id	sid	tid	token	lemma	pos
fuelectenerg-12766	1	1	12766	12766	NUM
fuelectenerg-12766	1	2	facta	facta	NOUN
fuelectenerg-12766	1	3	universitatis	universitatis	PROPN
fuelectenerg-12766	1	4	series	series	NOUN
fuelectenerg-12766	1	5	:	:	PUNCT
fuelectenerg-12766	1	6	electronics	electronic	NOUN
fuelectenerg-12766	1	7	and	and	CCONJ
fuelectenerg-12766	1	8	energetics	energetic	NOUN
fuelectenerg-12766	1	9	vol	vol	NOUN
fuelectenerg-12766	1	10	.	.	PUNCT
fuelectenerg-12766	1	11	38	38	NUM
fuelectenerg-12766	1	12	,	,	PUNCT
fuelectenerg-12766	1	13	no	no	DET
fuelectenerg-12766	1	14	1	1	NUM
fuelectenerg-12766	1	15	,	,	PUNCT
fuelectenerg-12766	1	16	march	march	PROPN
fuelectenerg-12766	1	17	2025	2025	NUM
fuelectenerg-12766	1	18	,	,	PUNCT
fuelectenerg-12766	1	19	pp	pp	ADV
fuelectenerg-12766	1	20	.	.	PUNCT
fuelectenerg-12766	2	1	39	39	NUM
fuelectenerg-12766	2	2	52	52	NUM
fuelectenerg-12766	2	3	https://doi.org/10.2298/fuee2501039r	https://doi.org/10.2298/fuee2501039r	NOUN
fuelectenerg-12766	2	4	©	©	PROPN
fuelectenerg-12766	2	5	2025	2025	NUM
fuelectenerg-12766	2	6	by	by	ADP
fuelectenerg-12766	2	7	university	university	PROPN
fuelectenerg-12766	2	8	of	of	ADP
fuelectenerg-12766	2	9	niš	niš	PROPN
fuelectenerg-12766	2	10	,	,	PUNCT
fuelectenerg-12766	2	11	serbia	serbia	PROPN
fuelectenerg-12766	2	12	|	|	ADV
fuelectenerg-12766	2	13	creative	creative	ADJ
fuelectenerg-12766	2	14	commons	common	NOUN
fuelectenerg-12766	2	15	license	license	NOUN
fuelectenerg-12766	2	16	:	:	PUNCT
fuelectenerg-12766	2	17	cc	cc	VERB
fuelectenerg-12766	2	18	by	by	ADP
fuelectenerg-12766	2	19	-	-	PUNCT
fuelectenerg-12766	2	20	nc	nc	VERB
fuelectenerg-12766	2	21	-	-	PUNCT
fuelectenerg-12766	2	22	nd	nd	ADV
fuelectenerg-12766	2	23	original	original	ADJ
fuelectenerg-12766	2	24	scientific	scientific	ADJ
fuelectenerg-12766	2	25	paper	paper	NOUN
fuelectenerg-12766	2	26	classification	classification	NOUN
fuelectenerg-12766	2	27	of	of	ADP
fuelectenerg-12766	2	28	sports	sport	NOUN
fuelectenerg-12766	2	29	videos	video	NOUN
fuelectenerg-12766	2	30	by	by	ADP
fuelectenerg-12766	2	31	combining	combine	VERB
fuelectenerg-12766	2	32	resnet50	resnet50	NOUN
fuelectenerg-12766	2	33	model	model	NOUN
fuelectenerg-12766	2	34	and	and	CCONJ
fuelectenerg-12766	2	35	fine	fine	ADJ
fuelectenerg-12766	2	36	tuning	tuning	NOUN
fuelectenerg-12766	2	37	pinku	pinku	NOUN
fuelectenerg-12766	2	38	ranjan1	ranjan1	PROPN
fuelectenerg-12766	2	39	,	,	PUNCT
fuelectenerg-12766	2	40	jayant	jayant	PROPN
fuelectenerg-12766	2	41	kumar	kumar	PROPN
fuelectenerg-12766	2	42	rai1	rai1	PROPN
fuelectenerg-12766	2	43	,	,	PUNCT
fuelectenerg-12766	2	44	vaibhav	vaibhav	PROPN
fuelectenerg-12766	2	45	singh1	singh1	PROPN
fuelectenerg-12766	2	46	,	,	PUNCT
fuelectenerg-12766	2	47	anand	anand	PROPN
fuelectenerg-12766	2	48	sharma2	sharma2	PROPN
fuelectenerg-12766	2	49	,	,	PUNCT
fuelectenerg-12766	2	50	somesh	somesh	NOUN
fuelectenerg-12766	2	51	kumar1	kumar1	PROPN
fuelectenerg-12766	3	1	1department	1department	NUM
fuelectenerg-12766	3	2	of	of	ADP
fuelectenerg-12766	3	3	electrical	electrical	ADJ
fuelectenerg-12766	3	4	and	and	CCONJ
fuelectenerg-12766	3	5	electronics	electronic	NOUN
fuelectenerg-12766	3	6	engineering	engineering	NOUN
fuelectenerg-12766	3	7	,	,	PUNCT
fuelectenerg-12766	3	8	abvindian	abvindian	PROPN
fuelectenerg-12766	3	9	institute	institute	PROPN
fuelectenerg-12766	3	10	of	of	ADP
fuelectenerg-12766	3	11	information	information	NOUN
fuelectenerg-12766	3	12	technology	technology	NOUN
fuelectenerg-12766	3	13	and	and	CCONJ
fuelectenerg-12766	3	14	management	management	NOUN
fuelectenerg-12766	3	15	,	,	PUNCT
fuelectenerg-12766	3	16	gwalior	gwalior	PROPN
fuelectenerg-12766	3	17	(	(	PUNCT
fuelectenerg-12766	3	18	m.p	m.p	PROPN
fuelectenerg-12766	3	19	.	.	PROPN
fuelectenerg-12766	3	20	)	)	PUNCT
fuelectenerg-12766	3	21	,	,	PUNCT
fuelectenerg-12766	4	1	india	india	PROPN
fuelectenerg-12766	4	2	2department	2department	PROPN
fuelectenerg-12766	4	3	of	of	ADP
fuelectenerg-12766	4	4	electronics	electronic	NOUN
fuelectenerg-12766	4	5	and	and	CCONJ
fuelectenerg-12766	4	6	communication	communication	NOUN
fuelectenerg-12766	4	7	,	,	PUNCT
fuelectenerg-12766	4	8	motilal	motilal	PROPN
fuelectenerg-12766	4	9	nehru	nehru	PROPN
fuelectenerg-12766	4	10	national	national	PROPN
fuelectenerg-12766	4	11	institute	institute	PROPN
fuelectenerg-12766	4	12	of	of	ADP
fuelectenerg-12766	4	13	technology	technology	PROPN
fuelectenerg-12766	4	14	allahabad	allahabad	PROPN
fuelectenerg-12766	4	15	,	,	PUNCT
fuelectenerg-12766	4	16	prayagraj	prayagraj	PROPN
fuelectenerg-12766	4	17	,	,	PUNCT
fuelectenerg-12766	4	18	india	india	PROPN
fuelectenerg-12766	4	19	orcid	orcid	PROPN
fuelectenerg-12766	4	20	ids	ids	PROPN
fuelectenerg-12766	4	21	:	:	PUNCT
fuelectenerg-12766	4	22	pinku	pinku	PROPN
fuelectenerg-12766	4	23	ranjan	ranjan	PROPN
fuelectenerg-12766	4	24	https://orcid.org/0000-0002-1422-5943	https://orcid.org/0000-0002-1422-5943	PROPN
fuelectenerg-12766	4	25	jayant	jayant	PROPN
fuelectenerg-12766	4	26	kumar	kumar	PROPN
fuelectenerg-12766	4	27	rai	rai	PROPN
fuelectenerg-12766	4	28	https://orcid.org/0000-0002-4183-7259	https://orcid.org/0000-0002-4183-7259	PROPN
fuelectenerg-12766	4	29	vaibhav	vaibhav	VERB
fuelectenerg-12766	4	30	singh	singh	PROPN
fuelectenerg-12766	4	31	n	n	PROPN
fuelectenerg-12766	4	32	/	/	SYM
fuelectenerg-12766	4	33	a	a	DET
fuelectenerg-12766	4	34	anand	anand	PROPN
fuelectenerg-12766	4	35	sharma	sharma	PROPN
fuelectenerg-12766	4	36	https://orcid.org/0000-0001-8566-1710	https://orcid.org/0000-0001-8566-1710	PROPN
fuelectenerg-12766	4	37	somesh	somesh	PROPN
fuelectenerg-12766	4	38	kumar	kumar	PROPN
fuelectenerg-12766	4	39	n	n	PROPN
fuelectenerg-12766	4	40	/	/	SYM
fuelectenerg-12766	4	41	a	a	DET
fuelectenerg-12766	4	42	abstract	abstract	NOUN
fuelectenerg-12766	4	43	.	.	PUNCT
fuelectenerg-12766	5	1	this	this	DET
fuelectenerg-12766	5	2	article	article	NOUN
fuelectenerg-12766	5	3	represents	represent	VERB
fuelectenerg-12766	5	4	a	a	DET
fuelectenerg-12766	5	5	classification	classification	NOUN
fuelectenerg-12766	5	6	of	of	ADP
fuelectenerg-12766	5	7	sports	sport	NOUN
fuelectenerg-12766	5	8	videos	video	NOUN
fuelectenerg-12766	5	9	by	by	ADP
fuelectenerg-12766	5	10	integrating	integrate	VERB
fuelectenerg-12766	5	11	the	the	DET
fuelectenerg-12766	5	12	resnet50	resnet50	NOUN
fuelectenerg-12766	5	13	model	model	NOUN
fuelectenerg-12766	5	14	and	and	CCONJ
fuelectenerg-12766	5	15	fine	fine	ADJ
fuelectenerg-12766	5	16	-	-	PUNCT
fuelectenerg-12766	5	17	tuning	tune	VERB
fuelectenerg-12766	5	18	methods	method	NOUN
fuelectenerg-12766	5	19	.	.	PUNCT
fuelectenerg-12766	6	1	broadcasting	broadcasting	NOUN
fuelectenerg-12766	6	2	companies	company	NOUN
fuelectenerg-12766	6	3	give	give	VERB
fuelectenerg-12766	6	4	significant	significant	ADJ
fuelectenerg-12766	6	5	importance	importance	NOUN
fuelectenerg-12766	6	6	to	to	ADP
fuelectenerg-12766	6	7	the	the	DET
fuelectenerg-12766	6	8	classification	classification	NOUN
fuelectenerg-12766	6	9	of	of	ADP
fuelectenerg-12766	6	10	sports	sport	NOUN
fuelectenerg-12766	6	11	videos	video	NOUN
fuelectenerg-12766	6	12	.	.	PUNCT
fuelectenerg-12766	7	1	that	that	PRON
fuelectenerg-12766	7	2	is	be	AUX
fuelectenerg-12766	7	3	a	a	DET
fuelectenerg-12766	7	4	subclass	subclass	NOUN
fuelectenerg-12766	7	5	of	of	ADP
fuelectenerg-12766	7	6	recognition	recognition	NOUN
fuelectenerg-12766	7	7	of	of	ADP
fuelectenerg-12766	7	8	human	human	ADJ
fuelectenerg-12766	7	9	action	action	NOUN
fuelectenerg-12766	7	10	,	,	PUNCT
fuelectenerg-12766	7	11	which	which	PRON
fuelectenerg-12766	7	12	will	will	AUX
fuelectenerg-12766	7	13	clarify	clarify	VERB
fuelectenerg-12766	7	14	the	the	DET
fuelectenerg-12766	7	15	context	context	NOUN
fuelectenerg-12766	7	16	of	of	ADP
fuelectenerg-12766	7	17	videos	video	NOUN
fuelectenerg-12766	7	18	.	.	PUNCT
fuelectenerg-12766	8	1	this	this	DET
fuelectenerg-12766	8	2	work	work	NOUN
fuelectenerg-12766	8	3	uses	use	VERB
fuelectenerg-12766	8	4	a	a	DET
fuelectenerg-12766	8	5	deep	deep	ADJ
fuelectenerg-12766	8	6	neural	neural	ADJ
fuelectenerg-12766	8	7	network	network	NOUN
fuelectenerg-12766	8	8	-	-	PUNCT
fuelectenerg-12766	8	9	based	base	VERB
fuelectenerg-12766	8	10	resnet50	resnet50	NOUN
fuelectenerg-12766	8	11	model	model	NOUN
fuelectenerg-12766	8	12	with	with	ADP
fuelectenerg-12766	8	13	a	a	DET
fuelectenerg-12766	8	14	fine	fine	ADJ
fuelectenerg-12766	8	15	-	-	PUNCT
fuelectenerg-12766	8	16	tuning	tuning	NOUN
fuelectenerg-12766	8	17	technique	technique	NOUN
fuelectenerg-12766	8	18	for	for	ADP
fuelectenerg-12766	8	19	classifying	classify	VERB
fuelectenerg-12766	8	20	popular	popular	ADJ
fuelectenerg-12766	8	21	sports	sport	NOUN
fuelectenerg-12766	8	22	types	type	NOUN
fuelectenerg-12766	8	23	in	in	ADP
fuelectenerg-12766	8	24	india	india	PROPN
fuelectenerg-12766	8	25	into	into	ADP
fuelectenerg-12766	8	26	their	their	PRON
fuelectenerg-12766	8	27	corresponding	correspond	VERB
fuelectenerg-12766	8	28	classes	class	NOUN
fuelectenerg-12766	8	29	.	.	PUNCT
fuelectenerg-12766	9	1	this	this	DET
fuelectenerg-12766	9	2	paper	paper	NOUN
fuelectenerg-12766	9	3	considers	consider	VERB
fuelectenerg-12766	9	4	14	14	NUM
fuelectenerg-12766	9	5	main	main	ADJ
fuelectenerg-12766	9	6	sports	sport	NOUN
fuelectenerg-12766	9	7	badminton	badminton	NOUN
fuelectenerg-12766	9	8	,	,	PUNCT
fuelectenerg-12766	9	9	basketball	basketball	NOUN
fuelectenerg-12766	9	10	,	,	PUNCT
fuelectenerg-12766	9	11	boxing	boxing	NOUN
fuelectenerg-12766	9	12	,	,	PUNCT
fuelectenerg-12766	9	13	cricket	cricket	NOUN
fuelectenerg-12766	9	14	,	,	PUNCT
fuelectenerg-12766	9	15	football	football	NOUN
fuelectenerg-12766	9	16	,	,	PUNCT
fuelectenerg-12766	9	17	hockey	hockey	NOUN
fuelectenerg-12766	9	18	,	,	PUNCT
fuelectenerg-12766	9	19	kabaddi	kabaddi	PROPN
fuelectenerg-12766	9	20	,	,	PUNCT
fuelectenerg-12766	9	21	swimming	swimming	NOUN
fuelectenerg-12766	9	22	,	,	PUNCT
fuelectenerg-12766	9	23	shooting	shooting	NOUN
fuelectenerg-12766	9	24	,	,	PUNCT
fuelectenerg-12766	9	25	table	table	NOUN
fuelectenerg-12766	9	26	tennis	tennis	NOUN
fuelectenerg-12766	9	27	,	,	PUNCT
fuelectenerg-12766	9	28	tennis	tennis	NOUN
fuelectenerg-12766	9	29	,	,	PUNCT
fuelectenerg-12766	9	30	volleyball	volleyball	NOUN
fuelectenerg-12766	9	31	,	,	PUNCT
fuelectenerg-12766	9	32	weight	weight	NOUN
fuelectenerg-12766	9	33	lifting	lifting	NOUN
fuelectenerg-12766	9	34	,	,	PUNCT
fuelectenerg-12766	9	35	and	and	CCONJ
fuelectenerg-12766	9	36	wrestling	wrestling	NOUN
fuelectenerg-12766	9	37	.	.	PUNCT
fuelectenerg-12766	10	1	the	the	DET
fuelectenerg-12766	10	2	dataset	dataset	NOUN
fuelectenerg-12766	10	3	is	be	AUX
fuelectenerg-12766	10	4	created	create	VERB
fuelectenerg-12766	10	5	to	to	PART
fuelectenerg-12766	10	6	focus	focus	VERB
fuelectenerg-12766	10	7	on	on	ADP
fuelectenerg-12766	10	8	sports	sport	NOUN
fuelectenerg-12766	10	9	action	action	NOUN
fuelectenerg-12766	10	10	-	-	PUNCT
fuelectenerg-12766	10	11	based	base	VERB
fuelectenerg-12766	10	12	classification	classification	NOUN
fuelectenerg-12766	10	13	.	.	PUNCT
fuelectenerg-12766	11	1	fine	fine	ADJ
fuelectenerg-12766	11	2	-	-	PUNCT
fuelectenerg-12766	11	3	tuning	tuning	NOUN
fuelectenerg-12766	11	4	is	be	AUX
fuelectenerg-12766	11	5	nothing	nothing	PRON
fuelectenerg-12766	11	6	but	but	SCONJ
fuelectenerg-12766	11	7	networking	network	VERB
fuelectenerg-12766	11	8	surgery	surgery	NOUN
fuelectenerg-12766	11	9	.	.	PUNCT
fuelectenerg-12766	12	1	first	first	ADV
fuelectenerg-12766	12	2	,	,	PUNCT
fuelectenerg-12766	12	3	a	a	DET
fuelectenerg-12766	12	4	pre	pre	ADJ
fuelectenerg-12766	12	5	-	-	ADJ
fuelectenerg-12766	12	6	trained	train	VERB
fuelectenerg-12766	12	7	convolutional	convolutional	ADJ
fuelectenerg-12766	12	8	neural	neural	ADJ
fuelectenerg-12766	12	9	network	network	NOUN
fuelectenerg-12766	12	10	model	model	NOUN
fuelectenerg-12766	12	11	will	will	AUX
fuelectenerg-12766	12	12	be	be	AUX
fuelectenerg-12766	12	13	loaded	load	VERB
fuelectenerg-12766	12	14	,	,	PUNCT
fuelectenerg-12766	12	15	and	and	CCONJ
fuelectenerg-12766	12	16	then	then	ADV
fuelectenerg-12766	12	17	fine	fine	ADV
fuelectenerg-12766	12	18	-	-	PUNCT
fuelectenerg-12766	12	19	tuning	tuning	NOUN
fuelectenerg-12766	12	20	(	(	PUNCT
fuelectenerg-12766	12	21	network	network	NOUN
fuelectenerg-12766	12	22	surgery	surgery	NOUN
fuelectenerg-12766	12	23	)	)	PUNCT
fuelectenerg-12766	12	24	will	will	AUX
fuelectenerg-12766	12	25	be	be	AUX
fuelectenerg-12766	12	26	applied	apply	VERB
fuelectenerg-12766	12	27	.	.	PUNCT
fuelectenerg-12766	13	1	the	the	DET
fuelectenerg-12766	13	2	base	base	NOUN
fuelectenerg-12766	13	3	model	model	NOUN
fuelectenerg-12766	13	4	(	(	PUNCT
fuelectenerg-12766	13	5	resnet50	resnet50	NOUN
fuelectenerg-12766	13	6	)	)	PUNCT
fuelectenerg-12766	13	7	will	will	AUX
fuelectenerg-12766	13	8	be	be	AUX
fuelectenerg-12766	13	9	frozen	freeze	VERB
fuelectenerg-12766	13	10	,	,	PUNCT
fuelectenerg-12766	13	11	so	so	SCONJ
fuelectenerg-12766	13	12	it	it	PRON
fuelectenerg-12766	13	13	will	will	AUX
fuelectenerg-12766	13	14	not	not	PART
fuelectenerg-12766	13	15	be	be	AUX
fuelectenerg-12766	13	16	trained	train	VERB
fuelectenerg-12766	13	17	via	via	ADP
fuelectenerg-12766	13	18	backpropagation	backpropagation	NOUN
fuelectenerg-12766	13	19	.	.	PUNCT
fuelectenerg-12766	14	1	after	after	ADP
fuelectenerg-12766	14	2	finetuning	finetune	VERB
fuelectenerg-12766	14	3	,	,	PUNCT
fuelectenerg-12766	14	4	the	the	DET
fuelectenerg-12766	14	5	classifier	classifier	NOUN
fuelectenerg-12766	14	6	will	will	AUX
fuelectenerg-12766	14	7	be	be	AUX
fuelectenerg-12766	14	8	ready	ready	ADJ
fuelectenerg-12766	14	9	to	to	PART
fuelectenerg-12766	14	10	correctly	correctly	ADV
fuelectenerg-12766	14	11	classify	classify	VERB
fuelectenerg-12766	14	12	a	a	DET
fuelectenerg-12766	14	13	sports	sport	NOUN
fuelectenerg-12766	14	14	video	video	NOUN
fuelectenerg-12766	14	15	into	into	ADP
fuelectenerg-12766	14	16	its	its	PRON
fuelectenerg-12766	14	17	category	category	NOUN
fuelectenerg-12766	14	18	.	.	PUNCT
fuelectenerg-12766	15	1	the	the	DET
fuelectenerg-12766	15	2	training	training	NOUN
fuelectenerg-12766	15	3	accuracy	accuracy	NOUN
fuelectenerg-12766	15	4	of	of	ADP
fuelectenerg-12766	15	5	the	the	DET
fuelectenerg-12766	15	6	proposed	propose	VERB
fuelectenerg-12766	15	7	classifier	classifier	NOUN
fuelectenerg-12766	15	8	is	be	AUX
fuelectenerg-12766	15	9	91.73	91.73	NUM
fuelectenerg-12766	15	10	%	%	NOUN
fuelectenerg-12766	15	11	,	,	PUNCT
fuelectenerg-12766	15	12	and	and	CCONJ
fuelectenerg-12766	15	13	testing	testing	NOUN
fuelectenerg-12766	15	14	is	be	AUX
fuelectenerg-12766	15	15	done	do	VERB
fuelectenerg-12766	15	16	on	on	ADP
fuelectenerg-12766	15	17	sports	sport	NOUN
fuelectenerg-12766	15	18	videos	video	NOUN
fuelectenerg-12766	15	19	.	.	PUNCT
fuelectenerg-12766	16	1	the	the	DET
fuelectenerg-12766	16	2	classifier	classifier	NOUN
fuelectenerg-12766	16	3	classifies	classify	VERB
fuelectenerg-12766	16	4	each	each	DET
fuelectenerg-12766	16	5	sports	sport	NOUN
fuelectenerg-12766	16	6	video	video	NOUN
fuelectenerg-12766	16	7	into	into	ADP
fuelectenerg-12766	16	8	its	its	PRON
fuelectenerg-12766	16	9	class	class	NOUN
