367	129	2	the	the	DET
ajtas-1367	129	3	django	django	NOUN
ajtas-1367	129	4	framework	framework	NOUN
ajtas-1367	129	5	for	for	ADP
ajtas-1367	129	6	ecommerce	ecommerce	NOUN
ajtas-1367	129	7	processes	process	NOUN
ajtas-1367	129	8	//journal	//journal	PUNCT
ajtas-1367	129	9	of	of	ADP
ajtas-1367	129	10	integrated	integrate	VERB
ajtas-1367	129	11	education	education	NOUN
ajtas-1367	129	12	and	and	CCONJ
ajtas-1367	129	13	research	research	NOUN
ajtas-1367	129	14	.	.	PUNCT
ajtas-1367	130	1	–	–	PUNCT
ajtas-1367	130	2	2022	2022	NUM
ajtas-1367	130	3	.	.	PUNCT
ajtas-1367	131	1	–	–	PUNCT
ajtas-1367	131	2	т	т	X
ajtas-1367	131	3	.	.	NOUN
ajtas-1367	131	4	1	1	NUM
ajtas-1367	131	5	.	.	X
ajtas-1367	131	6	–	–	PUNCT
ajtas-1367	131	7	№	№	NOUN
ajtas-1367	131	8	.	.	NOUN
ajtas-1367	132	1	6	6	NUM
ajtas-1367	132	2	.	.	X
ajtas-1367	132	3	–	–	PUNCT
ajtas-1367	132	4	с	с	PROPN
ajtas-1367	132	5	.	.	PROPN
ajtas-1367	132	6	229	229	NUM
ajtas-1367	132	7	-	-	SYM
ajtas-1367	132	8	233	233	NUM
ajtas-1367	132	9	.	.	PUNCT
ajtas-1367	132	10	18	18	NUM
ajtas-1367	132	11	.	.	PUNCT
ajtas-1367	133	1	samijonov	samijonov	NOUN
ajtas-1367	133	2	a.	a.	PROPN
ajtas-1367	133	3	et	et	PROPN
ajtas-1367	133	4	al	al	PROPN
ajtas-1367	133	5	.	.	PROPN
ajtas-1367	134	1	gradient	gradient	ADJ
ajtas-1367	134	2	method	method	NOUN
ajtas-1367	134	3	for	for	ADP
ajtas-1367	134	4	determining	determine	VERB
ajtas-1367	134	5	non	non	ADJ
ajtas-1367	134	6	-	-	ADJ
ajtas-1367	134	7	informative	informative	ADJ
ajtas-1367	134	8	features	feature	NOUN
ajtas-1367	134	9	on	on	ADP
ajtas-1367	134	10	the	the	DET
ajtas-1367	134	11	basis	basis	NOUN
ajtas-1367	134	12	of	of	ADP
ajtas-1367	134	13	a	a	DET
ajtas-1367	134	14	homogeneous	homogeneous	ADJ
ajtas-1367	134	15	criterion	criterion	NOUN
ajtas-1367	134	16	with	with	ADP
ajtas-1367	134	17	a	a	DET
ajtas-1367	134	18	positive	positive	ADJ
ajtas-1367	134	19	degree	degree	NOUN
ajtas-1367	134	20	//iop	//iop	NOUN
ajtas-1367	134	21	conference	conference	NOUN
ajtas-1367	134	22	series	series	NOUN
ajtas-1367	134	23	:	:	PUNCT
ajtas-1367	134	24	materials	material	NOUN
ajtas-1367	134	25	science	science	NOUN
ajtas-1367	134	26	and	and	CCONJ
ajtas-1367	134	27	engineering	engineering	NOUN
ajtas-1367	134	28	.	.	PUNCT
ajtas-1367	135	1	–	–	PUNCT
ajtas-1367	135	2	iop	iop	NOUN
ajtas-1367	135	3	publishing	publishing	NOUN
ajtas-1367	135	4	,	,	PUNCT
ajtas-1367	135	5	2020	2020	NUM
ajtas-1367	135	6	.	.	PUNCT
ajtas-1367	136	1	–	–	PUNCT
ajtas-1367	136	2	т	т	X
ajtas-1367	136	3	.	.	NOUN
ajtas-1367	136	4	919	919	NUM
ajtas-1367	136	5	.	.	PUNCT