fuelectenerg-12766	16	10	correctly	correctly	ADV
fuelectenerg-12766	16	11	.	.	PUNCT
fuelectenerg-12766	17	1	a	a	DET
fuelectenerg-12766	17	2	descent	descent	NOUN
fuelectenerg-12766	17	3	confusion	confusion	NOUN
fuelectenerg-12766	17	4	matrix	matrix	NOUN
fuelectenerg-12766	17	5	has	have	AUX
fuelectenerg-12766	17	6	been	be	AUX
fuelectenerg-12766	17	7	pertained	pertain	VERB
fuelectenerg-12766	17	8	.	.	PUNCT
fuelectenerg-12766	18	1	key	key	ADJ
fuelectenerg-12766	18	2	words	word	NOUN
fuelectenerg-12766	18	3	:	:	PUNCT
fuelectenerg-12766	18	4	deep	deep	ADJ
fuelectenerg-12766	18	5	learning	learning	NOUN
fuelectenerg-12766	18	6	,	,	PUNCT
fuelectenerg-12766	18	7	resnet50	resnet50	NOUN
fuelectenerg-12766	18	8	,	,	PUNCT
fuelectenerg-12766	18	9	fine	fine	ADV
fuelectenerg-12766	18	10	-	-	PUNCT
fuelectenerg-12766	18	11	tuning	tuning	NOUN
fuelectenerg-12766	18	12	,	,	PUNCT
fuelectenerg-12766	18	13	computer	computer	NOUN
fuelectenerg-12766	18	14	vision	vision	NOUN
fuelectenerg-12766	18	15	,	,	PUNCT
fuelectenerg-12766	18	16	sports	sport	NOUN
fuelectenerg-12766	18	17	videos	video	NOUN
fuelectenerg-12766	18	18	classification	classification	NOUN
fuelectenerg-12766	18	19	received	receive	VERB
fuelectenerg-12766	18	20	june	june	PROPN
fuelectenerg-12766	18	21	4	4	NUM
fuelectenerg-12766	18	22	,	,	PUNCT
fuelectenerg-12766	18	23	2024	2024	NUM
fuelectenerg-12766	18	24	;	;	PUNCT
fuelectenerg-12766	18	25	revised	revise	VERB
fuelectenerg-12766	18	26	august	august	PROPN
fuelectenerg-12766	18	27	16	16	NUM
fuelectenerg-12766	18	28	,	,	PUNCT
fuelectenerg-12766	18	29	2024	2024	NUM
fuelectenerg-12766	18	30	and	and	CCONJ
fuelectenerg-12766	18	31	september	september	PROPN
fuelectenerg-12766	18	32	27	27	NUM
fuelectenerg-12766	18	33	,	,	PUNCT
fuelectenerg-12766	18	34	2024	2024	NUM
fuelectenerg-12766	18	35	;	;	PUNCT
fuelectenerg-12766	18	36	accepted	accept	VERB
fuelectenerg-12766	18	37	november	november	PROPN
fuelectenerg-12766	18	38	10	10	NUM
fuelectenerg-12766	18	39	,	,	PUNCT
fuelectenerg-12766	18	40	2024	2024	NUM
fuelectenerg-12766	18	41	corresponding	correspond	VERB
fuelectenerg-12766	18	42	author	author	NOUN
fuelectenerg-12766	18	43	:	:	PUNCT
fuelectenerg-12766	18	44	pinku	pinku	PROPN
fuelectenerg-12766	18	45	ranjan	ranjan	PROPN
fuelectenerg-12766	18	46	department	department	PROPN
fuelectenerg-12766	18	47	of	of	ADP
fuelectenerg-12766	18	48	electrical	electrical	ADJ
fuelectenerg-12766	18	49	and	and	CCONJ
fuelectenerg-12766	18	50	electronics	electronic	NOUN
fuelectenerg-12766	18	51	engineering	engineering	NOUN
fuelectenerg-12766	18	52	,	,	PUNCT
fuelectenerg-12766	18	53	abvindian	abvindian	PROPN
fuelectenerg-12766	18	54	institute	institute	PROPN
fuelectenerg-12766	18	55	of	of	ADP
fuelectenerg-12766	18	56	information	information	NOUN
fuelectenerg-12766	18	57	technology	technology	NOUN
fuelectenerg-12766	18	58	and	and	CCONJ
fuelectenerg-12766	18	59	management	management	NOUN
fuelectenerg-12766	18	60	,	,	PUNCT
fuelectenerg-12766	18	61	gwalior	gwalior	PROPN
fuelectenerg-12766	18	62	(	(	PUNCT
fuelectenerg-12766	18	63	m.p	m.p	PROPN
fuelectenerg-12766	18	64	.	.	PROPN
fuelectenerg-12766	18	65	)	)	PUNCT
fuelectenerg-12766	18	66	,	,	PUNCT
fuelectenerg-12766	18	67	india	india	PROPN
fuelectenerg-12766	18	68	e	e	PROPN
fuelectenerg-12766	18	69	-	-	NOUN
fuelectenerg-12766	18	70	mail	mail	NOUN
fuelectenerg-12766	18	71	:	:	PUNCT
fuelectenerg-12766	18	72	pinkuranjan@iiitm.ac.in	pinkuranjan@iiitm.ac.in	NOUN
fuelectenerg-12766	18	73	https://orcid.org/0000-0002-1422-5943	https://orcid.org/0000-0002-1422-5943	VERB
fuelectenerg-12766	18	74	https://orcid.org/0000-0002-4183-7259	https://orcid.org/0000-0002-4183-7259	NOUN
fuelectenerg-12766	18	75	https://orcid.org/0000-0001-8566-1710	https://orcid.org/0000-0001-8566-1710	VERB
fuelectenerg-12766	18	76	40	40	NUM
fuelectenerg-12766	19	1	p.	p.	NOUN
fuelectenerg-12766	19	2	ranjan	ranjan	PROPN
fuelectenerg-12766	19	3	,	,	PUNCT
fuelectenerg-12766	19	4	j.	j.	PROPN
fuelectenerg-12766	19	5	k.	k.	PROPN
fuelectenerg-12766	19	6	rai	rai	PROPN
fuelectenerg-12766	19	7	,	,	PUNCT
fuelectenerg-12766	19	8	v.	v.	ADP
fuelectenerg-12766	19	9	singh	singh	PROPN
fuelectenerg-12766	19	10	,	,	PUNCT
fuelectenerg-12766	19	11	a.	a.	NOUN
fuelectenerg-12766	19	12	sharma	sharma	PROPN
fuelectenerg-12766	19	13	,	,	PUNCT
fuelectenerg-12766	19	14	s.	s.	PROPN
fuelectenerg-12766	19	15	kumar	kumar	PROPN
fuelectenerg-12766	19	16	1	1	PROPN
fuelectenerg-12766	19	17	.	.	PUNCT
fuelectenerg-12766	20	1	introduction	introduction	NOUN
fuelectenerg-12766	20	2	sports	sport	NOUN
fuelectenerg-12766	20	3	are	be	AUX
fuelectenerg-12766	20	4	a	a	DET
fuelectenerg-12766	20	5	significant	significant	ADJ
fuelectenerg-12766	20	6	section	section	NOUN
fuelectenerg-12766	20	7	of	of	ADP
fuelectenerg-12766	20	8	transmitting	transmit	VERB
fuelectenerg-12766	20	9	channels	channel	NOUN
fuelectenerg-12766	20	10	like	like	ADP
fuelectenerg-12766	20	11	the	the	DET
fuelectenerg-12766	20	12	internet	internet	NOUN
fuelectenerg-12766	20	13	,	,	PUNCT
fuelectenerg-12766	20	14	television	television	NOUN
fuelectenerg-12766	20	15	,	,	PUNCT
fuelectenerg-12766	20	16	etc	etc	X
fuelectenerg-12766	20	17	.	.	X
fuelectenerg-12766	20	18	,	,	PUNCT
fuelectenerg-12766	20	19	and	and	CCONJ
fuelectenerg-12766	20	20	many	many	ADJ
fuelectenerg-12766	20	21	sports	sport	NOUN
fuelectenerg-12766	20	22	videos	video	NOUN
fuelectenerg-12766	20	23	flood	flood	VERB
fuelectenerg-12766	20	24	everyday	everyday	ADJ
fuelectenerg-12766	20	25	data	datum	NOUN
fuelectenerg-12766	20	26	servers	server	NOUN
fuelectenerg-12766	20	27	.	.	PUNCT
fuelectenerg-12766	21	1	broadcasting	broadcasting	NOUN
fuelectenerg-12766	21	2	companies	company	NOUN
fuelectenerg-12766	21	3	need	need	VERB
fuelectenerg-12766	21	4	human	human	ADJ
fuelectenerg-12766	21	5	resources	resource	NOUN
fuelectenerg-12766	21	6	to	to	PART
fuelectenerg-12766	21	7	identify	identify	VERB
fuelectenerg-12766	21	8	each	each	DET
fuelectenerg-12766	21	9	sport	sport	NOUN
fuelectenerg-12766	21	10	manually	manually	ADV
fuelectenerg-12766	21	11	,	,	PUNCT
fuelectenerg-12766	21	12	and	and	CCONJ
fuelectenerg-12766	21	13	it	it	PRON
fuelectenerg-12766	21	14	’s	’	VERB
fuelectenerg-12766	21	15	tough	tough	ADJ
fuelectenerg-12766	21	16	to	to	ADP
fuelectenerg-12766	21	17	index	index	NOUN
fuelectenerg-12766	21	18	/	/	SYM
fuelectenerg-12766	21	19	identify	identify	VERB
fuelectenerg-12766	21	20	solitary	solitary	ADJ
fuelectenerg-12766	21	21	sports	sport	NOUN
fuelectenerg-12766	21	22	manually	manually	ADV
fuelectenerg-12766	21	23	based	base	VERB
fuelectenerg-12766	21	24	on	on	ADP
fuelectenerg-12766	21	25	their	their	PRON
fuelectenerg-12766	21	26	class	class	NOUN
fuelectenerg-12766	21	27	.	.	PUNCT
fuelectenerg-12766	22	1	automating	automate	VERB
fuelectenerg-12766	22	2	the	the	DET
fuelectenerg-12766	22	3	task	task	NOUN
fuelectenerg-12766	22	4	of	of	ADP
fuelectenerg-12766	22	5	classifying	classify	VERB
fuelectenerg-12766	22	6	each	each	DET
fuelectenerg-12766	22	7	sports	sport	NOUN
fuelectenerg-12766	22	8	video	video	NOUN
fuelectenerg-12766	22	9	[	[	X
fuelectenerg-12766	22	10	1	1	NUM
fuelectenerg-12766	22	11	-	-	SYM
fuelectenerg-12766	22	12	4	4	NUM
fuelectenerg-12766	22	13	]	]	PUNCT
fuelectenerg-12766	22	14	,	,	PUNCT
fuelectenerg-12766	22	15	will	will	AUX
fuelectenerg-12766	22	16	make	make	VERB
fuelectenerg-12766	22	17	it	it	PRON
fuelectenerg-12766	22	18	easier	easy	ADJ
fuelectenerg-12766	22	19	for	for	ADP
fuelectenerg-12766	22	20	broadcasting	broadcast	VERB
fuelectenerg-12766	22	21	companies	company	NOUN
fuelectenerg-12766	22	22	to	to	PART
fuelectenerg-12766	22	23	manage	manage	VERB
fuelectenerg-12766	22	24	their	their	PRON
fuelectenerg-12766	22	25	activity	activity	NOUN
fuelectenerg-12766	22	26	.	.	PUNCT
fuelectenerg-12766	23	1	searching	search	VERB
fuelectenerg-12766	23	2	for	for	ADP
fuelectenerg-12766	23	3	any	any	DET
fuelectenerg-12766	23	4	sports	sport	NOUN
fuelectenerg-12766	23	5	video	video	NOUN
fuelectenerg-12766	23	6	can	can	AUX
fuelectenerg-12766	23	7	be	be	AUX
fuelectenerg-12766	23	8	done	do	VERB
fuelectenerg-12766	23	9	without	without	ADP
fuelectenerg-12766	23	10	tedious	tedious	ADJ
fuelectenerg-12766	23	11	manual	manual	ADJ
fuelectenerg-12766	23	12	work	work	NOUN
fuelectenerg-12766	23	13	.	.	PUNCT
fuelectenerg-12766	24	1	this	this	PRON
fuelectenerg-12766	24	2	will	will	AUX
fuelectenerg-12766	24	3	also	also	ADV
fuelectenerg-12766	24	4	help	help	VERB
fuelectenerg-12766	24	5	game	game	NOUN
fuelectenerg-12766	24	6	coaches	coach	NOUN
fuelectenerg-12766	24	7	analyze	analyze	VERB
fuelectenerg-12766	24	8	a	a	DET
fuelectenerg-12766	24	9	particular	particular	ADJ
fuelectenerg-12766	24	10	sports	sport	NOUN
fuelectenerg-12766	24	11	video	video	NOUN
fuelectenerg-12766	24	12	from	from	ADP
fuelectenerg-12766	24	13	tons	ton	NOUN
fuelectenerg-12766	24	14	of	of	ADP
fuelectenerg-12766	24	15	sports	sport	NOUN
fuelectenerg-12766	24	16	video	video	NOUN
fuelectenerg-12766	24	17	archives	archive	NOUN
fuelectenerg-12766	24	18	and	and	CCONJ
fuelectenerg-12766	24	19	help	help	NOUN
fuelectenerg-12766	24	20	in	in	ADP
fuelectenerg-12766	24	21	strategy	strategy	NOUN
fuelectenerg-12766	24	22	[	[	X
fuelectenerg-12766	24	23	5	5	NUM
fuelectenerg-12766	24	24	-	-	SYM
fuelectenerg-12766	24	25	9	9	NUM
fuelectenerg-12766	24	26	]	]	PUNCT
fuelectenerg-12766	24	27	.	.	PUNCT
fuelectenerg-12766	25	1	to	to	PART
fuelectenerg-12766	25	2	classify	classify	VERB
fuelectenerg-12766	25	3	any	any	DET
fuelectenerg-12766	25	4	video	video	NOUN
fuelectenerg-12766	25	5	,	,	PUNCT
fuelectenerg-12766	25	6	we	we	PRON
fuelectenerg-12766	25	7	need	need	VERB
fuelectenerg-12766	25	8	to	to	PART
fuelectenerg-12766	25	9	analyze	analyze	VERB
fuelectenerg-12766	25	10	it	it	PRON
fuelectenerg-12766	25	11	sequentially	sequentially	ADV
fuelectenerg-12766	25	12	;	;	PUNCT
fuelectenerg-12766	25	13	we	we	PRON
fuelectenerg-12766	25	14	analyze	analyze	VERB
fuelectenerg-12766	25	15	the	the	DET
fuelectenerg-12766	25	16	context	context	NOUN
fuelectenerg-12766	25	17	of	of	ADP
fuelectenerg-12766	25	18	a	a	DET
fuelectenerg-12766	25	19	scene	scene	NOUN
fuelectenerg-12766	25	20	.	.	PUNCT
fuelectenerg-12766	26	1	many	many	ADJ
fuelectenerg-12766	26	2	attempts	attempt	NOUN
fuelectenerg-12766	26	3	have	have	AUX
fuelectenerg-12766	26	4	been	be	AUX
fuelectenerg-12766	26	5	made	make	VERB
fuelectenerg-12766	26	6	to	to	PART
fuelectenerg-12766	26	7	classify	classify	VERB
fuelectenerg-12766	26	8	video	video	NOUN
fuelectenerg-12766	26	9	information	information	NOUN
fuelectenerg-12766	26	10	concerning	concern	VERB
fuelectenerg-12766	26	11	the	the	DET
fuelectenerg-12766	26	12	scene	scene	NOUN
fuelectenerg-12766	26	13	context	context	NOUN
fuelectenerg-12766	27	1	[	[	X
fuelectenerg-12766	27	2	13	13	NUM
fuelectenerg-12766	27	3	-	-	SYM
fuelectenerg-12766	27	4	20	20	NUM
fuelectenerg-12766	27	5	]	]	PUNCT
fuelectenerg-12766	27	6	.	.	PUNCT
fuelectenerg-12766	28	1	to	to	PART
fuelectenerg-12766	28	2	solve	solve	VERB
fuelectenerg-12766	28	3	a	a	DET
fuelectenerg-12766	28	4	complex	complex	ADJ
fuelectenerg-12766	28	5	task	task	NOUN
fuelectenerg-12766	28	6	in	in	ADP
fuelectenerg-12766	28	7	computer	computer	NOUN
fuelectenerg-12766	28	8	vision	vision	NOUN
fuelectenerg-12766	28	9	,	,	PUNCT
fuelectenerg-12766	28	10	convolution	convolution	NOUN
fuelectenerg-12766	28	11	neural	neural	ADJ
fuelectenerg-12766	28	12	network	network	NOUN
fuelectenerg-12766	28	13	(	(	PUNCT
fuelectenerg-12766	28	14	cnn	cnn	PROPN
fuelectenerg-12766	28	15	)	)	PUNCT
fuelectenerg-12766	28	16	or	or	CCONJ
fuelectenerg-12766	28	17	deep	deep	ADJ
fuelectenerg-12766	28	18	learning	learning	NOUN
fuelectenerg-12766	28	19	models	model	NOUN
fuelectenerg-12766	28	20	are	be	AUX
fuelectenerg-12766	28	21	very	very	ADV
fuelectenerg-12766	28	22	effective	effective	ADJ
fuelectenerg-12766	28	23	and	and	CCONJ
fuelectenerg-12766	28	24	are	be	AUX
fuelectenerg-12766	28	25	mostly	mostly	ADV
fuelectenerg-12766	28	26	used	use	VERB
fuelectenerg-12766	28	27	to	to	PART
fuelectenerg-12766	28	28	solve	solve	VERB
fuelectenerg-12766	28	29	computer	computer	NOUN
fuelectenerg-12766	28	30	vision	vision	NOUN
fuelectenerg-12766	28	31	problems	problem	NOUN
fuelectenerg-12766	28	32	(	(	PUNCT
fuelectenerg-12766	28	33	problems	problem	NOUN
fuelectenerg-12766	28	34	related	relate	VERB
fuelectenerg-12766	28	35	to	to	ADP
fuelectenerg-12766	28	36	images	image	NOUN
fuelectenerg-12766	28	37	and	and	CCONJ
fuelectenerg-12766	28	38	videos	video	NOUN
fuelectenerg-12766	28	39	)	)	PUNCT
fuelectenerg-12766	29	1	[	[	X
fuelectenerg-12766	29	2	21	21	NUM
fuelectenerg-12766	29	3	-	-	SYM
fuelectenerg-12766	29	4	25	25	NUM
fuelectenerg-12766	29	5	]	]	PUNCT
fuelectenerg-12766	29	6	.	.	PUNCT
fuelectenerg-12766	30	1	for	for	ADP
fuelectenerg-12766	30	2	recognition	recognition	NOUN
fuelectenerg-12766	30	3	of	of	ADP
fuelectenerg-12766	30	4	any	any	DET
fuelectenerg-12766	30	5	sports	sport	NOUN
fuelectenerg-12766	30	6	type	type	NOUN
fuelectenerg-12766	30	7	,	,	PUNCT
fuelectenerg-12766	30	8	only	only	ADV
fuelectenerg-12766	30	9	a	a	DET
fuelectenerg-12766	30	10	set	set	NOUN
fuelectenerg-12766	30	11	of	of	ADP
fuelectenerg-12766	30	12	actions	action	NOUN
fuelectenerg-12766	30	13	is	be	AUX
fuelectenerg-12766	30	14	needed	need	VERB
fuelectenerg-12766	30	15	by	by	ADP
fuelectenerg-12766	30	16	a	a	DET
fuelectenerg-12766	30	17	human	human	ADJ
fuelectenerg-12766	30	18	being	being	NOUN
fuelectenerg-12766	30	19	.	.	PUNCT
fuelectenerg-12766	31	1	sometimes	sometimes	ADV
fuelectenerg-12766	31	2	,	,	PUNCT
fuelectenerg-12766	31	3	only	only	ADV
fuelectenerg-12766	31	4	surrounding	surround	VERB
fuelectenerg-12766	31	5	elements	element	NOUN
fuelectenerg-12766	31	6	are	be	AUX
fuelectenerg-12766	31	7	sufficient	sufficient	ADJ
fuelectenerg-12766	31	8	to	to	PART
fuelectenerg-12766	31	9	recognize	recognize	VERB
fuelectenerg-12766	31	10	a	a	DET
fuelectenerg-12766	31	11	sports	sport	NOUN
fuelectenerg-12766	31	12	type	type	NOUN
fuelectenerg-12766	31	13	.	.	PUNCT
fuelectenerg-12766	32	1	sports	sport	NOUN
fuelectenerg-12766	32	2	videos	video	NOUN
fuelectenerg-12766	32	3	are	be	AUX
fuelectenerg-12766	32	4	a	a	DET
fuelectenerg-12766	32	5	sequence	sequence	NOUN
fuelectenerg-12766	32	6	of	of	ADP
fuelectenerg-12766	32	7	images	image	NOUN
fuelectenerg-12766	32	8	that	that	PRON
fuelectenerg-12766	32	9	develop	develop	VERB
fuelectenerg-12766	32	10	a	a	DET
fuelectenerg-12766	32	11	sports	sport	NOUN
fuelectenerg-12766	32	12	video	video	NOUN
fuelectenerg-12766	32	13	classifier	classifier	NOUN
fuelectenerg-12766	32	14	to	to	PART
fuelectenerg-12766	32	15	classify	classify	VERB
fuelectenerg-12766	32	16	them	they	PRON
fuelectenerg-12766	32	17	into	into	ADP
fuelectenerg-12766	32	18	multiple	multiple	ADJ
fuelectenerg-12766	32	19	sports	sport	NOUN
fuelectenerg-12766	32	20	classes	class	NOUN
fuelectenerg-12766	32	21	.	.	PUNCT
fuelectenerg-12766	33	1	the	the	DET
fuelectenerg-12766	33	2	system	system	NOUN
fuelectenerg-12766	33	3	needs	need	VERB
fuelectenerg-12766	33	4	to	to	PART
fuelectenerg-12766	33	5	consider	consider	VERB
fuelectenerg-12766	33	6	spatial	spatial	ADJ
fuelectenerg-12766	33	7	and	and	CCONJ
fuelectenerg-12766	33	8	temporal	temporal	ADJ
fuelectenerg-12766	33	9	information	information	NOUN
fuelectenerg-12766	33	10	[	[	X
fuelectenerg-12766	33	11	26	26	NUM
fuelectenerg-12766	33	12	-	-	SYM
fuelectenerg-12766	33	13	30	30	NUM
fuelectenerg-12766	33	14	]	]	PUNCT
fuelectenerg-12766	33	15	.	.	PUNCT
fuelectenerg-12766	34	1	cnn	cnn	PROPN
fuelectenerg-12766	34	2	is	be	AUX
fuelectenerg-12766	34	3	mostly	mostly	ADV
fuelectenerg-12766	34	4	used	use	VERB
fuelectenerg-12766	34	5	to	to	PART
fuelectenerg-12766	34	6	extract	extract	VERB
fuelectenerg-12766	34	7	spatial	spatial	ADJ
fuelectenerg-12766	34	8	features	feature	NOUN
fuelectenerg-12766	34	9	[	[	X
fuelectenerg-12766	34	10	5	5	NUM
fuelectenerg-12766	34	11	]	]	PUNCT
fuelectenerg-12766	34	12	since	since	SCONJ
fuelectenerg-12766	34	13	it	it	PRON
fuelectenerg-12766	34	14	is	be	AUX
fuelectenerg-12766	34	15	very	very	ADV
fuelectenerg-12766	34	16	effective	effective	ADJ
fuelectenerg-12766	34	17	in	in	ADP
fuelectenerg-12766	34	18	extracting	extract	VERB
fuelectenerg-12766	34	19	spatial	spatial	ADJ
fuelectenerg-12766	34	20	features	feature	NOUN
fuelectenerg-12766	34	21	and	and	CCONJ
fuelectenerg-12766	34	22	to	to	PART
fuelectenerg-12766	34	23	handle	handle	VERB
fuelectenerg-12766	34	24	temporal	temporal	ADJ
fuelectenerg-12766	34	25	features	feature	NOUN
fuelectenerg-12766	34	26	,	,	PUNCT
fuelectenerg-12766	34	27	recurrent	recurrent	ADJ
fuelectenerg-12766	34	28	neural	neural	ADJ
fuelectenerg-12766	34	29	networks	network	NOUN
fuelectenerg-12766	34	30	are	be	AUX
fuelectenerg-12766	34	31	used	use	VERB
fuelectenerg-12766	34	32	because	because	SCONJ
fuelectenerg-12766	34	33	of	of	ADP
fuelectenerg-12766	34	34	their	their	PRON
fuelectenerg-12766	34	35	memory	memory	NOUN
fuelectenerg-12766	34	36	gates	gate	NOUN
fuelectenerg-12766	34	37	.	.	PUNCT
fuelectenerg-12766	35	1	these	these	DET
fuelectenerg-12766	35	2	two	two	NUM
fuelectenerg-12766	35	3	models	model	NOUN
fuelectenerg-12766	35	4	can	can	AUX
fuelectenerg-12766	35	5	be	be	AUX
fuelectenerg-12766	35	6	combined	combine	VERB
fuelectenerg-12766	35	7	to	to	PART
fuelectenerg-12766	35	8	analyze	analyze	VERB
fuelectenerg-12766	35	9	and	and	CCONJ
fuelectenerg-12766	35	10	recognize	recognize	VERB
fuelectenerg-12766	35	11	visual	visual	ADJ
fuelectenerg-12766	35	12	patterns	pattern	NOUN
fuelectenerg-12766	35	13	,	,	PUNCT
fuelectenerg-12766	35	14	but	but	CCONJ
fuelectenerg-12766	35	15	combining	combine	VERB
fuelectenerg-12766	35	16	cnn	cnn	PROPN
fuelectenerg-12766	35	17	and	and	CCONJ
fuelectenerg-12766	35	18	rnn	rnn	PROPN
fuelectenerg-12766	35	19	requires	require	VERB
fuelectenerg-12766	35	20	more	more	ADJ
fuelectenerg-12766	35	21	computational	computational	ADJ
fuelectenerg-12766	35	22	resources	resource	NOUN
fuelectenerg-12766	35	23	.	.	PUNCT
fuelectenerg-12766	36	1	now	now	ADV
fuelectenerg-12766	36	2	coming	come	VERB
fuelectenerg-12766	36	3	to	to	ADP
fuelectenerg-12766	36	4	some	some	DET
fuelectenerg-12766	36	5	cnn	cnn	PROPN
fuelectenerg-12766	36	6	architectures	architecture	NOUN
fuelectenerg-12766	36	7	,	,	PUNCT
fuelectenerg-12766	36	8	such	such	ADJ
fuelectenerg-12766	36	9	as	as	ADP
fuelectenerg-12766	36	10	vgg	vgg	NOUN
fuelectenerg-12766	36	11	,	,	PUNCT
fuelectenerg-12766	36	12	alexnet	alexnet	ADJ
fuelectenerg-12766	36	13	,	,	PUNCT
fuelectenerg-12766	36	14	googlenet	googlenet	NOUN
fuelectenerg-12766	36	15	,	,	PUNCT
fuelectenerg-12766	36	16	resnet	resnet	NOUN
fuelectenerg-12766	36	17	,	,	PUNCT
fuelectenerg-12766	36	18	etc	etc	X
fuelectenerg-12766	36	19	.	.	X
fuelectenerg-12766	36	20	,	,	PUNCT
fuelectenerg-12766	36	21	are	be	AUX
fuelectenerg-12766	36	22	multilayered	multilayere	VERB
fuelectenerg-12766	36	23	neural	neural	ADJ
fuelectenerg-12766	36	24	networks	network	NOUN
fuelectenerg-12766	36	25	designed	design	VERB
fuelectenerg-12766	36	26	to	to	PART
fuelectenerg-12766	36	27	analyze	analyze	VERB
fuelectenerg-12766	36	28	and	and	CCONJ
fuelectenerg-12766	36	29	recognize	recognize	VERB
fuelectenerg-12766	36	30	visual	visual	ADJ
fuelectenerg-12766	36	31	patterns	pattern	NOUN
fuelectenerg-12766	36	32	straightaway	straightaway	ADV
fuelectenerg-12766	36	33	from	from	ADP
fuelectenerg-12766	36	34	pixels	pixel	NOUN
fuelectenerg-12766	36	35	of	of	ADP
fuelectenerg-12766	36	36	images	image	NOUN
fuelectenerg-12766	36	37	,	,	PUNCT
fuelectenerg-12766	36	38	requiring	require	VERB
fuelectenerg-12766	36	39	less	less	ADJ
fuelectenerg-12766	36	40	computational	computational	ADJ
fuelectenerg-12766	36	41	resources	resource	NOUN
fuelectenerg-12766	36	42	.	.	PUNCT
fuelectenerg-12766	37	1	fig	fig	NOUN
fuelectenerg-12766	37	2	.	.	PUNCT
fuelectenerg-12766	38	1	1	1	NUM
fuelectenerg-12766	38	2	overview	overview	NOUN
fuelectenerg-12766	38	3	of	of	ADP
fuelectenerg-12766	38	4	the	the	DET
fuelectenerg-12766	38	5	approach	approach	NOUN
fuelectenerg-12766	38	6	[	[	X
fuelectenerg-12766	38	7	3	3	X
fuelectenerg-12766	38	8	]	]	X
fuelectenerg-12766	38	9	classification	classification	NOUN
fuelectenerg-12766	38	10	of	of	ADP
fuelectenerg-12766	38	11	sports	sport	NOUN
fuelectenerg-12766	38	12	videos	video	NOUN
fuelectenerg-12766	38	13	by	by	ADP
fuelectenerg-12766	38	14	combining	combine	VERB
fuelectenerg-12766	38	15	resnet50	resnet50	NOUN
fuelectenerg-12766	38	16	model	model	NOUN
fuelectenerg-12766	38	17	and	and	CCONJ
fuelectenerg-12766	38	18	fine	fine	ADJ
fuelectenerg-12766	38	19	tuning	tune	VERB
fuelectenerg-12766	38	20	41	41	NUM
fuelectenerg-12766	38	21	fine	fine	ADV
fuelectenerg-12766	38	22	-	-	PUNCT
fuelectenerg-12766	38	23	tuning	tuning	NOUN
fuelectenerg-12766	38	24	is	be	AUX
fuelectenerg-12766	38	25	applied	apply	VERB
fuelectenerg-12766	38	26	to	to	ADP
fuelectenerg-12766	38	27	the	the	DET
fuelectenerg-12766	38	28	cnn	cnn	PROPN
fuelectenerg-12766	38	29	(	(	PUNCT
fuelectenerg-12766	38	30	resnet50	resnet50	NOUN
fuelectenerg-12766	38	31	)	)	PUNCT
fuelectenerg-12766	38	32	model	model	NOUN
fuelectenerg-12766	38	33	because	because	SCONJ
fuelectenerg-12766	38	34	resnet50	resnet50	NOUN
fuelectenerg-12766	38	35	is	be	AUX
fuelectenerg-12766	38	36	a	a	DET
fuelectenerg-12766	38	37	pre	pre	ADJ
fuelectenerg-12766	38	38	-	-	ADJ
fuelectenerg-12766	38	39	trained	train	VERB
fuelectenerg-12766	38	40	model	model	NOUN
fuelectenerg-12766	38	41	on	on	ADP
fuelectenerg-12766	38	42	the	the	DET
fuelectenerg-12766	38	43	imagenet	imagenet	NOUN
fuelectenerg-12766	38	44	dataset	dataset	NOUN
fuelectenerg-12766	38	45	.	.	PUNCT
fuelectenerg-12766	39	1	to	to	PART
fuelectenerg-12766	39	2	adjust	adjust	VERB
fuelectenerg-12766	39	3	a	a	DET
fuelectenerg-12766	39	4	pre	pre	ADJ
fuelectenerg-12766	39	5	-	-	ADJ
fuelectenerg-12766	39	6	trained	train	VERB
fuelectenerg-12766	39	7	model	model	NOUN
fuelectenerg-12766	39	8	—	—	PUNCT
fuelectenerg-12766	39	9	which	which	PRON
fuelectenerg-12766	39	10	has	have	AUX
fuelectenerg-12766	39	11	learned	learn	VERB
fuelectenerg-12766	39	12	generic	generic	ADJ
fuelectenerg-12766	39	13	characteristics	characteristic	NOUN
fuelectenerg-12766	39	14	from	from	ADP
fuelectenerg-12766	39	15	a	a	DET
fuelectenerg-12766	39	16	huge	huge	ADJ
fuelectenerg-12766	39	17	dataset	dataset	NOUN
fuelectenerg-12766	39	18	(	(	PUNCT
fuelectenerg-12766	39	19	like	like	ADP
fuelectenerg-12766	39	20	imagenet)—to	imagenet)—to	ADP
fuelectenerg-12766	39	21	a	a	DET
fuelectenerg-12766	39	22	particular	particular	ADJ
fuelectenerg-12766	39	23	job	job	NOUN
fuelectenerg-12766	39	24	using	use	VERB
fuelectenerg-12766	39	25	new	new	ADJ
fuelectenerg-12766	39	26	data	datum	NOUN
fuelectenerg-12766	39	27	,	,	PUNCT
fuelectenerg-12766	39	28	cnns	cnn	NOUN
fuelectenerg-12766	39	29	like	like	ADP
fuelectenerg-12766	39	30	resnet50	resnet50	NOUN
fuelectenerg-12766	39	31	must	must	AUX
fuelectenerg-12766	39	32	be	be	AUX
fuelectenerg-12766	39	33	fine	fine	ADV
fuelectenerg-12766	39	34	-	-	PUNCT
fuelectenerg-12766	39	35	tuned	tune	VERB
fuelectenerg-12766	39	36	.	.	PUNCT
fuelectenerg-12766	40	1	fine	fine	ADJ
fuelectenerg-12766	40	2	-	-	PUNCT
fuelectenerg-12766	40	3	tuning	tuning	NOUN
fuelectenerg-12766	40	4	reduces	reduce	VERB
fuelectenerg-12766	40	5	training	training	NOUN
fuelectenerg-12766	40	6	time	time	NOUN
fuelectenerg-12766	40	7	and	and	CCONJ
fuelectenerg-12766	40	8	increases	increase	VERB
fuelectenerg-12766	40	9	performance	performance	NOUN
fuelectenerg-12766	40	10	compared	compare	VERB
fuelectenerg-12766	40	11	to	to	ADP
fuelectenerg-12766	40	12	starting	start	VERB
fuelectenerg-12766	40	13	from	from	ADP
fuelectenerg-12766	40	14	scratch	scratch	NOUN
fuelectenerg-12766	40	15	,	,	PUNCT
fuelectenerg-12766	40	16	which	which	PRON
fuelectenerg-12766	40	17	takes	take	VERB
fuelectenerg-12766	40	18	a	a	DET
fuelectenerg-12766	40	19	lot	lot	NOUN
fuelectenerg-12766	40	20	of	of	ADP
fuelectenerg-12766	40	21	effort	effort	NOUN
fuelectenerg-12766	40	22	and	and	CCONJ
fuelectenerg-12766	40	23	enormous	enormous	ADJ
fuelectenerg-12766	40	24	datasets	dataset	NOUN
fuelectenerg-12766	40	25	.	.	PUNCT
fuelectenerg-12766	41	1	we	we	PRON
fuelectenerg-12766	41	2	allow	allow	VERB
fuelectenerg-12766	41	3	the	the	DET
fuelectenerg-12766	41	4	model	model	NOUN
fuelectenerg-12766	41	5	to	to	PART
fuelectenerg-12766	41	6	acquire	acquire	VERB
fuelectenerg-12766	41	7	new	new	ADJ
fuelectenerg-12766	41	8	,	,	PUNCT
fuelectenerg-12766	41	9	task	task	NOUN
fuelectenerg-12766	41	10	-	-	PUNCT
fuelectenerg-12766	41	11	specific	specific	ADJ
fuelectenerg-12766	41	12	characteristics	characteristic	NOUN
fuelectenerg-12766	41	13	while	while	SCONJ
fuelectenerg-12766	41	14	utilizing	utilize	VERB
fuelectenerg-12766	41	15	its	its	PRON
fuelectenerg-12766	41	16	pre	pre	ADJ
fuelectenerg-12766	41	17	-	-	ADJ
fuelectenerg-12766	41	18	existing	existing	ADJ
fuelectenerg-12766	41	19	knowledge	knowledge	NOUN
fuelectenerg-12766	41	20	of	of	ADP
fuelectenerg-12766	41	21	fundamental	fundamental	ADJ
fuelectenerg-12766	41	22	picture	picture	NOUN
fuelectenerg-12766	41	23	properties	property	NOUN
fuelectenerg-12766	41	24	by	by	ADP
fuelectenerg-12766	41	25	freezing	freeze	VERB
fuelectenerg-12766	41	26	the	the	DET
fuelectenerg-12766	41	27	early	early	ADJ
fuelectenerg-12766	41	28	layers	layer	NOUN
fuelectenerg-12766	41	29	and	and	CCONJ
fuelectenerg-12766	41	30	updating	update	VERB
fuelectenerg-12766	41	31	the	the	DET
fuelectenerg-12766	41	32	later	later	ADJ
fuelectenerg-12766	41	33	ones	one	NOUN
fuelectenerg-12766	41	34	.	.	PUNCT
fuelectenerg-12766	42	1	this	this	DET
fuelectenerg-12766	42	2	method	method	NOUN
fuelectenerg-12766	42	3	makes	make	VERB
fuelectenerg-12766	42	4	training	training	NOUN
fuelectenerg-12766	42	5	faster	fast	ADJ
fuelectenerg-12766	42	6	,	,	PUNCT
fuelectenerg-12766	42	7	more	more	ADV
fuelectenerg-12766	42	8	accurate	accurate	ADJ
fuelectenerg-12766	42	9	,	,	PUNCT
fuelectenerg-12766	42	10	and	and	CCONJ
fuelectenerg-12766	42	11	requires	require	VERB
fuelectenerg-12766	42	12	less	less	ADJ
fuelectenerg-12766	42	13	data	datum	NOUN
fuelectenerg-12766	42	14	.	.	PUNCT
fuelectenerg-12766	43	1	the	the	DET
fuelectenerg-12766	43	2	novelty	novelty	NOUN
fuelectenerg-12766	43	3	of	of	ADP
fuelectenerg-12766	43	4	the	the	DET
fuelectenerg-12766	43	5	proposed	propose	VERB
fuelectenerg-12766	43	6	work	work	NOUN
fuelectenerg-12766	43	7	is	be	AUX
fuelectenerg-12766	43	8	as	as	SCONJ
fuelectenerg-12766	43	9	follows	follow	VERB
fuelectenerg-12766	43	10	:	:	PUNCT
fuelectenerg-12766	43	11	(	(	PUNCT
fuelectenerg-12766	43	12	i	i	NOUN
fuelectenerg-12766	43	13	)	)	PUNCT
fuelectenerg-12766	43	14	integrating	integrate	VERB
fuelectenerg-12766	43	15	resnet50	resnet50	NOUN
fuelectenerg-12766	43	16	with	with	ADP
fuelectenerg-12766	43	17	fine	fine	ADV
fuelectenerg-12766	43	18	-	-	PUNCT
fuelectenerg-12766	43	19	tuning	tuning	NOUN
fuelectenerg-12766	43	20	:	:	PUNCT
fuelectenerg-12766	43	21	to	to	PART
fuelectenerg-12766	43	22	categorize	categorize	VERB
fuelectenerg-12766	43	23	sports	sport	NOUN
fuelectenerg-12766	43	24	images	image	NOUN
fuelectenerg-12766	43	25	,	,	PUNCT
fuelectenerg-12766	43	26	especially	especially	ADV
fuelectenerg-12766	43	27	those	those	PRON
fuelectenerg-12766	43	28	related	relate	VERB
fuelectenerg-12766	43	29	to	to	ADP
fuelectenerg-12766	43	30	indian	indian	ADJ
fuelectenerg-12766	43	31	sports	sport	NOUN
fuelectenerg-12766	43	32	,	,	PUNCT
fuelectenerg-12766	43	33	this	this	DET
fuelectenerg-12766	43	34	work	work	NOUN
fuelectenerg-12766	43	35	interestingly	interestingly	ADV
fuelectenerg-12766	43	36	combines	combine	VERB
fuelectenerg-12766	43	37	the	the	DET
fuelectenerg-12766	43	38	resnet50	resnet50	NOUN
fuelectenerg-12766	43	39	model	model	NOUN
fuelectenerg-12766	43	40	with	with	ADP
fuelectenerg-12766	43	41	fine	fine	ADJ
fuelectenerg-12766	43	42	-	-	PUNCT
fuelectenerg-12766	43	43	tuning	tune	VERB
fuelectenerg-12766	43	44	approaches	approach	NOUN
fuelectenerg-12766	43	45	.	.	PUNCT
fuelectenerg-12766	44	1	(	(	PUNCT
fuelectenerg-12766	44	2	ii	ii	NOUN
fuelectenerg-12766	44	3	)	)	PUNCT
fuelectenerg-12766	44	4	sports	sport	NOUN
fuelectenerg-12766	44	5	action	action	NOUN
fuelectenerg-12766	44	6	classification	classification	NOUN
fuelectenerg-12766	44	7	dataset	dataset	NOUN
fuelectenerg-12766	44	8	:	:	PUNCT
fuelectenerg-12766	44	9	a	a	DET
fuelectenerg-12766	44	10	new	new	ADJ
fuelectenerg-12766	44	11	dataset	dataset	NOUN
fuelectenerg-12766	44	12	on	on	ADP
fuelectenerg-12766	44	13	classifying	classify	VERB
fuelectenerg-12766	44	14	14	14	NUM
fuelectenerg-12766	44	15	prominent	prominent	ADJ
fuelectenerg-12766	44	16	sports	sport	NOUN
fuelectenerg-12766	44	17	in	in	ADP
fuelectenerg-12766	44	18	india	india	PROPN
fuelectenerg-12766	44	19	according	accord	VERB
fuelectenerg-12766	44	20	to	to	ADP
fuelectenerg-12766	44	21	sporting	sporting	NOUN
fuelectenerg-12766	44	22	actions	action	NOUN
fuelectenerg-12766	44	23	has	have	AUX
fuelectenerg-12766	44	24	been	be	AUX
fuelectenerg-12766	44	25	generated	generate	VERB
fuelectenerg-12766	44	26	.	.	PUNCT
fuelectenerg-12766	45	1	(	(	PUNCT
fuelectenerg-12766	45	2	iii	iii	X
fuelectenerg-12766	45	3	)	)	PUNCT
fuelectenerg-12766	45	4	high	high	ADJ
fuelectenerg-12766	45	5	accuracy	accuracy	NOUN
fuelectenerg-12766	45	6	:	:	PUNCT
fuelectenerg-12766	45	7	the	the	DET
fuelectenerg-12766	45	8	proposed	propose	VERB
fuelectenerg-12766	45	9	classifier	classifier	NOUN
fuelectenerg-12766	45	10	achieves	achieve	VERB
fuelectenerg-12766	45	11	an	an	DET
fuelectenerg-12766	45	12	impressive	impressive	ADJ
fuelectenerg-12766	45	13	training	training	NOUN
fuelectenerg-12766	45	14	accuracy	accuracy	NOUN
fuelectenerg-12766	45	15	of	of	ADP
fuelectenerg-12766	45	16	91.73	91.73	NUM
fuelectenerg-12766	45	17	%	%	NOUN
fuelectenerg-12766	45	18	,	,	PUNCT
fuelectenerg-12766	45	19	highlighting	highlight	VERB
fuelectenerg-12766	45	20	its	its	PRON
fuelectenerg-12766	45	21	effectiveness	effectiveness	NOUN
fuelectenerg-12766	45	22	in	in	ADP
fuelectenerg-12766	45	23	classifying	classify	VERB
fuelectenerg-12766	45	24	sports	sport	NOUN
fuelectenerg-12766	45	25	videos	video	NOUN
fuelectenerg-12766	45	26	.	.	PUNCT
fuelectenerg-12766	46	1	(	(	PUNCT
fuelectenerg-12766	46	2	iv	iv	X
fuelectenerg-12766	46	3	)	)	PUNCT