ajtas-1367	136	6	–	–	PUNCT
ajtas-1367	136	7	№	№	NOUN
ajtas-1367	136	8	.	.	PUNCT
ajtas-1367	137	1	4	4	NUM
ajtas-1367	137	2	.	.	X
ajtas-1367	137	3	–	–	PUNCT
ajtas-1367	137	4	с	с	PROPN
ajtas-1367	137	5	.	.	PUNCT
ajtas-1367	137	6	042011	042011	NUM
ajtas-1367	137	7	.	.	PUNCT
ajtas-1367	138	1	https://intentresearch.org/index.php/irsj/article/view/220	https://intentresearch.org/index.php/irsj/article/view/220	ADJ
ajtas-1367	138	2	american	american	PROPN
ajtas-1367	138	3	journal	journal	NOUN
ajtas-1367	138	4	of	of	ADP
ajtas-1367	138	5	technology	technology	NOUN
ajtas-1367	138	6	and	and	CCONJ
ajtas-1367	138	7	applied	apply	VERB
ajtas-1367	138	8	sciences	science	NOUN
ajtas-1367	138	9	volume	volume	NOUN
ajtas-1367	138	10	17	17	NUM
ajtas-1367	138	11	,	,	PUNCT
ajtas-1367	138	12	oct	oct	PROPN
ajtas-1367	138	13	.	.	PROPN
ajtas-1367	138	14	2023	2023	NUM
ajtas-1367	138	15	p	p	NOUN
ajtas-1367	138	16	a	a	PRON
ajtas-1367	138	17	g	g	NOUN
ajtas-1367	138	18	e	e	NOUN
ajtas-1367	138	19	|	|	ADV
ajtas-1367	138	20	32	32	NUM
ajtas-1367	138	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-1367	138	22	19	19	NUM
ajtas-1367	138	23	.	.	PUNCT
ajtas-1367	139	1	asrayev	asrayev	PROPN
ajtas-1367	139	2	m.	m.	NOUN
ajtas-1367	139	3	0	0	NUM
ajtas-1367	139	4	-	-	PUNCT
ajtas-1367	139	5	tartibli	tartibli	NOUN
ajtas-1367	139	6	bir	bir	PROPN
ajtas-1367	139	7	jinsli	jinsli	PROPN
ajtas-1367	139	8	funksionallar	funksionallar	PROPN
ajtas-1367	139	9	ko	ko	PROPN
ajtas-1367	139	10	‘	'	PUNCT
ajtas-1367	139	11	rinishidagi	rinishidagi	NOUN
ajtas-1367	139	12	sodda	sodda	NOUN
ajtas-1367	139	13	mezonlar	mezonlar	ADJ
ajtas-1367	139	14	uchun	uchun	PROPN
ajtas-1367	139	15	l	l	NOUN
ajtas-1367	139	16	informativ	informativ	PROPN
ajtas-1367	139	17	belgilar	belgilar	ADJ
ajtas-1367	139	18	majmuasini	majmuasini	NOUN
ajtas-1367	139	19	aniqlash	aniqlash	NOUN
ajtas-1367	139	20	usullari	usullari	ADJ
ajtas-1367	139	21	//потомки	//потомки	PUNCT
ajtas-1367	139	22	аль	аль	NOUN
ajtas-1367	139	23	-	-	PUNCT
ajtas-1367	139	24	фаргани	фаргани	NOUN
ajtas-1367	139	25	.	.	PUNCT
ajtas-1367	139	26	–	–	PUNCT
ajtas-1367	139	27	2023	2023	NUM
ajtas-1367	139	28	.	.	PUNCT
ajtas-1367	140	1	–	–	PUNCT
ajtas-1367	140	2	т	т	X
ajtas-1367	140	3	.	.	NOUN
ajtas-1367	140	4	1	1	NUM
ajtas-1367	140	5	.	.	X
ajtas-1367	140	6	–	–	PUNCT
ajtas-1367	140	7	№	№	NOUN
ajtas-1367	140	8	.	.	NOUN
ajtas-1367	141	1	2	2	NUM
ajtas-1367	141	2	.	.	X
ajtas-1367	141	3	–	–	PUNCT
ajtas-1367	141	4	с	с	NOUN
ajtas-1367	141	5	.	.	PROPN
ajtas-1367	141	6	9	9	NUM
ajtas-1367	141	7	-	-	SYM