fuelectenerg-12766	46	4	focussing	focusse	VERB
fuelectenerg-12766	46	5	on	on	ADP
fuelectenerg-12766	46	6	recognising	recognise	VERB
fuelectenerg-12766	46	7	sports	sport	NOUN
fuelectenerg-12766	46	8	action	action	NOUN
fuelectenerg-12766	46	9	:	:	PUNCT
fuelectenerg-12766	46	10	the	the	DET
fuelectenerg-12766	46	11	work	work	NOUN
fuelectenerg-12766	46	12	emphasizes	emphasize	VERB
fuelectenerg-12766	46	13	sports	sport	NOUN
fuelectenerg-12766	46	14	video	video	NOUN
fuelectenerg-12766	46	15	categorization	categorization	NOUN
fuelectenerg-12766	46	16	,	,	PUNCT
fuelectenerg-12766	46	17	which	which	PRON
fuelectenerg-12766	46	18	is	be	AUX
fuelectenerg-12766	46	19	a	a	DET
fuelectenerg-12766	46	20	subclass	subclass	NOUN
fuelectenerg-12766	46	21	of	of	ADP
fuelectenerg-12766	46	22	human	human	ADJ
fuelectenerg-12766	46	23	action	action	NOUN
fuelectenerg-12766	46	24	recognition	recognition	NOUN
fuelectenerg-12766	46	25	.	.	PUNCT
fuelectenerg-12766	47	1	(	(	PUNCT
fuelectenerg-12766	47	2	v	v	NOUN
fuelectenerg-12766	47	3	)	)	PUNCT
fuelectenerg-12766	47	4	freeze	freeze	NOUN
fuelectenerg-12766	47	5	and	and	CCONJ
fuelectenerg-12766	47	6	fine	fine	ADJ
fuelectenerg-12766	47	7	-	-	PUNCT
fuelectenerg-12766	47	8	tune	tune	NOUN
fuelectenerg-12766	47	9	approach	approach	NOUN
fuelectenerg-12766	47	10	:	:	PUNCT
fuelectenerg-12766	47	11	the	the	DET
fuelectenerg-12766	47	12	model	model	NOUN
fuelectenerg-12766	47	13	is	be	AUX
fuelectenerg-12766	47	14	specialised	specialise	VERB
fuelectenerg-12766	47	15	for	for	ADP
fuelectenerg-12766	47	16	sports	sport	NOUN
fuelectenerg-12766	47	17	video	video	NOUN
fuelectenerg-12766	47	18	classification	classification	NOUN
fuelectenerg-12766	47	19	,	,	PUNCT
fuelectenerg-12766	47	20	providing	provide	VERB
fuelectenerg-12766	47	21	a	a	DET
fuelectenerg-12766	47	22	new	new	ADJ
fuelectenerg-12766	47	23	technique	technique	NOUN
fuelectenerg-12766	47	24	in	in	ADP
fuelectenerg-12766	47	25	this	this	DET
fuelectenerg-12766	47	26	area	area	NOUN
fuelectenerg-12766	47	27	.	.	PUNCT
fuelectenerg-12766	48	1	it	it	PRON
fuelectenerg-12766	48	2	is	be	AUX
fuelectenerg-12766	48	3	achieved	achieve	VERB
fuelectenerg-12766	48	4	by	by	ADP
fuelectenerg-12766	48	5	freezing	freeze	VERB
fuelectenerg-12766	48	6	the	the	DET
fuelectenerg-12766	48	7	underlying	underlie	VERB
fuelectenerg-12766	48	8	resnet50	resnet50	NOUN
fuelectenerg-12766	48	9	model	model	NOUN
fuelectenerg-12766	48	10	and	and	CCONJ
fuelectenerg-12766	48	11	fine	fine	ADV
fuelectenerg-12766	48	12	-	-	PUNCT
fuelectenerg-12766	48	13	tuning	tune	VERB
fuelectenerg-12766	48	14	the	the	DET
fuelectenerg-12766	48	15	top	top	ADJ
fuelectenerg-12766	48	16	layers	layer	NOUN
fuelectenerg-12766	48	17	.	.	PUNCT
fuelectenerg-12766	49	1	related	relate	VERB
fuelectenerg-12766	49	2	works	work	NOUN
fuelectenerg-12766	49	3	are	be	AUX
fuelectenerg-12766	49	4	described	describe	VERB
fuelectenerg-12766	49	5	in	in	ADP
fuelectenerg-12766	49	6	section	section	PROPN
fuelectenerg-12766	49	7	ii	ii	PROPN
fuelectenerg-12766	49	8	,	,	PUNCT
fuelectenerg-12766	49	9	the	the	DET
fuelectenerg-12766	49	10	collection	collection	NOUN
fuelectenerg-12766	49	11	of	of	ADP
fuelectenerg-12766	49	12	datasets	dataset	NOUN
fuelectenerg-12766	49	13	is	be	AUX
fuelectenerg-12766	49	14	discussed	discuss	VERB
fuelectenerg-12766	49	15	in	in	ADP
fuelectenerg-12766	49	16	section	section	NOUN
fuelectenerg-12766	49	17	iii	iii	PROPN
fuelectenerg-12766	49	18	,	,	PUNCT
fuelectenerg-12766	49	19	and	and	CCONJ
fuelectenerg-12766	49	20	section	section	NOUN
fuelectenerg-12766	49	21	iv	iv	NOUN
fuelectenerg-12766	49	22	describes	describe	VERB
fuelectenerg-12766	49	23	methodology	methodology	NOUN
fuelectenerg-12766	49	24	,	,	PUNCT
fuelectenerg-12766	49	25	results	result	NOUN
fuelectenerg-12766	49	26	,	,	PUNCT
fuelectenerg-12766	49	27	and	and	CCONJ
fuelectenerg-12766	49	28	conclusion	conclusion	NOUN
fuelectenerg-12766	49	29	in	in	ADP
fuelectenerg-12766	49	30	sections	section	NOUN
fuelectenerg-12766	49	31	v	v	ADP
fuelectenerg-12766	49	32	and	and	CCONJ
fuelectenerg-12766	49	33	vi	vi	NOUN
fuelectenerg-12766	49	34	,	,	PUNCT
fuelectenerg-12766	49	35	respectively	respectively	ADV
fuelectenerg-12766	49	36	.	.	PUNCT
fuelectenerg-12766	50	1	2	2	X
fuelectenerg-12766	50	2	.	.	NUM
fuelectenerg-12766	50	3	related	relate	VERB
fuelectenerg-12766	50	4	works	work	NOUN
fuelectenerg-12766	50	5	various	various	ADJ
fuelectenerg-12766	50	6	methodologies	methodology	NOUN
fuelectenerg-12766	50	7	have	have	AUX
fuelectenerg-12766	50	8	been	be	AUX
fuelectenerg-12766	50	9	used	use	VERB
fuelectenerg-12766	50	10	to	to	PART
fuelectenerg-12766	50	11	classify	classify	VERB
fuelectenerg-12766	50	12	sports	sport	NOUN
fuelectenerg-12766	50	13	and	and	CCONJ
fuelectenerg-12766	50	14	tv	tv	NOUN
fuelectenerg-12766	50	15	shows	show	NOUN
fuelectenerg-12766	50	16	.	.	PUNCT
fuelectenerg-12766	51	1	these	these	DET
fuelectenerg-12766	51	2	methodologies	methodology	NOUN
fuelectenerg-12766	51	3	differ	differ	VERB
fuelectenerg-12766	51	4	based	base	VERB
fuelectenerg-12766	51	5	on	on	ADP
fuelectenerg-12766	51	6	input	input	NOUN
fuelectenerg-12766	51	7	data	datum	NOUN
fuelectenerg-12766	51	8	types	type	NOUN
fuelectenerg-12766	51	9	like	like	ADP
fuelectenerg-12766	51	10	image	image	NOUN
fuelectenerg-12766	51	11	,	,	PUNCT
fuelectenerg-12766	51	12	audio	audio	NOUN
fuelectenerg-12766	51	13	,	,	PUNCT
fuelectenerg-12766	51	14	video	video	NOUN
fuelectenerg-12766	51	15	,	,	PUNCT
fuelectenerg-12766	51	16	etc	etc	X
fuelectenerg-12766	52	1	[	[	X
fuelectenerg-12766	52	2	6	6	NUM
fuelectenerg-12766	52	3	]	]	PUNCT
fuelectenerg-12766	52	4	.	.	PUNCT
fuelectenerg-12766	53	1	video	video	NOUN
fuelectenerg-12766	53	2	classification	classification	NOUN
fuelectenerg-12766	53	3	is	be	AUX
fuelectenerg-12766	53	4	quite	quite	ADV
fuelectenerg-12766	53	5	like	like	ADP
fuelectenerg-12766	53	6	image	image	NOUN
fuelectenerg-12766	53	7	classification	classification	NOUN
fuelectenerg-12766	53	8	.	.	PUNCT
fuelectenerg-12766	54	1	some	some	DET
fuelectenerg-12766	54	2	deep	deep	ADJ
fuelectenerg-12766	54	3	learning	learning	NOUN
fuelectenerg-12766	54	4	enthusiasts	enthusiast	NOUN
fuelectenerg-12766	54	5	are	be	AUX
fuelectenerg-12766	54	6	quick	quick	ADJ
fuelectenerg-12766	54	7	and	and	CCONJ
fuelectenerg-12766	54	8	treat	treat	VERB
fuelectenerg-12766	54	9	video	video	NOUN
fuelectenerg-12766	54	10	classification	classification	NOUN
fuelectenerg-12766	54	11	as	as	ADP
fuelectenerg-12766	54	12	simple	simple	ADJ
fuelectenerg-12766	54	13	,	,	PUNCT
fuelectenerg-12766	54	14	incorrect	incorrect	ADJ
fuelectenerg-12766	54	15	image	image	NOUN
fuelectenerg-12766	54	16	classification	classification	NOUN
fuelectenerg-12766	54	17	.	.	PUNCT
fuelectenerg-12766	55	1	since	since	SCONJ
fuelectenerg-12766	55	2	a	a	DET
fuelectenerg-12766	55	3	video	video	NOUN
fuelectenerg-12766	55	4	contains	contain	VERB
fuelectenerg-12766	55	5	spatial	spatial	ADJ
fuelectenerg-12766	55	6	and	and	CCONJ
fuelectenerg-12766	55	7	temporal	temporal	ADJ
fuelectenerg-12766	55	8	features	feature	NOUN
fuelectenerg-12766	55	9	.	.	PUNCT
fuelectenerg-12766	56	1	one	one	PRON
fuelectenerg-12766	56	2	can	can	AUX
fuelectenerg-12766	56	3	understand	understand	VERB
fuelectenerg-12766	56	4	a	a	DET
fuelectenerg-12766	56	5	video	video	NOUN
fuelectenerg-12766	56	6	as	as	ADP
fuelectenerg-12766	56	7	a	a	DET
fuelectenerg-12766	56	8	series	series	NOUN
fuelectenerg-12766	56	9	of	of	ADP
fuelectenerg-12766	56	10	images	image	NOUN
fuelectenerg-12766	56	11	.	.	PUNCT
fuelectenerg-12766	57	1	therefore	therefore	ADV
fuelectenerg-12766	57	2	,	,	PUNCT
fuelectenerg-12766	57	3	most	most	ADJ
fuelectenerg-12766	57	4	deep	deep	ADJ
fuelectenerg-12766	57	5	learning	learning	NOUN
fuelectenerg-12766	57	6	enthusiasts	enthusiast	NOUN
fuelectenerg-12766	57	7	consider	consider	VERB
fuelectenerg-12766	57	8	a	a	DET
fuelectenerg-12766	57	9	video	video	NOUN
fuelectenerg-12766	57	10	classification	classification	NOUN
fuelectenerg-12766	57	11	task	task	NOUN
fuelectenerg-12766	57	12	as	as	ADP
fuelectenerg-12766	57	13	an	an	DET
fuelectenerg-12766	57	14	image	image	NOUN
fuelectenerg-12766	57	15	classification	classification	NOUN
fuelectenerg-12766	57	16	task	task	NOUN
fuelectenerg-12766	57	17	by	by	ADP
fuelectenerg-12766	57	18	considering	consider	VERB
fuelectenerg-12766	57	19	n	n	CCONJ
fuelectenerg-12766	57	20	number	number	NOUN
fuelectenerg-12766	57	21	of	of	ADP
fuelectenerg-12766	57	22	frames	frame	NOUN
fuelectenerg-12766	57	23	in	in	ADP
fuelectenerg-12766	57	24	a	a	DET
fuelectenerg-12766	57	25	video	video	NOUN
fuelectenerg-12766	57	26	.	.	PUNCT
fuelectenerg-12766	58	1	in	in	ADP
fuelectenerg-12766	58	2	[	[	X
fuelectenerg-12766	58	3	2	2	NUM
fuelectenerg-12766	58	4	]	]	PUNCT
fuelectenerg-12766	58	5	,	,	PUNCT
fuelectenerg-12766	58	6	the	the	DET
fuelectenerg-12766	58	7	authors	author	NOUN
fuelectenerg-12766	58	8	have	have	AUX
fuelectenerg-12766	58	9	developed	develop	VERB
fuelectenerg-12766	58	10	three	three	NUM
fuelectenerg-12766	58	11	different	different	ADJ
fuelectenerg-12766	58	12	methods	method	NOUN
fuelectenerg-12766	58	13	to	to	PART
fuelectenerg-12766	58	14	classify	classify	VERB
fuelectenerg-12766	58	15	sports	sport	NOUN
fuelectenerg-12766	58	16	videos	video	NOUN
fuelectenerg-12766	58	17	two	two	NUM
fuelectenerg-12766	58	18	types	type	NOUN
fuelectenerg-12766	58	19	of	of	ADP
fuelectenerg-12766	58	20	neural	neural	ADJ
fuelectenerg-12766	58	21	networks	network	NOUN
fuelectenerg-12766	58	22	and	and	CCONJ
fuelectenerg-12766	58	23	texture	texture	ADJ
fuelectenerg-12766	58	24	code	code	NOUN
fuelectenerg-12766	58	25	cues	cue	NOUN
fuelectenerg-12766	58	26	.	.	PUNCT
fuelectenerg-12766	59	1	they	they	PRON
fuelectenerg-12766	59	2	used	use	VERB
fuelectenerg-12766	59	3	their	their	PRON
fuelectenerg-12766	59	4	combination	combination	NOUN
fuelectenerg-12766	59	5	and	and	CCONJ
fuelectenerg-12766	59	6	performed	perform	VERB
fuelectenerg-12766	59	7	best	well	ADV
fuelectenerg-12766	59	8	on	on	ADP
fuelectenerg-12766	59	9	neural	neural	ADJ
fuelectenerg-12766	59	10	net	net	ADJ
fuelectenerg-12766	59	11	cues	cue	NOUN
fuelectenerg-12766	59	12	.	.	PUNCT
fuelectenerg-12766	60	1	they	they	PRON
fuelectenerg-12766	60	2	have	have	AUX
fuelectenerg-12766	60	3	only	only	ADV
fuelectenerg-12766	60	4	considered	consider	VERB
fuelectenerg-12766	60	5	five	five	NUM
fuelectenerg-12766	60	6	different	different	ADJ
fuelectenerg-12766	60	7	types	type	NOUN
fuelectenerg-12766	60	8	of	of	ADP
fuelectenerg-12766	60	9	sports	sport	NOUN
fuelectenerg-12766	60	10	tennis	tennis	NOUN
fuelectenerg-12766	60	11	,	,	PUNCT
fuelectenerg-12766	60	12	cycling	cycling	NOUN
fuelectenerg-12766	60	13	,	,	PUNCT
fuelectenerg-12766	60	14	track	track	VERB
fuelectenerg-12766	60	15	events	event	NOUN
fuelectenerg-12766	60	16	,	,	PUNCT
fuelectenerg-12766	60	17	swimming	swimming	NOUN
fuelectenerg-12766	60	18	and	and	CCONJ
fuelectenerg-12766	60	19	yachting	yachting	NOUN
fuelectenerg-12766	60	20	.	.	PUNCT
fuelectenerg-12766	61	1	in	in	ADP
fuelectenerg-12766	61	2	[	[	X
fuelectenerg-12766	61	3	4	4	NUM
fuelectenerg-12766	61	4	]	]	PUNCT
fuelectenerg-12766	61	5	,	,	PUNCT
fuelectenerg-12766	61	6	support	support	NOUN
fuelectenerg-12766	61	7	vector	vector	NOUN
fuelectenerg-12766	61	8	machine	machine	NOUN
fuelectenerg-12766	61	9	(	(	PUNCT
fuelectenerg-12766	61	10	svm	svm	PROPN
fuelectenerg-12766	61	11	)	)	PUNCT
fuelectenerg-12766	61	12	,	,	PUNCT
fuelectenerg-12766	61	13	and	and	CCONJ
fuelectenerg-12766	61	14	random	random	ADJ
fuelectenerg-12766	61	15	forest	forest	NOUN
fuelectenerg-12766	61	16	(	(	PUNCT
fuelectenerg-12766	61	17	rf	rf	NOUN
fuelectenerg-12766	61	18	)	)	PUNCT
fuelectenerg-12766	61	19	techniques	technique	NOUN
fuelectenerg-12766	61	20	have	have	AUX
fuelectenerg-12766	61	21	been	be	AUX
fuelectenerg-12766	61	22	used	use	VERB
fuelectenerg-12766	61	23	to	to	PART
fuelectenerg-12766	61	24	classify	classify	VERB
fuelectenerg-12766	61	25	broadcasting	broadcasting	NOUN
fuelectenerg-12766	61	26	shows	show	NOUN
fuelectenerg-12766	61	27	.	.	PUNCT
fuelectenerg-12766	62	1	they	they	PRON
fuelectenerg-12766	62	2	have	have	AUX
fuelectenerg-12766	62	3	classed	class	VERB
fuelectenerg-12766	62	4	broadcasting	broadcasting	NOUN
fuelectenerg-12766	62	5	shows	show	NOUN
fuelectenerg-12766	62	6	into	into	ADP
fuelectenerg-12766	62	7	general	general	ADJ
fuelectenerg-12766	62	8	categories	category	NOUN
fuelectenerg-12766	62	9	such	such	ADJ
fuelectenerg-12766	62	10	as	as	ADP
fuelectenerg-12766	62	11	talk	talk	NOUN
fuelectenerg-12766	62	12	shows	show	NOUN
fuelectenerg-12766	62	13	,	,	PUNCT
fuelectenerg-12766	62	14	sports	sport	NOUN
fuelectenerg-12766	62	15	,	,	PUNCT
fuelectenerg-12766	62	16	news	news	NOUN
fuelectenerg-12766	62	17	,	,	PUNCT
fuelectenerg-12766	62	18	movies	movie	NOUN
fuelectenerg-12766	62	19	,	,	PUNCT
fuelectenerg-12766	62	20	cartoons	cartoon	NOUN
fuelectenerg-12766	62	21	,	,	PUNCT
fuelectenerg-12766	62	22	politics	politic	NOUN
fuelectenerg-12766	62	23	,	,	PUNCT
fuelectenerg-12766	62	24	animation	animation	NOUN
fuelectenerg-12766	62	25	,	,	PUNCT
fuelectenerg-12766	62	26	and	and	CCONJ
fuelectenerg-12766	62	27	,	,	PUNCT
fuelectenerg-12766	62	28	more	more	ADV
fuelectenerg-12766	62	29	clearly	clearly	ADV
fuelectenerg-12766	62	30	,	,	PUNCT
fuelectenerg-12766	62	31	summer	summer	NOUN
fuelectenerg-12766	62	32	and	and	CCONJ
fuelectenerg-12766	62	33	winter	winter	NOUN
fuelectenerg-12766	62	34	sports	sport	NOUN
fuelectenerg-12766	62	35	.	.	PUNCT
fuelectenerg-12766	63	1	they	they	PRON
fuelectenerg-12766	63	2	took	take	VERB
fuelectenerg-12766	63	3	1250000	1250000	NUM
fuelectenerg-12766	63	4	frames	frame	NOUN
fuelectenerg-12766	63	5	of	of	ADP
fuelectenerg-12766	63	6	general	general	ADJ
fuelectenerg-12766	63	7	categories	category	NOUN
fuelectenerg-12766	63	8	and	and	CCONJ
fuelectenerg-12766	63	9	3250000	3250000	NUM
fuelectenerg-12766	63	10	frames	frame	NOUN
fuelectenerg-12766	63	11	of	of	ADP
fuelectenerg-12766	63	12	summer	summer	NOUN
fuelectenerg-12766	63	13	and	and	CCONJ
fuelectenerg-12766	63	14	winter	winter	NOUN
fuelectenerg-12766	63	15	sports	sport	NOUN
fuelectenerg-12766	63	16	and	and	CCONJ
fuelectenerg-12766	63	17	got	get	VERB
fuelectenerg-12766	63	18	0.80	0.80	NUM
fuelectenerg-12766	63	19	and	and	CCONJ
fuelectenerg-12766	63	20	0.77	0.77	NUM
fuelectenerg-12766	63	21	f1	f1	NOUN
fuelectenerg-12766	63	22	scores	score	NOUN
fuelectenerg-12766	63	23	for	for	ADP
fuelectenerg-12766	63	24	general	general	ADJ
fuelectenerg-12766	63	25	categories	category	NOUN
fuelectenerg-12766	63	26	and	and	CCONJ
fuelectenerg-12766	63	27	summer	summer	NOUN
fuelectenerg-12766	63	28	and	and	CCONJ
fuelectenerg-12766	63	29	winter	winter	NOUN
fuelectenerg-12766	63	30	sports	sport	NOUN
fuelectenerg-12766	63	31	,	,	PUNCT
fuelectenerg-12766	63	32	respectively	respectively	ADV
fuelectenerg-12766	63	33	,	,	PUNCT
fuelectenerg-12766	63	34	using	use	VERB
fuelectenerg-12766	63	35	svm	svm	PROPN
fuelectenerg-12766	63	36	.	.	PUNCT
fuelectenerg-12766	64	1	the	the	DET
fuelectenerg-12766	64	2	f1	f1	PROPN
fuelectenerg-12766	64	3	scores	score	NOUN
fuelectenerg-12766	64	4	are	be	AUX
fuelectenerg-12766	64	5	quite	quite	ADV
fuelectenerg-12766	64	6	good	good	ADJ
fuelectenerg-12766	64	7	,	,	PUNCT
fuelectenerg-12766	64	8	but	but	CCONJ
fuelectenerg-12766	64	9	as	as	SCONJ
fuelectenerg-12766	64	10	the	the	DET
fuelectenerg-12766	64	11	dataset	dataset	NOUN
fuelectenerg-12766	64	12	is	be	AUX
fuelectenerg-12766	64	13	large	large	ADJ
fuelectenerg-12766	64	14	enough	enough	ADV
fuelectenerg-12766	64	15	,	,	PUNCT
fuelectenerg-12766	64	16	there	there	PRON
fuelectenerg-12766	64	17	might	might	AUX
fuelectenerg-12766	64	18	be	be	AUX
fuelectenerg-12766	64	19	a	a	DET
fuelectenerg-12766	64	20	chance	chance	NOUN
fuelectenerg-12766	64	21	to	to	PART
fuelectenerg-12766	64	22	improve	improve	VERB
fuelectenerg-12766	64	23	the	the	DET
fuelectenerg-12766	64	24	f1	f1	PROPN
fuelectenerg-12766	64	25	scores	score	NOUN
fuelectenerg-12766	64	26	.	.	PUNCT
fuelectenerg-12766	65	1	a	a	DET
fuelectenerg-12766	65	2	random	random	ADJ
fuelectenerg-12766	65	3	forest	forest	NOUN
fuelectenerg-12766	65	4	(	(	PUNCT
fuelectenerg-12766	65	5	rf	rf	NOUN
fuelectenerg-12766	65	6	)	)	PUNCT
fuelectenerg-12766	65	7	with	with	ADP
fuelectenerg-12766	65	8	50	50	NUM
fuelectenerg-12766	65	9	trees	tree	NOUN
fuelectenerg-12766	65	10	was	be	AUX
fuelectenerg-12766	65	11	used	use	VERB
fuelectenerg-12766	65	12	.	.	PUNCT
fuelectenerg-12766	66	1	the	the	DET
fuelectenerg-12766	66	2	number	number	NOUN
fuelectenerg-12766	66	3	of	of	ADP
fuelectenerg-12766	66	4	trees	tree	NOUN
fuelectenerg-12766	66	5	can	can	AUX
fuelectenerg-12766	66	6	be	be	AUX
fuelectenerg-12766	66	7	increased	increase	VERB
fuelectenerg-12766	66	8	in	in	ADP
fuelectenerg-12766	66	9	the	the	DET
fuelectenerg-12766	66	10	rf	rf	NOUN
fuelectenerg-12766	66	11	,	,	PUNCT
fuelectenerg-12766	66	12	which	which	PRON
fuelectenerg-12766	66	13	makes	make	VERB
fuelectenerg-12766	66	14	the	the	DET
fuelectenerg-12766	66	15	rf	rf	PRON
fuelectenerg-12766	66	16	more	more	ADV
fuelectenerg-12766	66	17	42	42	NUM
fuelectenerg-12766	66	18	p.	p.	NOUN
fuelectenerg-12766	66	19	ranjan	ranjan	PROPN
fuelectenerg-12766	66	20	,	,	PUNCT
fuelectenerg-12766	66	21	j.	j.	PROPN
fuelectenerg-12766	66	22	k.	k.	PROPN
fuelectenerg-12766	66	23	rai	rai	PROPN
fuelectenerg-12766	66	24	,	,	PUNCT
fuelectenerg-12766	66	25	v.	v.	ADP
fuelectenerg-12766	66	26	singh	singh	PROPN
fuelectenerg-12766	66	27	,	,	PUNCT
fuelectenerg-12766	66	28	a.	a.	NOUN
fuelectenerg-12766	66	29	sharma	sharma	PROPN
fuelectenerg-12766	66	30	,	,	PUNCT
fuelectenerg-12766	66	31	s.	s.	PROPN
fuelectenerg-12766	66	32	kumar	kumar	PROPN
fuelectenerg-12766	66	33	stable	stable	ADJ
fuelectenerg-12766	66	34	and	and	CCONJ
fuelectenerg-12766	66	35	robust	robust	ADJ
fuelectenerg-12766	66	36	.	.	PUNCT
fuelectenerg-12766	67	1	in	in	ADP
fuelectenerg-12766	67	2	[	[	X
fuelectenerg-12766	67	3	3	3	NUM
fuelectenerg-12766	67	4	]	]	PUNCT
fuelectenerg-12766	67	5	,	,	PUNCT
fuelectenerg-12766	67	6	the	the	DET
fuelectenerg-12766	67	7	authors	author	NOUN
fuelectenerg-12766	67	8	said	say	VERB
fuelectenerg-12766	67	9	that	that	SCONJ
fuelectenerg-12766	67	10	extracting	extract	VERB
fuelectenerg-12766	67	11	semantic	semantic	ADJ
fuelectenerg-12766	67	12	information	information	NOUN
fuelectenerg-12766	67	13	from	from	ADP
fuelectenerg-12766	67	14	mobile	mobile	ADJ
fuelectenerg-12766	67	15	videos	video	NOUN
fuelectenerg-12766	67	16	is	be	AUX
fuelectenerg-12766	67	17	difficult	difficult	ADJ
fuelectenerg-12766	67	18	because	because	SCONJ
fuelectenerg-12766	67	19	of	of	ADP
fuelectenerg-12766	67	20	their	their	PRON
fuelectenerg-12766	67	21	unconstrained	unconstrained	ADJ
fuelectenerg-12766	67	22	nature	nature	NOUN
fuelectenerg-12766	67	23	.	.	PUNCT
fuelectenerg-12766	68	1	the	the	DET
fuelectenerg-12766	68	2	domain	domain	NOUN
fuelectenerg-12766	68	3	knowledge	knowledge	NOUN
fuelectenerg-12766	68	4	of	of	ADP
fuelectenerg-12766	68	5	sports	sport	NOUN
fuelectenerg-12766	68	6	videos	video	NOUN
fuelectenerg-12766	68	7	recorded	record	VERB
fuelectenerg-12766	68	8	by	by	ADP
fuelectenerg-12766	68	9	multiple	multiple	ADJ
fuelectenerg-12766	68	10	users	user	NOUN
fuelectenerg-12766	68	11	is	be	AUX
fuelectenerg-12766	68	12	extracted	extract	VERB
fuelectenerg-12766	68	13	,	,	PUNCT
fuelectenerg-12766	68	14	and	and	CCONJ
fuelectenerg-12766	68	15	after	after	ADP
fuelectenerg-12766	68	16	that	that	PRON
fuelectenerg-12766	68	17	,	,	PUNCT
fuelectenerg-12766	68	18	the	the	DET
fuelectenerg-12766	68	19	classification	classification	NOUN
fuelectenerg-12766	68	20	of	of	ADP
fuelectenerg-12766	68	21	sports	sport	NOUN
fuelectenerg-12766	68	22	videos	video	NOUN
fuelectenerg-12766	68	23	into	into	ADP
fuelectenerg-12766	68	24	soccer	soccer	NOUN
fuelectenerg-12766	68	25	,	,	PUNCT
fuelectenerg-12766	68	26	basketball	basketball	NOUN
fuelectenerg-12766	68	27	,	,	PUNCT
fuelectenerg-12766	68	28	football	football	NOUN
fuelectenerg-12766	68	29	,	,	PUNCT
fuelectenerg-12766	68	30	tennis	tennis	NOUN
fuelectenerg-12766	68	31	,	,	PUNCT
fuelectenerg-12766	68	32	ice	ice	NOUN
fuelectenerg-12766	68	33	hockey	hockey	NOUN
fuelectenerg-12766	68	34	,	,	PUNCT
fuelectenerg-12766	68	35	or	or	CCONJ
fuelectenerg-12766	68	36	volleyball	volleyball	NOUN
fuelectenerg-12766	68	37	.	.	PUNCT
fuelectenerg-12766	69	1	in	in	ADP
fuelectenerg-12766	69	2	this	this	DET
fuelectenerg-12766	69	3	paper	paper	NOUN
fuelectenerg-12766	69	4	,	,	PUNCT
fuelectenerg-12766	69	5	the	the	DET
fuelectenerg-12766	69	6	approach	approach	NOUN
fuelectenerg-12766	69	7	used	use	VERB
fuelectenerg-12766	69	8	by	by	ADP
fuelectenerg-12766	69	9	authors	author	NOUN
fuelectenerg-12766	69	10	was	be	AUX
fuelectenerg-12766	69	11	multi	multi	ADJ
fuelectenerg-12766	69	12	-	-	NOUN
fuelectenerg-12766	69	13	user	user	NOUN
fuelectenerg-12766	69	14	and	and	CCONJ
fuelectenerg-12766	69	15	multimodal	multimodal	NOUN
fuelectenerg-12766	69	16	,	,	PUNCT
fuelectenerg-12766	69	17	as	as	SCONJ
fuelectenerg-12766	69	18	shown	show	VERB
fuelectenerg-12766	69	19	in	in	ADP
fuelectenerg-12766	69	20	fig	fig	NOUN
fuelectenerg-12766	69	21	.	.	PUNCT
fuelectenerg-12766	70	1	1	1	X
fuelectenerg-12766	70	2	.	.	X
fuelectenerg-12766	70	3	since	since	SCONJ
fuelectenerg-12766	70	4	in	in	ADP
fuelectenerg-12766	70	5	this	this	DET
fuelectenerg-12766	70	6	paper	paper	NOUN
fuelectenerg-12766	70	7	,	,	PUNCT
fuelectenerg-12766	70	8	the	the	DET
fuelectenerg-12766	70	9	authors	author	NOUN
fuelectenerg-12766	70	10	have	have	AUX
fuelectenerg-12766	70	11	considered	consider	VERB
fuelectenerg-12766	70	12	only	only	ADV
fuelectenerg-12766	70	13	six	six	NUM
fuelectenerg-12766	70	14	different	different	ADJ
fuelectenerg-12766	70	15	sports	sport	NOUN
fuelectenerg-12766	70	16	types	type	NOUN
fuelectenerg-12766	70	17	.	.	PUNCT
fuelectenerg-12766	71	1	in	in	ADP
fuelectenerg-12766	71	2	[	[	X
fuelectenerg-12766	71	3	7	7	NUM
fuelectenerg-12766	71	4	]	]	PUNCT
fuelectenerg-12766	71	5	,	,	PUNCT
fuelectenerg-12766	71	6	the	the	DET
fuelectenerg-12766	71	7	authors	author	NOUN
fuelectenerg-12766	71	8	combined	combine	VERB
fuelectenerg-12766	71	9	audio	audio	NOUN
fuelectenerg-12766	71	10	and	and	CCONJ
fuelectenerg-12766	71	11	video	video	NOUN
fuelectenerg-12766	71	12	features	feature	NOUN
fuelectenerg-12766	71	13	to	to	PART
fuelectenerg-12766	71	14	classify	classify	VERB
fuelectenerg-12766	71	15	sports	sport	NOUN
fuelectenerg-12766	71	16	videos	video	NOUN
fuelectenerg-12766	71	17	.	.	PUNCT
fuelectenerg-12766	72	1	first	first	ADV
fuelectenerg-12766	72	2	,	,	PUNCT
fuelectenerg-12766	72	3	mfcc	mfcc	NOUN
fuelectenerg-12766	72	4	(	(	PUNCT
fuelectenerg-12766	72	5	mel	mel	PROPN
fuelectenerg-12766	72	6	frequency	frequency	PROPN
fuelectenerg-12766	72	7	cepstral	cepstral	ADJ
fuelectenerg-12766	72	8	coefficients	coefficient	NOUN
fuelectenerg-12766	72	9	)	)	PUNCT
fuelectenerg-12766	72	10	is	be	AUX
fuelectenerg-12766	72	11	extracted	extract	VERB
fuelectenerg-12766	72	12	from	from	ADP
fuelectenerg-12766	72	13	audio	audio	NOUN
fuelectenerg-12766	72	14	,	,	PUNCT
fuelectenerg-12766	72	15	and	and	CCONJ
fuelectenerg-12766	72	16	then	then	ADV
fuelectenerg-12766	72	17	pca	pca	PROPN
fuelectenerg-12766	72	18	is	be	AUX
fuelectenerg-12766	72	19	used	use	VERB
fuelectenerg-12766	72	20	to	to	PART
fuelectenerg-12766	72	21	reduce	reduce	VERB
fuelectenerg-12766	72	22	the	the	DET
fuelectenerg-12766	72	23	features	feature	NOUN
fuelectenerg-12766	72	24	'	'	PART
fuelectenerg-12766	72	25	dimensions	dimension	NOUN
fuelectenerg-12766	72	26	.	.	PUNCT
fuelectenerg-12766	73	1	knearest	knearest	PROPN
fuelectenerg-12766	73	2	neighbor	neighbor	PROPN
fuelectenerg-12766	73	3	(	(	PUNCT
fuelectenerg-12766	73	4	knn	knn	PROPN
fuelectenerg-12766	73	5	)	)	PUNCT
fuelectenerg-12766	73	6	classifier	classifier	NOUN
fuelectenerg-12766	73	7	is	be	AUX
fuelectenerg-12766	73	8	used	use	VERB
fuelectenerg-12766	73	9	to	to	PART
fuelectenerg-12766	73	10	classify	classify	VERB
fuelectenerg-12766	73	11	sports	sport	NOUN
fuelectenerg-12766	73	12	types	type	NOUN
fuelectenerg-12766	73	13	.	.	PUNCT
fuelectenerg-12766	74	1	k	k	X
fuelectenerg-12766	74	2	-	-	ADJ
fuelectenerg-12766	74	3	fold	fold	ADJ
fuelectenerg-12766	74	4	cross	cross	NOUN
fuelectenerg-12766	74	5	-	-	NOUN
fuelectenerg-12766	74	6	validation	validation	NOUN
fuelectenerg-12766	74	7	with	with	ADP
fuelectenerg-12766	74	8	k=10	k=10	PROPN
fuelectenerg-12766	74	9	,	,	PUNCT
fuelectenerg-12766	74	10	a	a	DET
fuelectenerg-12766	74	11	correct	correct	ADJ
fuelectenerg-12766	74	12	classification	classification	NOUN
fuelectenerg-12766	74	13	rate	rate	NOUN
fuelectenerg-12766	74	14	of	of	ADP
fuelectenerg-12766	74	15	96.11	96.11	NUM
fuelectenerg-12766	74	16	%	%	NOUN
fuelectenerg-12766	74	17	,	,	PUNCT
fuelectenerg-12766	74	18	is	be	AUX
fuelectenerg-12766	74	19	obtained	obtain	VERB
fuelectenerg-12766	74	20	with	with	ADP
fuelectenerg-12766	74	21	multimodal	multimodal	NOUN
fuelectenerg-12766	74	22	features	feature	NOUN
fuelectenerg-12766	74	23	.	.	PUNCT
fuelectenerg-12766	75	1	they	they	PRON
fuelectenerg-12766	75	2	got	get	VERB
fuelectenerg-12766	75	3	a	a	DET
fuelectenerg-12766	75	4	satisfactory	satisfactory	ADJ
fuelectenerg-12766	75	5	result	result	NOUN
fuelectenerg-12766	75	6	,	,	PUNCT
fuelectenerg-12766	75	7	though	though	SCONJ
fuelectenerg-12766	75	8	only	only	ADV
fuelectenerg-12766	75	9	three	three	NUM
fuelectenerg-12766	75	10	types	type	NOUN
fuelectenerg-12766	75	11	of	of	ADP
fuelectenerg-12766	75	12	sports	sport	NOUN
fuelectenerg-12766	75	13	(	(	PUNCT
fuelectenerg-12766	75	14	soccer	soccer	NOUN
fuelectenerg-12766	75	15	,	,	PUNCT
fuelectenerg-12766	75	16	basketball	basketball	NOUN
fuelectenerg-12766	75	17	,	,	PUNCT
fuelectenerg-12766	75	18	volleyball	volleyball	NOUN
fuelectenerg-12766	75	19	)	)	PUNCT
fuelectenerg-12766	75	20	were	be	AUX
fuelectenerg-12766	75	21	considered	consider	VERB
fuelectenerg-12766	75	22	.	.	PUNCT
fuelectenerg-12766	76	1	the	the	DET
fuelectenerg-12766	76	2	authors	author	NOUN
fuelectenerg-12766	76	3	used	use	VERB
fuelectenerg-12766	76	4	the	the	DET
fuelectenerg-12766	76	5	hidden	hide	VERB
fuelectenerg-12766	76	6	markov	markov	NOUN
fuelectenerg-12766	76	7	model	model	NOUN
fuelectenerg-12766	76	8	(	(	PUNCT
fuelectenerg-12766	76	9	hmm	hmm	INTJ
fuelectenerg-12766	76	10	)	)	PUNCT
fuelectenerg-12766	76	11	,	,	PUNCT
fuelectenerg-12766	76	12	a	a	DET
fuelectenerg-12766	76	13	statistical	statistical	ADJ
fuelectenerg-12766	76	14	markov	markov	NOUN
fuelectenerg-12766	76	15	model	model	NOUN
fuelectenerg-12766	76	16	[	[	X
fuelectenerg-12766	76	17	8	8	NUM
fuelectenerg-12766	76	18	]	]	PUNCT
fuelectenerg-12766	76	19	.	.	PUNCT
fuelectenerg-12766	77	1	the	the	DET
fuelectenerg-12766	77	2	overview	overview	NOUN
fuelectenerg-12766	77	3	of	of	ADP
fuelectenerg-12766	77	4	the	the	DET
fuelectenerg-12766	77	5	proposed	propose	VERB
fuelectenerg-12766	77	6	framework	framework	NOUN
fuelectenerg-12766	77	7	is	be	AUX
fuelectenerg-12766	77	8	given	give	VERB
fuelectenerg-12766	77	9	below	below	ADP
fuelectenerg-12766	77	10	in	in	ADP
fuelectenerg-12766	77	11	fig	fig	NOUN
fuelectenerg-12766	77	12	.	.	PUNCT
fuelectenerg-12766	78	1	2	2	X
fuelectenerg-12766	78	2	.	.	X
fuelectenerg-12766	78	3	in	in	ADP
fuelectenerg-12766	78	4	this	this	DET
fuelectenerg-12766	78	5	paper	paper	NOUN
fuelectenerg-12766	78	6	,	,	PUNCT
fuelectenerg-12766	78	7	the	the	DET
fuelectenerg-12766	78	8	authors	author	NOUN
fuelectenerg-12766	78	9	have	have	AUX
fuelectenerg-12766	78	10	proposed	propose	VERB
fuelectenerg-12766	78	11	a	a	DET
fuelectenerg-12766	78	12	framework	framework	NOUN
fuelectenerg-12766	78	13	to	to	PART
fuelectenerg-12766	78	14	recognize	recognize	VERB
fuelectenerg-12766	78	15	sports	sport	NOUN
fuelectenerg-12766	78	16	events	event	NOUN
fuelectenerg-12766	78	17	.	.	PUNCT
fuelectenerg-12766	79	1	training	training	NOUN
fuelectenerg-12766	79	2	of	of	ADP
fuelectenerg-12766	79	3	neural	neural	ADJ
fuelectenerg-12766	79	4	networks	network	NOUN
fuelectenerg-12766	79	5	becomes	become	VERB
fuelectenerg-12766	79	6	more	more	ADV
fuelectenerg-12766	79	7	difficult	difficult	ADJ
fuelectenerg-12766	79	8	as	as	SCONJ
fuelectenerg-12766	79	9	it	it	PRON
fuelectenerg-12766	79	10	becomes	become	VERB
fuelectenerg-12766	79	11	deeper	deep	ADJ
fuelectenerg-12766	79	12	.	.	PUNCT
fuelectenerg-12766	80	1	so	so	ADV
fuelectenerg-12766	80	2	,	,	PUNCT
fuelectenerg-12766	80	3	in	in	ADP
fuelectenerg-12766	80	4	this	this	DET
fuelectenerg-12766	80	5	paper	paper	NOUN
fuelectenerg-12766	80	6	[	[	X
fuelectenerg-12766	80	7	9	9	NUM
fuelectenerg-12766	80	8	]	]	PUNCT
fuelectenerg-12766	80	9	,	,	PUNCT
fuelectenerg-12766	80	10	a	a	DET
fuelectenerg-12766	80	11	residual	residual	ADJ
fuelectenerg-12766	80	12	learning	learning	NOUN
fuelectenerg-12766	80	13	framework	framework	NOUN
fuelectenerg-12766	80	14	has	have	AUX
fuelectenerg-12766	80	15	been	be	AUX
fuelectenerg-12766	80	16	presented	present	VERB
fuelectenerg-12766	80	17	to	to	PART
fuelectenerg-12766	80	18	make	make	VERB
fuelectenerg-12766	80	19	training	training	NOUN
fuelectenerg-12766	80	20	neural	neural	ADJ
fuelectenerg-12766	80	21	networks	network	NOUN
fuelectenerg-12766	80	22	easier	easy	ADJ
fuelectenerg-12766	80	23	.	.	PUNCT
fuelectenerg-12766	81	1	in	in	ADP
fuelectenerg-12766	81	2	[	[	X
fuelectenerg-12766	81	3	5	5	NUM
fuelectenerg-12766	81	4	]	]	PUNCT
fuelectenerg-12766	81	5	,	,	PUNCT
fuelectenerg-12766	81	6	a	a	DET
fuelectenerg-12766	81	7	deep	deep	ADJ
fuelectenerg-12766	81	8	learning	learning	NOUN
fuelectenerg-12766	81	9	approach	approach	NOUN
fuelectenerg-12766	81	10	is	be	AUX
fuelectenerg-12766	81	11	used	use	VERB
fuelectenerg-12766	81	12	to	to	PART
fuelectenerg-12766	81	13	classify	classify	VERB
fuelectenerg-12766	81	14	the	the	DET
fuelectenerg-12766	81	15	sports	sport	NOUN
fuelectenerg-12766	81	16	videos	video	NOUN
fuelectenerg-12766	81	17	.	.	PUNCT
fuelectenerg-12766	82	1	the	the	DET
fuelectenerg-12766	82	2	authors	author	NOUN
fuelectenerg-12766	82	3	combined	combine	VERB
fuelectenerg-12766	82	4	a	a	DET
fuelectenerg-12766	82	5	convolutional	convolutional	ADJ
fuelectenerg-12766	82	6	neural	neural	ADJ
fuelectenerg-12766	82	7	network	network	NOUN
fuelectenerg-12766	82	8	(	(	PUNCT