ajtas-1367	141	8	12	12	NUM
ajtas-1367	141	9	.	.	PUNCT
ajtas-1367	141	10	20	20	NUM
ajtas-1367	141	11	.	.	PUNCT
ajtas-1367	142	1	asrayev	asrayev	PROPN
ajtas-1367	142	2	m.	m.	PROPN
ajtas-1367	142	3	mezon	mezon	PROPN
ajtas-1367	142	4	ko	ko	PROPN
ajtas-1367	142	5	‘	'	PUNCT
ajtas-1367	142	6	rinishiga	rinishiga	ADV
ajtas-1367	142	7	bogʻliq	bogʻliq	VERB
ajtas-1367	142	8	bo	bo	PROPN
ajtas-1367	142	9	‘	'	PUNCT
ajtas-1367	142	10	lmagan	lmagan	ADJ
ajtas-1367	142	11	informativ	informativ	NOUN
ajtas-1367	142	12	belgilar	belgilar	NOUN
ajtas-1367	142	13	fazosini	fazosini	PROPN
ajtas-1367	142	14	shakllantirish	shakllantirish	ADJ
ajtas-1367	142	15	usullari	usullari	PROPN
ajtas-1367	142	16	//research	//research	PUNCT
ajtas-1367	142	17	and	and	CCONJ
ajtas-1367	142	18	implementation	implementation	NOUN
ajtas-1367	142	19	.	.	PUNCT
ajtas-1367	143	1	–	–	PUNCT
ajtas-1367	143	2	2023	2023	NUM
ajtas-1367	143	3	.	.	PUNCT
ajtas-1367	144	1	21	21	NUM
ajtas-1367	144	2	.	.	PUNCT
ajtas-1367	145	1	musayev	musayev	PROPN
ajtas-1367	145	2	x.	x.	PROPN
ajtas-1367	145	3	s.	s.	PROPN
ajtas-1367	145	4	,	,	PUNCT
ajtas-1367	145	5	ermatova	ermatova	VERB
ajtas-1367	145	6	z.	z.	PROPN
ajtas-1367	145	7	q.	q.	PROPN
ajtas-1367	145	8	kotlin	kotlin	PROPN
ajtas-1367	145	9	dasturlash	dasturlash	PROPN
ajtas-1367	145	10	tilida	tilida	PROPN
ajtas-1367	145	11	korutinlar	korutinlar	PROPN
ajtas-1367	145	12	bilan	bilan	PROPN
ajtas-1367	145	13	ishlashni	ishlashni	PROPN
ajtas-1367	145	14	talabalarga	talabalarga	PROPN
ajtas-1367	145	15	o	o	NOUN
ajtas-1367	145	16	‘	'	PUNCT
ajtas-1367	145	17	rgatish	rgatish	ADJ
ajtas-1367	145	18	//journal	//journal	PUNCT
ajtas-1367	145	19	of	of	ADP
ajtas-1367	145	20	integrated	integrate	VERB
ajtas-1367	145	21	education	education	NOUN
ajtas-1367	145	22	and	and	CCONJ
ajtas-1367	145	23	research	research	NOUN
ajtas-1367	145	24	.	.	PUNCT
ajtas-1367	146	1	–	–	PUNCT
ajtas-1367	146	2	2022	2022	NUM
ajtas-1367	146	3	.	.	PUNCT
ajtas-1367	147	1	–	–	PUNCT
ajtas-1367	147	2	т	т	X
ajtas-1367	147	3	.	.	NOUN
ajtas-1367	147	4	1	1	NUM
ajtas-1367	147	5	.	.	X
ajtas-1367	147	6	–	–	PUNCT
ajtas-1367	147	7	№	№	NOUN
ajtas-1367	147	8	.	.	NOUN
ajtas-1367	148	1	6	6	NUM
ajtas-1367	148	2	.	.	X
ajtas-1367	148	3	–	–	PUNCT
ajtas-1367	148	4	с	с	NOUN
ajtas-1367	148	5	.	.	PROPN
ajtas-1367	148	6	119	119	NUM
ajtas-1367	148	7	-	-	SYM
ajtas-1367	148	8	125	125	NUM
ajtas-1367	148	9	.	.	PUNCT
ajtas-1367	148	10	22	22	NUM
ajtas-1367	148	11	.	.	PUNCT
ajtas-1367	149	1	musayev	musayev	PROPN
ajtas-1367	149	2	x.	x.	PROPN
ajtas-1367	149	3	,	,	PUNCT