fuelectenerg-12766	82	9	cnn	cnn	PROPN
fuelectenerg-12766	82	10	)	)	PUNCT
fuelectenerg-12766	82	11	and	and	CCONJ
fuelectenerg-12766	82	12	a	a	DET
fuelectenerg-12766	82	13	recurrent	recurrent	ADJ
fuelectenerg-12766	82	14	neural	neural	ADJ
fuelectenerg-12766	82	15	network	network	NOUN
fuelectenerg-12766	82	16	(	(	PUNCT
fuelectenerg-12766	82	17	rnn	rnn	PROPN
fuelectenerg-12766	82	18	)	)	PUNCT
fuelectenerg-12766	82	19	.	.	PUNCT
fuelectenerg-12766	83	1	cnn	cnn	PROPN
fuelectenerg-12766	83	2	was	be	AUX
fuelectenerg-12766	83	3	used	use	VERB
fuelectenerg-12766	83	4	for	for	ADP
fuelectenerg-12766	83	5	spatial	spatial	ADJ
fuelectenerg-12766	83	6	feature	feature	NOUN
fuelectenerg-12766	83	7	extraction	extraction	NOUN
fuelectenerg-12766	83	8	and	and	CCONJ
fuelectenerg-12766	83	9	rnn	rnn	NOUN
fuelectenerg-12766	83	10	for	for	ADP
fuelectenerg-12766	83	11	temporal	temporal	ADJ
fuelectenerg-12766	83	12	feature	feature	NOUN
fuelectenerg-12766	83	13	extraction	extraction	NOUN
fuelectenerg-12766	83	14	.	.	PUNCT
fuelectenerg-12766	84	1	they	they	PRON
fuelectenerg-12766	84	2	got	get	VERB
fuelectenerg-12766	84	3	a	a	DET
fuelectenerg-12766	84	4	decent	decent	ADJ
fuelectenerg-12766	84	5	accuracy	accuracy	NOUN
fuelectenerg-12766	84	6	of	of	ADP
fuelectenerg-12766	84	7	96.66	96.66	NUM
fuelectenerg-12766	84	8	%	%	NOUN
fuelectenerg-12766	84	9	but	but	CCONJ
fuelectenerg-12766	84	10	considered	consider	VERB
fuelectenerg-12766	84	11	only	only	ADV
fuelectenerg-12766	84	12	five	five	NUM
fuelectenerg-12766	84	13	different	different	ADJ
fuelectenerg-12766	84	14	sports	sport	NOUN
fuelectenerg-12766	84	15	classes	class	NOUN
fuelectenerg-12766	84	16	football	football	NOUN
fuelectenerg-12766	84	17	,	,	PUNCT
fuelectenerg-12766	84	18	cricket	cricket	NOUN
fuelectenerg-12766	84	19	,	,	PUNCT
fuelectenerg-12766	84	20	tennis	tennis	NOUN
fuelectenerg-12766	84	21	,	,	PUNCT
fuelectenerg-12766	84	22	basketball	basketball	NOUN
fuelectenerg-12766	84	23	,	,	PUNCT
fuelectenerg-12766	84	24	and	and	CCONJ
fuelectenerg-12766	84	25	ice	ice	NOUN
fuelectenerg-12766	84	26	hockey	hockey	NOUN
fuelectenerg-12766	84	27	.	.	PUNCT
fuelectenerg-12766	85	1	the	the	DET
fuelectenerg-12766	85	2	combination	combination	NOUN
fuelectenerg-12766	85	3	of	of	ADP
fuelectenerg-12766	85	4	cnn	cnn	PROPN
fuelectenerg-12766	85	5	and	and	CCONJ
fuelectenerg-12766	85	6	rnn	rnn	VERB
fuelectenerg-12766	85	7	deep	deep	ADJ
fuelectenerg-12766	85	8	learning	learning	NOUN
fuelectenerg-12766	85	9	model	model	NOUN
fuelectenerg-12766	85	10	is	be	AUX
fuelectenerg-12766	85	11	a	a	DET
fuelectenerg-12766	85	12	resource	resource	NOUN
fuelectenerg-12766	85	13	-	-	PUNCT
fuelectenerg-12766	85	14	hungry	hungry	ADJ
fuelectenerg-12766	85	15	deep	deep	ADJ
fuelectenerg-12766	85	16	neural	neural	ADJ
fuelectenerg-12766	85	17	network	network	NOUN
fuelectenerg-12766	85	18	model	model	NOUN
fuelectenerg-12766	85	19	that	that	PRON
fuelectenerg-12766	85	20	requires	require	VERB
fuelectenerg-12766	85	21	ram	ram	NOUN
fuelectenerg-12766	85	22	of	of	ADP
fuelectenerg-12766	85	23	32	32	NUM
fuelectenerg-12766	85	24	gb	gb	NOUN
fuelectenerg-12766	85	25	,	,	PUNCT
fuelectenerg-12766	85	26	a	a	DET
fuelectenerg-12766	85	27	gpu	gpu	NOUN
fuelectenerg-12766	85	28	of	of	ADP
fuelectenerg-12766	85	29	12	12	NUM
fuelectenerg-12766	85	30	gb	gb	NOUN
fuelectenerg-12766	85	31	,	,	PUNCT
fuelectenerg-12766	85	32	and	and	CCONJ
fuelectenerg-12766	85	33	a	a	DET
fuelectenerg-12766	85	34	very	very	ADV
fuelectenerg-12766	85	35	good	good	ADJ
fuelectenerg-12766	85	36	processor	processor	NOUN
fuelectenerg-12766	85	37	.	.	PUNCT
fuelectenerg-12766	86	1	classification	classification	NOUN
fuelectenerg-12766	86	2	of	of	ADP
fuelectenerg-12766	86	3	soccer	soccer	NOUN
fuelectenerg-12766	86	4	videos	video	NOUN
fuelectenerg-12766	86	5	and	and	CCONJ
fuelectenerg-12766	86	6	events	event	NOUN
fuelectenerg-12766	86	7	are	be	AUX
fuelectenerg-12766	86	8	two	two	NUM
fuelectenerg-12766	86	9	different	different	ADJ
fuelectenerg-12766	86	10	tasks	task	NOUN
fuelectenerg-12766	86	11	.	.	PUNCT
fuelectenerg-12766	87	1	in	in	ADP
fuelectenerg-12766	87	2	[	[	X
fuelectenerg-12766	87	3	10	10	NUM
fuelectenerg-12766	87	4	]	]	PUNCT
fuelectenerg-12766	87	5	,	,	PUNCT
fuelectenerg-12766	87	6	the	the	DET
fuelectenerg-12766	87	7	authors	author	NOUN
fuelectenerg-12766	87	8	combined	combine	VERB
fuelectenerg-12766	87	9	these	these	DET
fuelectenerg-12766	87	10	two	two	NUM
fuelectenerg-12766	87	11	tasks	task	NOUN
fuelectenerg-12766	87	12	and	and	CCONJ
fuelectenerg-12766	87	13	solved	solve	VERB
fuelectenerg-12766	87	14	them	they	PRON
fuelectenerg-12766	87	15	simultaneously	simultaneously	ADV
fuelectenerg-12766	87	16	using	use	VERB
fuelectenerg-12766	87	17	a	a	DET
fuelectenerg-12766	87	18	pre	pre	ADJ
fuelectenerg-12766	87	19	-	-	ADJ
fuelectenerg-12766	87	20	trained	train	VERB
fuelectenerg-12766	87	21	cnn	cnn	PROPN
fuelectenerg-12766	87	22	model	model	NOUN
fuelectenerg-12766	87	23	and	and	CCONJ
fuelectenerg-12766	87	24	transfer	transfer	NOUN
fuelectenerg-12766	87	25	learning	learning	NOUN
fuelectenerg-12766	87	26	,	,	PUNCT
fuelectenerg-12766	87	27	achieving	achieve	VERB
fuelectenerg-12766	87	28	an	an	DET
fuelectenerg-12766	87	29	accuracy	accuracy	NOUN
fuelectenerg-12766	87	30	of	of	ADP
fuelectenerg-12766	87	31	89	89	NUM
fuelectenerg-12766	87	32	%	%	NOUN
fuelectenerg-12766	87	33	.	.	PUNCT
fuelectenerg-12766	88	1	here	here	ADV
fuelectenerg-12766	88	2	,	,	PUNCT
fuelectenerg-12766	88	3	the	the	DET
fuelectenerg-12766	88	4	researchers	researcher	NOUN
fuelectenerg-12766	88	5	only	only	ADV
fuelectenerg-12766	88	6	consider	consider	VERB
fuelectenerg-12766	88	7	soccer	soccer	NOUN
fuelectenerg-12766	88	8	sports	sport	NOUN
fuelectenerg-12766	88	9	.	.	PUNCT
fuelectenerg-12766	89	1	in	in	ADP
fuelectenerg-12766	89	2	[	[	X
fuelectenerg-12766	89	3	11	11	NUM
fuelectenerg-12766	89	4	]	]	PUNCT
fuelectenerg-12766	89	5	,	,	PUNCT
fuelectenerg-12766	89	6	seven	seven	NUM
fuelectenerg-12766	89	7	different	different	ADJ
fuelectenerg-12766	89	8	sports	sport	NOUN
fuelectenerg-12766	89	9	are	be	AUX
fuelectenerg-12766	89	10	considered	consider	VERB
fuelectenerg-12766	89	11	ski	ski	ADJ
fuelectenerg-12766	89	12	,	,	PUNCT
fuelectenerg-12766	89	13	football	football	NOUN
fuelectenerg-12766	89	14	,	,	PUNCT
fuelectenerg-12766	89	15	futsal	futsal	NOUN
fuelectenerg-12766	89	16	,	,	PUNCT
fuelectenerg-12766	89	17	basketball	basketball	NOUN
fuelectenerg-12766	89	18	,	,	PUNCT
fuelectenerg-12766	89	19	box	box	NOUN
fuelectenerg-12766	89	20	,	,	PUNCT
fuelectenerg-12766	89	21	swimming	swimming	NOUN
fuelectenerg-12766	89	22	,	,	PUNCT
fuelectenerg-12766	89	23	and	and	CCONJ
fuelectenerg-12766	89	24	tennis	tennis	NOUN
fuelectenerg-12766	89	25	.	.	PUNCT
fuelectenerg-12766	90	1	the	the	DET
fuelectenerg-12766	90	2	authors	author	NOUN
fuelectenerg-12766	90	3	proposed	propose	VERB
fuelectenerg-12766	90	4	an	an	DET
fuelectenerg-12766	90	5	ensemble	ensemble	ADJ
fuelectenerg-12766	90	6	classifier	classifier	NOUN
fuelectenerg-12766	90	7	to	to	PART
fuelectenerg-12766	90	8	classify	classify	VERB
fuelectenerg-12766	90	9	sports	sport	NOUN
fuelectenerg-12766	90	10	videos	video	NOUN
fuelectenerg-12766	90	11	.	.	PUNCT
fuelectenerg-12766	91	1	the	the	DET
fuelectenerg-12766	91	2	ensemble	ensemble	ADJ
fuelectenerg-12766	91	3	classifier	classifier	NOUN
fuelectenerg-12766	91	4	was	be	AUX
fuelectenerg-12766	91	5	built	build	VERB
fuelectenerg-12766	91	6	by	by	ADP
fuelectenerg-12766	91	7	combining	combine	VERB
fuelectenerg-12766	91	8	4	4	NUM
fuelectenerg-12766	91	9	classifiers	classifier	NOUN
fuelectenerg-12766	91	10	linear	linear	VERB
fuelectenerg-12766	91	11	discriminant	discriminant	ADJ
fuelectenerg-12766	91	12	analysis	analysis	NOUN
fuelectenerg-12766	91	13	,	,	PUNCT
fuelectenerg-12766	91	14	nearest	near	ADJ
fuelectenerg-12766	91	15	neighbor	neighbor	NOUN
fuelectenerg-12766	91	16	,	,	PUNCT
fuelectenerg-12766	91	17	probabilistic	probabilistic	ADJ
fuelectenerg-12766	91	18	neural	neural	ADJ
fuelectenerg-12766	91	19	network	network	NOUN
fuelectenerg-12766	91	20	,	,	PUNCT
fuelectenerg-12766	91	21	and	and	CCONJ
fuelectenerg-12766	91	22	decision	decision	NOUN
fuelectenerg-12766	91	23	tree	tree	NOUN
fuelectenerg-12766	91	24	.	.	PUNCT
fuelectenerg-12766	92	1	literature	literature	NOUN
fuelectenerg-12766	92	2	has	have	AUX
fuelectenerg-12766	92	3	already	already	ADV
fuelectenerg-12766	92	4	been	be	AUX
fuelectenerg-12766	92	5	made	make	VERB
fuelectenerg-12766	92	6	to	to	PART
fuelectenerg-12766	92	7	classify	classify	VERB
fuelectenerg-12766	92	8	sports	sport	NOUN
fuelectenerg-12766	92	9	videos	video	NOUN
fuelectenerg-12766	92	10	into	into	ADP
fuelectenerg-12766	92	11	their	their	PRON
fuelectenerg-12766	92	12	corresponding	correspond	VERB
fuelectenerg-12766	92	13	class	class	NOUN
fuelectenerg-12766	92	14	.	.	PUNCT
fuelectenerg-12766	93	1	some	some	PRON
fuelectenerg-12766	93	2	of	of	ADP
fuelectenerg-12766	93	3	the	the	DET
fuelectenerg-12766	93	4	research	research	NOUN
fuelectenerg-12766	93	5	[	[	X
fuelectenerg-12766	93	6	3	3	NUM
fuelectenerg-12766	93	7	]	]	PUNCT
fuelectenerg-12766	93	8	,	,	PUNCT
fuelectenerg-12766	93	9	[	[	X
fuelectenerg-12766	93	10	4	4	NUM
fuelectenerg-12766	93	11	]	]	PUNCT
fuelectenerg-12766	93	12	,	,	PUNCT
fuelectenerg-12766	93	13	[	[	X
fuelectenerg-12766	93	14	7	7	NUM
fuelectenerg-12766	93	15	]	]	PUNCT
fuelectenerg-12766	93	16	,	,	PUNCT
fuelectenerg-12766	93	17	[	[	X
fuelectenerg-12766	93	18	8	8	NUM
fuelectenerg-12766	93	19	]	]	PUNCT
fuelectenerg-12766	93	20	have	have	AUX
fuelectenerg-12766	93	21	been	be	AUX
fuelectenerg-12766	93	22	done	do	VERB
fuelectenerg-12766	93	23	using	use	VERB
fuelectenerg-12766	93	24	traditional	traditional	ADJ
fuelectenerg-12766	93	25	machine	machine	NOUN
fuelectenerg-12766	93	26	learning	learning	NOUN
fuelectenerg-12766	93	27	models	model	NOUN
fuelectenerg-12766	93	28	,	,	PUNCT
fuelectenerg-12766	93	29	and	and	CCONJ
fuelectenerg-12766	93	30	in	in	ADP
fuelectenerg-12766	93	31	this	this	DET
fuelectenerg-12766	93	32	research	research	NOUN
fuelectenerg-12766	93	33	,	,	PUNCT
fuelectenerg-12766	93	34	a	a	DET
fuelectenerg-12766	93	35	smaller	small	ADJ
fuelectenerg-12766	93	36	number	number	NOUN
fuelectenerg-12766	93	37	of	of	ADP
fuelectenerg-12766	93	38	different	different	ADJ
fuelectenerg-12766	93	39	sports	sport	NOUN
fuelectenerg-12766	93	40	types	type	NOUN
fuelectenerg-12766	93	41	are	be	AUX
fuelectenerg-12766	93	42	considered	consider	VERB
fuelectenerg-12766	93	43	.	.	PUNCT
fuelectenerg-12766	94	1	some	some	PRON
fuelectenerg-12766	94	2	consider	consider	VERB
fuelectenerg-12766	94	3	only	only	ADV
fuelectenerg-12766	94	4	general	general	ADJ
fuelectenerg-12766	94	5	categories	category	NOUN
fuelectenerg-12766	94	6	of	of	ADP
fuelectenerg-12766	94	7	tv	tv	NOUN
fuelectenerg-12766	94	8	shows	show	NOUN
fuelectenerg-12766	94	9	;	;	PUNCT
fuelectenerg-12766	94	10	some	some	PRON
fuelectenerg-12766	94	11	consider	consider	VERB
fuelectenerg-12766	94	12	three	three	NUM
fuelectenerg-12766	94	13	different	different	ADJ
fuelectenerg-12766	94	14	sports	sport	NOUN
fuelectenerg-12766	94	15	and	and	CCONJ
fuelectenerg-12766	94	16	some	some	DET
fuelectenerg-12766	94	17	5	5	NUM
fuelectenerg-12766	94	18	or	or	CCONJ
fuelectenerg-12766	94	19	7	7	NUM
fuelectenerg-12766	94	20	different	different	ADJ
fuelectenerg-12766	94	21	sports	sport	NOUN
fuelectenerg-12766	94	22	.	.	PUNCT
fuelectenerg-12766	95	1	after	after	ADP
fuelectenerg-12766	95	2	that	that	PRON
fuelectenerg-12766	95	3	,	,	PUNCT
fuelectenerg-12766	95	4	some	some	DET
fuelectenerg-12766	95	5	researchers	researcher	NOUN
fuelectenerg-12766	95	6	developed	develop	VERB
fuelectenerg-12766	95	7	a	a	DET
fuelectenerg-12766	95	8	deep	deep	ADJ
fuelectenerg-12766	95	9	learning	learning	NOUN
fuelectenerg-12766	95	10	approach	approach	NOUN
fuelectenerg-12766	95	11	[	[	X
fuelectenerg-12766	95	12	5	5	NUM
fuelectenerg-12766	95	13	]	]	PUNCT
fuelectenerg-12766	95	14	,	,	PUNCT
fuelectenerg-12766	95	15	[	[	X
fuelectenerg-12766	95	16	10	10	NUM
fuelectenerg-12766	95	17	]	]	PUNCT
fuelectenerg-12766	95	18	to	to	PART
fuelectenerg-12766	95	19	classify	classify	VERB
fuelectenerg-12766	95	20	sports	sport	NOUN
fuelectenerg-12766	95	21	videos	video	NOUN
fuelectenerg-12766	95	22	.	.	PUNCT
fuelectenerg-12766	96	1	they	they	PRON
fuelectenerg-12766	96	2	have	have	AUX
fuelectenerg-12766	96	3	considered	consider	VERB
fuelectenerg-12766	96	4	only	only	ADV
fuelectenerg-12766	96	5	several	several	ADJ
fuelectenerg-12766	96	6	different	different	ADJ
fuelectenerg-12766	96	7	sports	sport	NOUN
fuelectenerg-12766	96	8	types	type	NOUN
fuelectenerg-12766	96	9	,	,	PUNCT
fuelectenerg-12766	96	10	some	some	PRON
fuelectenerg-12766	96	11	of	of	ADP
fuelectenerg-12766	96	12	which	which	PRON
fuelectenerg-12766	96	13	have	have	AUX
fuelectenerg-12766	96	14	considered	consider	VERB
fuelectenerg-12766	96	15	event	event	NOUN
fuelectenerg-12766	96	16	classification	classification	NOUN
fuelectenerg-12766	96	17	in	in	ADP
fuelectenerg-12766	96	18	a	a	DET
fuelectenerg-12766	96	19	particular	particular	ADJ
fuelectenerg-12766	96	20	sport	sport	NOUN
fuelectenerg-12766	96	21	[	[	X
fuelectenerg-12766	96	22	10	10	NUM
fuelectenerg-12766	96	23	]	]	PUNCT
fuelectenerg-12766	96	24	.	.	PUNCT
fuelectenerg-12766	97	1	3	3	X
fuelectenerg-12766	97	2	.	.	X
fuelectenerg-12766	97	3	dataset	dataset	ADJ
fuelectenerg-12766	97	4	collection	collection	NOUN
fuelectenerg-12766	97	5	the	the	DET
fuelectenerg-12766	97	6	dataset	dataset	NOUN
fuelectenerg-12766	97	7	is	be	AUX
fuelectenerg-12766	97	8	crucial	crucial	ADJ
fuelectenerg-12766	97	9	to	to	ADP
fuelectenerg-12766	97	10	any	any	DET
fuelectenerg-12766	97	11	machine	machine	NOUN
fuelectenerg-12766	97	12	learning	learning	NOUN
fuelectenerg-12766	97	13	/	/	SYM
fuelectenerg-12766	97	14	deep	deep	ADJ
fuelectenerg-12766	97	15	learning	learning	NOUN
fuelectenerg-12766	97	16	method	method	NOUN
fuelectenerg-12766	97	17	.	.	PUNCT
fuelectenerg-12766	98	1	the	the	DET
fuelectenerg-12766	98	2	performance/	performance/	NUM
fuelectenerg-12766	98	3	accuracy	accuracy	NOUN
fuelectenerg-12766	98	4	of	of	ADP
fuelectenerg-12766	98	5	any	any	DET
fuelectenerg-12766	98	6	deep	deep	ADJ
fuelectenerg-12766	98	7	learning	learning	NOUN
fuelectenerg-12766	98	8	/	/	SYM
fuelectenerg-12766	98	9	machine	machine	NOUN
fuelectenerg-12766	98	10	learning	learning	NOUN
fuelectenerg-12766	98	11	method	method	NOUN
fuelectenerg-12766	98	12	depends	depend	VERB
fuelectenerg-12766	98	13	on	on	ADP
fuelectenerg-12766	98	14	the	the	DET
fuelectenerg-12766	98	15	dataset	dataset	NOUN
fuelectenerg-12766	98	16	on	on	ADP
fuelectenerg-12766	98	17	which	which	PRON
fuelectenerg-12766	98	18	the	the	DET
fuelectenerg-12766	98	19	model	model	NOUN
fuelectenerg-12766	98	20	will	will	AUX
fuelectenerg-12766	98	21	be	be	AUX
fuelectenerg-12766	98	22	trained	train	VERB
fuelectenerg-12766	98	23	.	.	PUNCT
fuelectenerg-12766	99	1	in	in	ADP
fuelectenerg-12766	99	2	this	this	DET
fuelectenerg-12766	99	3	work	work	NOUN
fuelectenerg-12766	99	4	,	,	PUNCT
fuelectenerg-12766	99	5	14	14	NUM
fuelectenerg-12766	99	6	different	different	ADJ
fuelectenerg-12766	99	7	types	type	NOUN
fuelectenerg-12766	99	8	of	of	ADP
fuelectenerg-12766	99	9	sports	sport	NOUN
fuelectenerg-12766	99	10	are	be	AUX
fuelectenerg-12766	99	11	taken	take	VERB
fuelectenerg-12766	99	12	into	into	ADP
fuelectenerg-12766	99	13	consideration	consideration	NOUN
fuelectenerg-12766	99	14	.	.	PUNCT
fuelectenerg-12766	100	1	so	so	ADV
fuelectenerg-12766	100	2	,	,	PUNCT
fuelectenerg-12766	100	3	we	we	PRON
fuelectenerg-12766	100	4	have	have	AUX
fuelectenerg-12766	100	5	collected	collect	VERB
fuelectenerg-12766	100	6	the	the	DET
fuelectenerg-12766	100	7	dataset	dataset	NOUN
fuelectenerg-12766	100	8	of	of	ADP
fuelectenerg-12766	100	9	14	14	NUM
fuelectenerg-12766	100	10	different	different	ADJ
fuelectenerg-12766	100	11	types	type	NOUN
fuelectenerg-12766	100	12	of	of	ADP
fuelectenerg-12766	100	13	sports	sport	NOUN
fuelectenerg-12766	100	14	.	.	PUNCT
fuelectenerg-12766	101	1	google	google	PROPN
fuelectenerg-12766	101	2	image	image	NOUN
fuelectenerg-12766	101	3	search	search	NOUN
fuelectenerg-12766	101	4	2	2	NUM
fuelectenerg-12766	101	5	dataset	dataset	NOUN
fuelectenerg-12766	101	6	(	(	PUNCT
fuelectenerg-12766	101	7	gi2ds	gi2ds	NOUN
fuelectenerg-12766	101	8	)	)	PUNCT
fuelectenerg-12766	101	9	is	be	AUX
fuelectenerg-12766	101	10	used	use	VERB
fuelectenerg-12766	101	11	to	to	PART
fuelectenerg-12766	101	12	download	download	VERB
fuelectenerg-12766	101	13	the	the	DET
fuelectenerg-12766	101	14	datasets	dataset	NOUN
fuelectenerg-12766	101	15	of	of	ADP
fuelectenerg-12766	101	16	different	different	ADJ
fuelectenerg-12766	101	17	sports	sport	NOUN
fuelectenerg-12766	101	18	classes	class	NOUN
fuelectenerg-12766	101	19	.	.	PUNCT
fuelectenerg-12766	102	1	gi2ds	gi2ds	NOUN
fuelectenerg-12766	102	2	queries	query	VERB
fuelectenerg-12766	102	3	the	the	DET
fuelectenerg-12766	102	4	image	image	NOUN
fuelectenerg-12766	102	5	from	from	ADP
fuelectenerg-12766	102	6	google	google	PROPN
fuelectenerg-12766	102	7	image	image	NOUN
fuelectenerg-12766	102	8	and	and	CCONJ
fuelectenerg-12766	102	9	is	be	AUX
fuelectenerg-12766	102	10	used	use	VERB
fuelectenerg-12766	102	11	to	to	PART
fuelectenerg-12766	102	12	build	build	VERB
fuelectenerg-12766	102	13	an	an	DET
fuelectenerg-12766	102	14	image	image	NOUN
fuelectenerg-12766	102	15	dataset	dataset	NOUN
fuelectenerg-12766	102	16	.	.	PUNCT
fuelectenerg-12766	103	1	when	when	SCONJ
fuelectenerg-12766	103	2	we	we	PRON
fuelectenerg-12766	103	3	classification	classification	VERB
fuelectenerg-12766	103	4	of	of	ADP
fuelectenerg-12766	103	5	sports	sport	NOUN
fuelectenerg-12766	103	6	videos	video	NOUN
fuelectenerg-12766	103	7	by	by	ADP
fuelectenerg-12766	103	8	combining	combine	VERB
fuelectenerg-12766	103	9	resnet50	resnet50	NOUN
fuelectenerg-12766	103	10	model	model	NOUN
fuelectenerg-12766	103	11	and	and	CCONJ
fuelectenerg-12766	103	12	fine	fine	ADJ
fuelectenerg-12766	103	13	tuning	tune	VERB
fuelectenerg-12766	103	14	43	43	NUM
fuelectenerg-12766	103	15	query	query	NOUN
fuelectenerg-12766	103	16	a	a	DET
fuelectenerg-12766	103	17	particular	particular	ADJ
fuelectenerg-12766	103	18	image	image	NOUN
fuelectenerg-12766	103	19	through	through	ADP
fuelectenerg-12766	103	20	gi2ds	gi2ds	PROPN
fuelectenerg-12766	103	21	,	,	PUNCT
fuelectenerg-12766	103	22	it	it	PRON
fuelectenerg-12766	103	23	shows	show	VERB
fuelectenerg-12766	103	24	all	all	DET
fuelectenerg-12766	103	25	images	image	NOUN
fuelectenerg-12766	103	26	related	relate	VERB
fuelectenerg-12766	103	27	to	to	ADP
fuelectenerg-12766	103	28	the	the	DET
fuelectenerg-12766	103	29	query	query	NOUN
fuelectenerg-12766	103	30	.	.	PUNCT
fuelectenerg-12766	104	1	we	we	PRON
fuelectenerg-12766	104	2	need	need	VERB
fuelectenerg-12766	104	3	to	to	PART
fuelectenerg-12766	104	4	scroll	scroll	VERB
fuelectenerg-12766	104	5	down	down	ADP
fuelectenerg-12766	104	6	the	the	DET
fuelectenerg-12766	104	7	current	current	ADJ
fuelectenerg-12766	104	8	window	window	NOUN
fuelectenerg-12766	104	9	to	to	PART
fuelectenerg-12766	104	10	capture	capture	VERB
fuelectenerg-12766	104	11	the	the	DET
fuelectenerg-12766	104	12	urls	url	NOUN
fuelectenerg-12766	104	13	of	of	ADP
fuelectenerg-12766	104	14	the	the	DET
fuelectenerg-12766	104	15	images	image	NOUN
fuelectenerg-12766	104	16	.	.	PUNCT
fuelectenerg-12766	105	1	urls	url	NOUN
fuelectenerg-12766	105	2	of	of	ADP
fuelectenerg-12766	105	3	the	the	DET
fuelectenerg-12766	105	4	images	image	NOUN
fuelectenerg-12766	105	5	are	be	AUX
fuelectenerg-12766	105	6	saved	save	VERB
fuelectenerg-12766	105	7	in	in	ADP
fuelectenerg-12766	105	8	a	a	DET
fuelectenerg-12766	105	9	.txt	.txt	ADJ
fuelectenerg-12766	105	10	file	file	NOUN
fuelectenerg-12766	105	11	,	,	PUNCT
fuelectenerg-12766	105	12	and	and	CCONJ
fuelectenerg-12766	105	13	this	this	DET
fuelectenerg-12766	105	14	.txt	.txt	ADJ
fuelectenerg-12766	105	15	file	file	NOUN
fuelectenerg-12766	105	16	is	be	AUX
fuelectenerg-12766	105	17	used	use	VERB
fuelectenerg-12766	105	18	by	by	ADP
fuelectenerg-12766	105	19	python	python	PROPN
fuelectenerg-12766	105	20	code	code	NOUN
fuelectenerg-12766	105	21	to	to	PART
fuelectenerg-12766	105	22	download	download	VERB
fuelectenerg-12766	105	23	the	the	DET
fuelectenerg-12766	105	24	images	image	NOUN
fuelectenerg-12766	105	25	.	.	PUNCT
fuelectenerg-12766	106	1	the	the	DET
fuelectenerg-12766	106	2	following	follow	VERB
fuelectenerg-12766	106	3	fig	fig	NOUN
fuelectenerg-12766	106	4	.	.	PUNCT
fuelectenerg-12766	107	1	3	3	NUM
fuelectenerg-12766	107	2	(	(	PUNCT
fuelectenerg-12766	107	3	grid	grid	NOUN
fuelectenerg-12766	107	4	of	of	ADP
fuelectenerg-12766	107	5	images	image	NOUN
fuelectenerg-12766	107	6	)	)	PUNCT
fuelectenerg-12766	107	7	shows	show	VERB
fuelectenerg-12766	107	8	the	the	DET
fuelectenerg-12766	107	9	sports	sport	NOUN
fuelectenerg-12766	107	10	that	that	PRON
fuelectenerg-12766	107	11	have	have	AUX
fuelectenerg-12766	107	12	been	be	AUX
fuelectenerg-12766	107	13	considered	consider	VERB
fuelectenerg-12766	107	14	.	.	PUNCT
fuelectenerg-12766	108	1	fig	fig	NOUN
fuelectenerg-12766	108	2	.	.	PUNCT
fuelectenerg-12766	109	1	2	2	NUM
fuelectenerg-12766	109	2	overview	overview	NOUN
fuelectenerg-12766	109	3	of	of	ADP
fuelectenerg-12766	109	4	the	the	DET
fuelectenerg-12766	109	5	proposed	propose	VERB
fuelectenerg-12766	109	6	framework	framework	NOUN
fuelectenerg-12766	109	7	[	[	X
fuelectenerg-12766	109	8	8	8	NUM
fuelectenerg-12766	109	9	]	]	X
fuelectenerg-12766	109	10	fig	fig	NOUN
fuelectenerg-12766	109	11	.	.	PUNCT
fuelectenerg-12766	110	1	3	3	NUM
fuelectenerg-12766	110	2	dataset	dataset	NOUN
fuelectenerg-12766	110	3	of	of	ADP
fuelectenerg-12766	110	4	different	different	ADJ
fuelectenerg-12766	110	5	sports	sport	NOUN
fuelectenerg-12766	110	6	fig	fig	NOUN
fuelectenerg-12766	110	7	.	.	PUNCT
fuelectenerg-12766	111	1	4	4	NUM
fuelectenerg-12766	111	2	distribution	distribution	NOUN
fuelectenerg-12766	111	3	of	of	ADP
fuelectenerg-12766	111	4	data	datum	NOUN
fuelectenerg-12766	111	5	for	for	ADP
fuelectenerg-12766	111	6	different	different	ADJ
fuelectenerg-12766	111	7	sports	sport	NOUN
fuelectenerg-12766	111	8	44	44	NUM
fuelectenerg-12766	111	9	p.	p.	NOUN
fuelectenerg-12766	111	10	ranjan	ranjan	PROPN
fuelectenerg-12766	111	11	,	,	PUNCT
fuelectenerg-12766	111	12	j.	j.	PROPN
fuelectenerg-12766	111	13	k.	k.	PROPN
fuelectenerg-12766	111	14	rai	rai	PROPN
fuelectenerg-12766	111	15	,	,	PUNCT
fuelectenerg-12766	111	16	v.	v.	ADP
fuelectenerg-12766	111	17	singh	singh	PROPN
fuelectenerg-12766	111	18	,	,	PUNCT
fuelectenerg-12766	111	19	a.	a.	NOUN
fuelectenerg-12766	111	20	sharma	sharma	PROPN
fuelectenerg-12766	111	21	,	,	PUNCT
fuelectenerg-12766	111	22	s.	s.	PROPN
fuelectenerg-12766	111	23	kumar	kumar	PROPN
fuelectenerg-12766	111	24	fig	fig	PROPN
fuelectenerg-12766	111	25	.	.	PUNCT
fuelectenerg-12766	111	26	5	5	NUM
fuelectenerg-12766	111	27	the	the	DET
fuelectenerg-12766	111	28	proposed	propose	VERB
fuelectenerg-12766	111	29	flowchart	flowchart	NOUN
fuelectenerg-12766	111	30	for	for	ADP
fuelectenerg-12766	111	31	different	different	ADJ
fuelectenerg-12766	111	32	classes	class	NOUN
fuelectenerg-12766	111	33	fig.6	fig.6	VERB
fuelectenerg-12766	111	34	the	the	DET
fuelectenerg-12766	111	35	flowchart	flowchart	NOUN
fuelectenerg-12766	111	36	for	for	ADP
fuelectenerg-12766	111	37	the	the	DET
fuelectenerg-12766	111	38	prediction	prediction	NOUN
fuelectenerg-12766	111	39	of	of	ADP
fuelectenerg-12766	111	40	accuracy	accuracy	NOUN
fuelectenerg-12766	111	41	3.1	3.1	NUM
fuelectenerg-12766	111	42	.	.	PUNCT
fuelectenerg-12766	112	1	resnet50	resnet50	NOUN
fuelectenerg-12766	112	2	model	model	NOUN
fuelectenerg-12766	112	3	and	and	CCONJ
fuelectenerg-12766	112	4	its	its	PRON
fuelectenerg-12766	112	5	optimization	optimization	NOUN
fuelectenerg-12766	112	6	process	process	NOUN
fuelectenerg-12766	112	7	resnet50	resnet50	NOUN
fuelectenerg-12766	112	8	is	be	AUX
fuelectenerg-12766	112	9	a	a	DET
fuelectenerg-12766	112	10	deep	deep	ADJ
fuelectenerg-12766	112	11	convolutional	convolutional	ADJ
fuelectenerg-12766	112	12	neural	neural	ADJ
fuelectenerg-12766	112	13	network	network	NOUN
fuelectenerg-12766	112	14	(	(	PUNCT
fuelectenerg-12766	112	15	cnn	cnn	PROPN
fuelectenerg-12766	112	16	)	)	PUNCT
fuelectenerg-12766	112	17	that	that	PRON
fuelectenerg-12766	112	18	enhances	enhance	VERB
fuelectenerg-12766	112	19	image	image	NOUN
fuelectenerg-12766	112	20	identification	identification	NOUN
fuelectenerg-12766	112	21	tasks	task	NOUN
fuelectenerg-12766	112	22	and	and	CCONJ
fuelectenerg-12766	112	23	is	be	AUX
fuelectenerg-12766	112	24	designed	design	VERB
fuelectenerg-12766	112	25	with	with	ADP
fuelectenerg-12766	112	26	50	50	NUM
fuelectenerg-12766	112	27	layers	layer	NOUN
fuelectenerg-12766	112	28	.	.	PUNCT
fuelectenerg-12766	113	1	using	use	VERB
fuelectenerg-12766	113	2	"	"	PUNCT
fuelectenerg-12766	113	3	residual	residual	ADJ
fuelectenerg-12766	113	4	connections	connection	NOUN
fuelectenerg-12766	113	5	,	,	PUNCT
fuelectenerg-12766	113	6	"	"	PUNCT
fuelectenerg-12766	113	7	or	or	CCONJ
fuelectenerg-12766	113	8	shortcuts	shortcut	NOUN
fuelectenerg-12766	113	9	that	that	PRON
fuelectenerg-12766	113	10	let	let	VERB
fuelectenerg-12766	113	11	data	datum	NOUN
fuelectenerg-12766	113	12	bypass	bypass	VERB
fuelectenerg-12766	113	13	some	some	DET
fuelectenerg-12766	113	14	levels	level	NOUN
fuelectenerg-12766	113	15	of	of	ADP
fuelectenerg-12766	113	16	processing	processing	NOUN
fuelectenerg-12766	113	17	,	,	PUNCT
fuelectenerg-12766	113	18	distinguish	distinguish	VERB
fuelectenerg-12766	113	19	resnet50	resnet50	NOUN
fuelectenerg-12766	113	20	from	from	ADP
fuelectenerg-12766	113	21	other	other	ADJ
fuelectenerg-12766	113	22	models	model	NOUN
fuelectenerg-12766	113	23	.	.	PUNCT
fuelectenerg-12766	114	1	this	this	PRON
fuelectenerg-12766	114	2	contributes	contribute	VERB
fuelectenerg-12766	114	3	to	to	ADP
fuelectenerg-12766	114	4	the	the	DET
fuelectenerg-12766	114	5	resolution	resolution	NOUN
fuelectenerg-12766	114	6	of	of	ADP
fuelectenerg-12766	114	7	the	the	DET
fuelectenerg-12766	114	8	"	"	PUNCT
fuelectenerg-12766	114	9	vanishing	vanish	VERB
fuelectenerg-12766	114	10	gradients	gradient	NOUN
fuelectenerg-12766	114	11	"	"	PUNCT
fuelectenerg-12766	114	12	issue	issue	NOUN
fuelectenerg-12766	114	13	,	,	PUNCT
fuelectenerg-12766	114	14	which	which	PRON
fuelectenerg-12766	114	15	causes	cause	VERB
fuelectenerg-12766	114	16	networks	network	NOUN
fuelectenerg-12766	114	17	'	'	PART
fuelectenerg-12766	114	18	performance	performance	NOUN
fuelectenerg-12766	114	19	to	to	PART
fuelectenerg-12766	114	20	deteriorate	deteriorate	VERB
fuelectenerg-12766	114	21	with	with	ADP
fuelectenerg-12766	114	22	depth	depth	NOUN
fuelectenerg-12766	114	23	.	.	PUNCT
fuelectenerg-12766	115	1	even	even	ADV
fuelectenerg-12766	115	2	with	with	ADP
fuelectenerg-12766	115	3	deep	deep	ADJ
fuelectenerg-12766	115	4	designs	design	NOUN
fuelectenerg-12766	115	5	,	,	PUNCT
fuelectenerg-12766	115	6	resnet50	resnet50	NOUN
fuelectenerg-12766	115	7	retains	retain	VERB
fuelectenerg-12766	115	8	high	high	ADJ
fuelectenerg-12766	115	9	performance	performance	NOUN
fuelectenerg-12766	115	10	by	by	ADP
fuelectenerg-12766	115	11	omitting	omit	VERB
fuelectenerg-12766	115	12	some	some	DET
fuelectenerg-12766	115	13	layers	layer	NOUN
fuelectenerg-12766	115	14	.	.	PUNCT
fuelectenerg-12766	116	1	optimization	optimization	NOUN
fuelectenerg-12766	116	2	process	process	NOUN
fuelectenerg-12766	116	3	:	:	PUNCT
fuelectenerg-12766	116	4	the	the	DET
fuelectenerg-12766	116	5	optimization	optimization	NOUN
fuelectenerg-12766	116	6	process	process	NOUN
fuelectenerg-12766	116	7	of	of	ADP
fuelectenerg-12766	116	8	the	the	DET
fuelectenerg-12766	116	9	resnet50	resnet50	NOUN
fuelectenerg-12766	116	10	model	model	NOUN
fuelectenerg-12766	116	11	is	be	AUX
fuelectenerg-12766	116	12	as	as	SCONJ
fuelectenerg-12766	116	13	follows	follow	VERB
fuelectenerg-12766	116	14	:	:	PUNCT
fuelectenerg-12766	116	15	pre	pre	ADJ
fuelectenerg-12766	116	16	-	-	NOUN
fuelectenerg-12766	116	17	training	training	NOUN
fuelectenerg-12766	116	18	:	:	PUNCT
fuelectenerg-12766	116	19	large	large	ADJ
fuelectenerg-12766	116	20	datasets	dataset	NOUN
fuelectenerg-12766	116	21	like	like	ADP
fuelectenerg-12766	116	22	imagenet	imagenet	NOUN
fuelectenerg-12766	116	23	are	be	AUX
fuelectenerg-12766	116	24	typically	typically	ADV
fuelectenerg-12766	116	25	used	use	VERB
fuelectenerg-12766	116	26	to	to	PART
fuelectenerg-12766	116	27	pre	pre	VERB
fuelectenerg-12766	116	28	-	-	ADJ
fuelectenerg-12766	116	29	train	train	ADJ
fuelectenerg-12766	116	30	resnet50	resnet50	NOUN
fuelectenerg-12766	116	31	,	,	PUNCT
fuelectenerg-12766	116	32	teaching	teach	VERB
fuelectenerg-12766	116	33	it	it	PRON
fuelectenerg-12766	116	34	to	to	PART
fuelectenerg-12766	116	35	recognize	recognize	VERB
fuelectenerg-12766	116	36	common	common	ADJ
fuelectenerg-12766	116	37	characteristics	characteristic	NOUN
fuelectenerg-12766	116	38	like	like	ADP
fuelectenerg-12766	116	39	shapes	shape	NOUN
fuelectenerg-12766	116	40	,	,	PUNCT
fuelectenerg-12766	116	41	edges	edge	NOUN
fuelectenerg-12766	116	42	,	,	PUNCT
fuelectenerg-12766	116	43	and	and	CCONJ
fuelectenerg-12766	116	44	textures	texture	NOUN
fuelectenerg-12766	116	45	.	.	PUNCT
fuelectenerg-12766	117	1	fine	fine	ADJ
fuelectenerg-12766	117	2	-	-	PUNCT
fuelectenerg-12766	117	3	tuning	tuning	NOUN
fuelectenerg-12766	117	4	:	:	PUNCT
fuelectenerg-12766	117	5	the	the	DET
fuelectenerg-12766	117	6	model	model	NOUN
fuelectenerg-12766	117	7	is	be	AUX
fuelectenerg-12766	117	8	fine	fine	ADV
fuelectenerg-12766	117	9	-	-	PUNCT
fuelectenerg-12766	117	10	tuned	tune	VERB
fuelectenerg-12766	117	11	for	for	ADP
fuelectenerg-12766	117	12	a	a	DET
fuelectenerg-12766	117	13	particular	particular	ADJ
fuelectenerg-12766	117	14	goal	goal	NOUN
fuelectenerg-12766	117	15	,	,	PUNCT
fuelectenerg-12766	117	16	such	such	ADJ
fuelectenerg-12766	117	17	as	as	ADP
fuelectenerg-12766	117	18	sports	sport	NOUN
fuelectenerg-12766	117	19	video	video	NOUN
fuelectenerg-12766	117	20	categorization	categorization	NOUN
fuelectenerg-12766	117	21	.	.	PUNCT
fuelectenerg-12766	118	1	how	how	SCONJ
fuelectenerg-12766	118	2	to	to	PART
fuelectenerg-12766	118	3	do	do	AUX