ajtas-1367	149	4	soliev	soliev	PROPN
ajtas-1367	149	5	b.	b.	PROPN
ajtas-1367	149	6	public	public	PROPN
ajtas-1367	149	7	,	,	PUNCT
ajtas-1367	149	8	protected	protect	VERB
ajtas-1367	149	9	,	,	PUNCT
ajtas-1367	149	10	private	private	ADJ
ajtas-1367	149	11	members	member	NOUN
ajtas-1367	149	12	in	in	ADP
ajtas-1367	149	13	python	python	PROPN
ajtas-1367	149	14	//потомки	//потомки	PUNCT
ajtas-1367	149	15	аль	аль	NOUN
ajtas-1367	149	16	-	-	PUNCT
ajtas-1367	149	17	фаргани	фаргани	NOUN
ajtas-1367	149	18	.	.	PUNCT
ajtas-1367	150	1	–	–	PUNCT
ajtas-1367	150	2	2023	2023	NUM
ajtas-1367	150	3	.	.	PUNCT
ajtas-1367	151	1	–	–	PUNCT
ajtas-1367	151	2	т	т	X
ajtas-1367	151	3	.	.	NOUN
ajtas-1367	151	4	1	1	NUM
ajtas-1367	151	5	.	.	X
ajtas-1367	151	6	–	–	PUNCT
ajtas-1367	151	7	№	№	NOUN
ajtas-1367	151	8	.	.	NOUN
ajtas-1367	152	1	1	1	NUM
ajtas-1367	152	2	.	.	X
ajtas-1367	152	3	–	–	PUNCT
ajtas-1367	152	4	с	с	PROPN
ajtas-1367	152	5	.	.	PROPN
ajtas-1367	152	6	43	43	NUM
ajtas-1367	152	7	-	-	SYM
ajtas-1367	152	8	46	46	NUM
ajtas-1367	152	9	.	.	PUNCT
ajtas-1367	152	10	23	23	NUM
ajtas-1367	152	11	.	.	PUNCT
ajtas-1367	153	1	musayev	musayev	PROPN
ajtas-1367	153	2	x.	x.	PROPN
ajtas-1367	153	3	s.	s.	PROPN
ajtas-1367	153	4	,	,	PUNCT
ajtas-1367	153	5	ermatova	ermatova	VERB
ajtas-1367	153	6	z.	z.	PROPN
ajtas-1367	153	7	q.	q.	PROPN
ajtas-1367	153	8	,	,	PUNCT
ajtas-1367	153	9	abdurahimova	abdurahimova	PROPN
ajtas-1367	153	10	m.	m.	PROPN
ajtas-1367	153	11	i.	i.	PROPN
ajtas-1367	153	12	kotlin	kotlin	PROPN
ajtas-1367	153	13	dasturlash	dasturlash	PROPN
ajtas-1367	153	14	tilida	tilida	PROPN
ajtas-1367	153	15	klasslar	klasslar	PROPN
ajtas-1367	153	16	va	va	PROPN
ajtas-1367	153	17	ob’yektlar	ob’yektlar	PROPN
ajtas-1367	153	18	tushunchasi	tushunchasi	PROPN
ajtas-1367	153	19	//journal	//journal	PUNCT
ajtas-1367	153	20	of	of	ADP
ajtas-1367	153	21	integrated	integrate	VERB
ajtas-1367	153	22	education	education	NOUN
ajtas-1367	153	23	and	and	CCONJ
ajtas-1367	153	24	research	research	NOUN
ajtas-1367	153	25	.	.	PUNCT
ajtas-1367	154	1	–	–	PUNCT
ajtas-1367	154	2	2022	2022	NUM
ajtas-1367	154	3	.	.	PUNCT
ajtas-1367	155	1	–	–	PUNCT
ajtas-1367	155	2	т	т	X
ajtas-1367	155	3	.	.	NOUN
ajtas-1367	155	4	1	1	NUM
ajtas-1367	155	5	.	.	X
ajtas-1367	155	6	–	–	PUNCT
ajtas-1367	155	7	№	№	NOUN
ajtas-1367	155	8	.	.	NOUN
ajtas-1367	156	1	6	6	NUM
ajtas-1367	156	2	.	.	X
ajtas-1367	156	3	–	–	PUNCT
ajtas-1367	156	4	с	с	NOUN
ajtas-1367	156	5	.	.	PROPN
ajtas-1367	156	6	126	126	NUM
ajtas-1367	156	7	-	-	SYM
ajtas-1367	156	8	130	130	NUM
ajtas-1367	156	9	.	.	PUNCT