fuelectenerg-12766	118	4	it	it	PRON
fuelectenerg-12766	118	5	is	be	AUX
fuelectenerg-12766	118	6	as	as	SCONJ
fuelectenerg-12766	118	7	follows	follow	VERB
fuelectenerg-12766	118	8	:	:	PUNCT
fuelectenerg-12766	118	9	the	the	DET
fuelectenerg-12766	118	10	generic	generic	ADJ
fuelectenerg-12766	118	11	features	feature	NOUN
fuelectenerg-12766	118	12	-	-	PUNCT
fuelectenerg-12766	118	13	capturing	capture	VERB
fuelectenerg-12766	118	14	early	early	ADJ
fuelectenerg-12766	118	15	layers	layer	NOUN
fuelectenerg-12766	118	16	are	be	AUX
fuelectenerg-12766	118	17	frozen	freeze	VERB
fuelectenerg-12766	118	18	,	,	PUNCT
fuelectenerg-12766	118	19	meaning	mean	VERB
fuelectenerg-12766	118	20	they	they	PRON
fuelectenerg-12766	118	21	are	be	AUX
fuelectenerg-12766	118	22	not	not	PART
fuelectenerg-12766	118	23	modified	modify	VERB
fuelectenerg-12766	118	24	throughout	throughout	ADP
fuelectenerg-12766	118	25	training	training	NOUN
fuelectenerg-12766	118	26	.	.	PUNCT
fuelectenerg-12766	119	1	to	to	PART
fuelectenerg-12766	119	2	learn	learn	VERB
fuelectenerg-12766	119	3	features	feature	NOUN
fuelectenerg-12766	119	4	particular	particular	ADJ
fuelectenerg-12766	119	5	to	to	ADP
fuelectenerg-12766	119	6	the	the	DET
fuelectenerg-12766	119	7	new	new	ADJ
fuelectenerg-12766	119	8	dataset	dataset	NOUN
fuelectenerg-12766	119	9	,	,	PUNCT
fuelectenerg-12766	119	10	the	the	DET
fuelectenerg-12766	119	11	subsequent	subsequent	ADJ
fuelectenerg-12766	119	12	layers	layer	NOUN
fuelectenerg-12766	119	13	,	,	PUNCT
fuelectenerg-12766	119	14	which	which	PRON
fuelectenerg-12766	119	15	oversee	oversee	VERB
fuelectenerg-12766	119	16	task	task	NOUN
fuelectenerg-12766	119	17	-	-	PUNCT
fuelectenerg-12766	119	18	specific	specific	ADJ
fuelectenerg-12766	119	19	characteristics	characteristic	NOUN
fuelectenerg-12766	119	20	,	,	PUNCT
fuelectenerg-12766	119	21	use	use	VERB
fuelectenerg-12766	119	22	backpropagation	backpropagation	NOUN
fuelectenerg-12766	119	23	to	to	PART
fuelectenerg-12766	119	24	adapt	adapt	VERB
fuelectenerg-12766	119	25	and	and	CCONJ
fuelectenerg-12766	119	26	unfreeze	unfreeze	NOUN
fuelectenerg-12766	119	27	.	.	PUNCT
fuelectenerg-12766	120	1	classification	classification	NOUN
fuelectenerg-12766	120	2	of	of	ADP
fuelectenerg-12766	120	3	sports	sport	NOUN
fuelectenerg-12766	120	4	videos	video	NOUN
fuelectenerg-12766	120	5	by	by	ADP
fuelectenerg-12766	120	6	combining	combine	VERB
fuelectenerg-12766	120	7	resnet50	resnet50	NOUN
fuelectenerg-12766	120	8	model	model	NOUN
fuelectenerg-12766	120	9	and	and	CCONJ
fuelectenerg-12766	120	10	fine	fine	ADJ
fuelectenerg-12766	120	11	tuning	tune	VERB
fuelectenerg-12766	120	12	45	45	NUM
fuelectenerg-12766	120	13	backpropagation	backpropagation	NOUN
fuelectenerg-12766	120	14	:	:	PUNCT
fuelectenerg-12766	120	15	the	the	DET
fuelectenerg-12766	120	16	weights	weight	NOUN
fuelectenerg-12766	120	17	of	of	ADP
fuelectenerg-12766	120	18	the	the	DET
fuelectenerg-12766	120	19	unfrozen	unfrozen	NOUN
fuelectenerg-12766	120	20	layers	layer	NOUN
fuelectenerg-12766	120	21	are	be	AUX
fuelectenerg-12766	120	22	modified	modify	VERB
fuelectenerg-12766	120	23	throughout	throughout	ADP
fuelectenerg-12766	120	24	this	this	DET
fuelectenerg-12766	120	25	optimization	optimization	NOUN
fuelectenerg-12766	120	26	procedure	procedure	NOUN
fuelectenerg-12766	120	27	.	.	PUNCT
fuelectenerg-12766	121	1	it	it	PRON
fuelectenerg-12766	121	2	computes	compute	VERB
fuelectenerg-12766	121	3	the	the	DET
fuelectenerg-12766	121	4	error	error	NOUN
fuelectenerg-12766	121	5	that	that	PRON
fuelectenerg-12766	121	6	results	result	VERB
fuelectenerg-12766	121	7	from	from	ADP
fuelectenerg-12766	121	8	comparing	compare	VERB
fuelectenerg-12766	121	9	the	the	DET
fuelectenerg-12766	121	10	predicted	predict	VERB
fuelectenerg-12766	121	11	label	label	NOUN
fuelectenerg-12766	121	12	with	with	ADP
fuelectenerg-12766	121	13	the	the	DET
fuelectenerg-12766	121	14	actual	actual	ADJ
fuelectenerg-12766	121	15	model	model	NOUN
fuelectenerg-12766	121	16	label	label	NOUN
fuelectenerg-12766	121	17	,	,	PUNCT
fuelectenerg-12766	121	18	propagates	propagate	VERB
fuelectenerg-12766	121	19	this	this	DET
fuelectenerg-12766	121	20	error	error	NOUN
fuelectenerg-12766	121	21	backward	backward	ADV
fuelectenerg-12766	121	22	through	through	ADP
fuelectenerg-12766	121	23	the	the	DET
fuelectenerg-12766	121	24	network	network	NOUN
fuelectenerg-12766	121	25	,	,	PUNCT
fuelectenerg-12766	121	26	and	and	CCONJ
fuelectenerg-12766	121	27	adjusts	adjust	VERB
fuelectenerg-12766	121	28	the	the	DET
fuelectenerg-12766	121	29	weights	weight	NOUN
fuelectenerg-12766	121	30	to	to	PART
fuelectenerg-12766	121	31	minimize	minimize	VERB
fuelectenerg-12766	121	32	the	the	DET
fuelectenerg-12766	121	33	error	error	NOUN
fuelectenerg-12766	121	34	.	.	PUNCT
fuelectenerg-12766	122	1	gradient	gradient	ADJ
fuelectenerg-12766	122	2	descent	descent	NOUN
fuelectenerg-12766	122	3	:	:	PUNCT
fuelectenerg-12766	122	4	gradient	gradient	ADJ
fuelectenerg-12766	122	5	descent	descent	NOUN
fuelectenerg-12766	122	6	is	be	AUX
fuelectenerg-12766	122	7	the	the	DET
fuelectenerg-12766	122	8	optimization	optimization	NOUN
fuelectenerg-12766	122	9	process	process	NOUN
fuelectenerg-12766	122	10	used	use	VERB
fuelectenerg-12766	122	11	in	in	ADP
fuelectenerg-12766	122	12	backpropagation	backpropagation	NOUN
fuelectenerg-12766	122	13	,	,	PUNCT
fuelectenerg-12766	122	14	which	which	PRON
fuelectenerg-12766	122	15	iteratively	iteratively	ADV
fuelectenerg-12766	122	16	modifies	modify	VERB
fuelectenerg-12766	122	17	the	the	DET
fuelectenerg-12766	122	18	model	model	NOUN
fuelectenerg-12766	122	19	weights	weight	NOUN
fuelectenerg-12766	122	20	to	to	PART
fuelectenerg-12766	122	21	lower	lower	VERB
fuelectenerg-12766	122	22	the	the	DET
fuelectenerg-12766	122	23	loss	loss	NOUN
fuelectenerg-12766	122	24	function	function	NOUN
fuelectenerg-12766	122	25	and	and	CCONJ
fuelectenerg-12766	122	26	enhance	enhance	VERB
fuelectenerg-12766	122	27	the	the	DET
fuelectenerg-12766	122	28	model	model	NOUN
fuelectenerg-12766	122	29	's	's	PART
fuelectenerg-12766	122	30	task	task	NOUN
fuelectenerg-12766	122	31	-	-	PUNCT
fuelectenerg-12766	122	32	specific	specific	ADJ
fuelectenerg-12766	122	33	performance	performance	NOUN
fuelectenerg-12766	122	34	.	.	PUNCT
fuelectenerg-12766	123	1	resnet50	resnet50	NOUN
fuelectenerg-12766	123	2	gets	get	AUX
fuelectenerg-12766	123	3	optimized	optimize	VERB
fuelectenerg-12766	123	4	for	for	ADP
fuelectenerg-12766	123	5	the	the	DET
fuelectenerg-12766	123	6	particular	particular	ADJ
fuelectenerg-12766	123	7	problem	problem	NOUN
fuelectenerg-12766	123	8	by	by	ADP
fuelectenerg-12766	123	9	freezing	freeze	VERB
fuelectenerg-12766	123	10	the	the	DET
fuelectenerg-12766	123	11	early	early	ADJ
fuelectenerg-12766	123	12	layers	layer	NOUN
fuelectenerg-12766	123	13	and	and	CCONJ
fuelectenerg-12766	123	14	fine	fine	ADV
fuelectenerg-12766	123	15	-	-	PUNCT
fuelectenerg-12766	123	16	tuning	tuning	VERB
fuelectenerg-12766	123	17	the	the	DET
fuelectenerg-12766	123	18	later	later	ADJ
fuelectenerg-12766	123	19	ones	one	NOUN
fuelectenerg-12766	123	20	while	while	SCONJ
fuelectenerg-12766	123	21	still	still	ADV
fuelectenerg-12766	123	22	utilizing	utilize	VERB
fuelectenerg-12766	123	23	its	its	PRON
fuelectenerg-12766	123	24	prior	prior	ADJ
fuelectenerg-12766	123	25	knowledge	knowledge	NOUN
fuelectenerg-12766	123	26	,	,	PUNCT
fuelectenerg-12766	123	27	which	which	PRON
fuelectenerg-12766	123	28	expedites	expedite	VERB
fuelectenerg-12766	123	29	and	and	CCONJ
fuelectenerg-12766	123	30	improves	improve	VERB
fuelectenerg-12766	123	31	the	the	DET
fuelectenerg-12766	123	32	optimization	optimization	NOUN
fuelectenerg-12766	123	33	process	process	NOUN
fuelectenerg-12766	123	34	.	.	PUNCT
fuelectenerg-12766	124	1	3.2	3.2	NUM
fuelectenerg-12766	124	2	.	.	X
fuelectenerg-12766	125	1	preprocessing	preprocesse	VERB
fuelectenerg-12766	125	2	of	of	ADP
fuelectenerg-12766	125	3	dataset	dataset	NOUN
fuelectenerg-12766	125	4	the	the	DET
fuelectenerg-12766	125	5	collected	collect	VERB
fuelectenerg-12766	125	6	dataset	dataset	NOUN
fuelectenerg-12766	125	7	can	can	AUX
fuelectenerg-12766	125	8	not	not	PART
fuelectenerg-12766	125	9	be	be	AUX
fuelectenerg-12766	125	10	fed	feed	VERB
fuelectenerg-12766	125	11	to	to	ADP
fuelectenerg-12766	125	12	the	the	DET
fuelectenerg-12766	125	13	model	model	NOUN
fuelectenerg-12766	125	14	directly	directly	ADV
fuelectenerg-12766	125	15	.	.	PUNCT
fuelectenerg-12766	126	1	cleaning	clean	VERB
fuelectenerg-12766	126	2	and	and	CCONJ
fuelectenerg-12766	126	3	preprocessing	preprocessing	NOUN
fuelectenerg-12766	126	4	need	need	NOUN
fuelectenerg-12766	126	5	to	to	PART
fuelectenerg-12766	126	6	be	be	AUX
fuelectenerg-12766	126	7	done	do	VERB
fuelectenerg-12766	126	8	before	before	ADP
fuelectenerg-12766	126	9	feeding	feed	VERB
fuelectenerg-12766	126	10	it	it	PRON
fuelectenerg-12766	126	11	to	to	ADP
fuelectenerg-12766	126	12	the	the	DET
fuelectenerg-12766	126	13	model	model	NOUN
fuelectenerg-12766	126	14	.	.	PUNCT
fuelectenerg-12766	127	1	the	the	DET
fuelectenerg-12766	127	2	downloaded	download	VERB
fuelectenerg-12766	127	3	dataset	dataset	NOUN
fuelectenerg-12766	127	4	has	have	VERB
fuelectenerg-12766	127	5	some	some	DET
fuelectenerg-12766	127	6	irrelevant	irrelevant	ADJ
fuelectenerg-12766	127	7	images	image	NOUN
fuelectenerg-12766	127	8	,	,	PUNCT
fuelectenerg-12766	127	9	so	so	SCONJ
fuelectenerg-12766	127	10	these	these	DET
fuelectenerg-12766	127	11	images	image	NOUN
fuelectenerg-12766	127	12	need	need	VERB
fuelectenerg-12766	127	13	to	to	PART
fuelectenerg-12766	127	14	be	be	AUX
fuelectenerg-12766	127	15	deleted	delete	VERB
fuelectenerg-12766	127	16	.	.	PUNCT
fuelectenerg-12766	128	1	irrelevant	irrelevant	ADJ
fuelectenerg-12766	128	2	images	image	NOUN
fuelectenerg-12766	128	3	are	be	AUX
fuelectenerg-12766	128	4	deleted	delete	VERB
fuelectenerg-12766	128	5	manually	manually	ADV
fuelectenerg-12766	128	6	.	.	PUNCT
fuelectenerg-12766	129	1	resnet50	resnet50	NOUN
fuelectenerg-12766	129	2	is	be	AUX
fuelectenerg-12766	129	3	a	a	DET
fuelectenerg-12766	129	4	pre	pre	ADJ
fuelectenerg-12766	129	5	-	-	ADJ
fuelectenerg-12766	129	6	trained	train	VERB
fuelectenerg-12766	129	7	model	model	NOUN
fuelectenerg-12766	129	8	trained	train	VERB
fuelectenerg-12766	129	9	on	on	ADP
fuelectenerg-12766	129	10	an	an	DET
fuelectenerg-12766	129	11	imagenet	imagenet	NOUN
fuelectenerg-12766	129	12	dataset	dataset	NOUN
fuelectenerg-12766	129	13	of	of	ADP
fuelectenerg-12766	129	14	size	size	NOUN
fuelectenerg-12766	129	15	(	(	PUNCT
fuelectenerg-12766	129	16	224×224	224×224	NUM
fuelectenerg-12766	129	17	)	)	PUNCT
fuelectenerg-12766	129	18	.	.	PUNCT
fuelectenerg-12766	130	1	therefore	therefore	ADV
fuelectenerg-12766	130	2	,	,	PUNCT
fuelectenerg-12766	130	3	the	the	DET
fuelectenerg-12766	130	4	images	image	NOUN
fuelectenerg-12766	130	5	are	be	AUX
fuelectenerg-12766	130	6	converted	convert	VERB
fuelectenerg-12766	130	7	into	into	ADP
fuelectenerg-12766	130	8	(	(	PUNCT
fuelectenerg-12766	130	9	224×224	224×224	NUM
fuelectenerg-12766	130	10	)	)	PUNCT
fuelectenerg-12766	130	11	size	size	NOUN
fuelectenerg-12766	130	12	.	.	PUNCT
fuelectenerg-12766	131	1	a	a	DET
fuelectenerg-12766	131	2	large	large	ADJ
fuelectenerg-12766	131	3	amount	amount	NOUN
fuelectenerg-12766	131	4	of	of	ADP
fuelectenerg-12766	131	5	data	datum	NOUN
fuelectenerg-12766	131	6	leads	lead	VERB
fuelectenerg-12766	131	7	to	to	ADP
fuelectenerg-12766	131	8	better	well	ADJ
fuelectenerg-12766	131	9	performance	performance	NOUN
fuelectenerg-12766	131	10	of	of	ADP
fuelectenerg-12766	131	11	a	a	DET
fuelectenerg-12766	131	12	deep	deep	ADJ
fuelectenerg-12766	131	13	neural	neural	ADJ
fuelectenerg-12766	131	14	network	network	NOUN
fuelectenerg-12766	131	15	.	.	PUNCT
fuelectenerg-12766	132	1	so	so	ADV
fuelectenerg-12766	132	2	,	,	PUNCT
fuelectenerg-12766	132	3	we	we	PRON
fuelectenerg-12766	132	4	need	need	VERB
fuelectenerg-12766	132	5	to	to	PART
fuelectenerg-12766	132	6	increase	increase	VERB
fuelectenerg-12766	132	7	the	the	DET
fuelectenerg-12766	132	8	number	number	NOUN
fuelectenerg-12766	132	9	of	of	ADP
fuelectenerg-12766	132	10	images	image	NOUN
fuelectenerg-12766	132	11	for	for	ADP
fuelectenerg-12766	132	12	each	each	DET
fuelectenerg-12766	132	13	sports	sport	NOUN
fuelectenerg-12766	132	14	type	type	NOUN
fuelectenerg-12766	132	15	.	.	PUNCT
fuelectenerg-12766	133	1	a	a	DET
fuelectenerg-12766	133	2	tool	tool	NOUN
fuelectenerg-12766	133	3	known	know	VERB
fuelectenerg-12766	133	4	as	as	ADP
fuelectenerg-12766	133	5	data	datum	NOUN
fuelectenerg-12766	133	6	augmentation	augmentation	NOUN
fuelectenerg-12766	133	7	is	be	AUX
fuelectenerg-12766	133	8	used	use	VERB
fuelectenerg-12766	133	9	to	to	PART
fuelectenerg-12766	133	10	increase	increase	VERB
fuelectenerg-12766	133	11	the	the	DET
fuelectenerg-12766	133	12	size	size	NOUN
fuelectenerg-12766	133	13	of	of	ADP
fuelectenerg-12766	133	14	the	the	DET
fuelectenerg-12766	133	15	dataset	dataset	NOUN
fuelectenerg-12766	133	16	.	.	PUNCT
fuelectenerg-12766	134	1	using	use	VERB
fuelectenerg-12766	134	2	a	a	DET
fuelectenerg-12766	134	3	data	data	NOUN
fuelectenerg-12766	134	4	augmentation	augmentation	NOUN
fuelectenerg-12766	134	5	tool	tool	NOUN
fuelectenerg-12766	134	6	,	,	PUNCT
fuelectenerg-12766	134	7	the	the	DET
fuelectenerg-12766	134	8	number	number	NOUN
fuelectenerg-12766	134	9	of	of	ADP
fuelectenerg-12766	134	10	images	image	NOUN
fuelectenerg-12766	134	11	for	for	SCONJ
fuelectenerg-12766	134	12	each	each	DET
fuelectenerg-12766	134	13	sports	sport	NOUN
fuelectenerg-12766	134	14	type	type	NOUN
fuelectenerg-12766	134	15	increased	increase	VERB
fuelectenerg-12766	134	16	.	.	PUNCT
fuelectenerg-12766	135	1	shifting	shift	VERB
fuelectenerg-12766	135	2	,	,	PUNCT
fuelectenerg-12766	135	3	zooming	zooming	NOUN
fuelectenerg-12766	135	4	,	,	PUNCT
fuelectenerg-12766	135	5	and	and	CCONJ
fuelectenerg-12766	135	6	flipping	flipping	NOUN
fuelectenerg-12766	135	7	have	have	AUX
fuelectenerg-12766	135	8	been	be	AUX
fuelectenerg-12766	135	9	used	use	VERB
fuelectenerg-12766	135	10	for	for	ADP
fuelectenerg-12766	135	11	data	datum	NOUN
fuelectenerg-12766	135	12	augmentation	augmentation	NOUN
fuelectenerg-12766	135	13	rotation	rotation	NOUN
fuelectenerg-12766	135	14	.	.	PUNCT
fuelectenerg-12766	136	1	this	this	DET
fuelectenerg-12766	136	2	study	study	NOUN
fuelectenerg-12766	136	3	can	can	AUX
fuelectenerg-12766	136	4	further	far	ADV
fuelectenerg-12766	136	5	train	train	VERB
fuelectenerg-12766	136	6	the	the	DET
fuelectenerg-12766	136	7	model	model	NOUN
fuelectenerg-12766	136	8	,	,	PUNCT
fuelectenerg-12766	136	9	as	as	SCONJ
fuelectenerg-12766	136	10	the	the	DET
fuelectenerg-12766	136	11	data	data	NOUN
fuelectenerg-12766	136	12	is	be	AUX
fuelectenerg-12766	136	13	sufficient	sufficient	ADJ
fuelectenerg-12766	136	14	.	.	PUNCT
fuelectenerg-12766	137	1	the	the	DET
fuelectenerg-12766	137	2	fig	fig	NOUN
fuelectenerg-12766	137	3	.	.	PUNCT
fuelectenerg-12766	137	4	4	4	NUM
fuelectenerg-12766	137	5	represents	represent	VERB
fuelectenerg-12766	137	6	the	the	DET
fuelectenerg-12766	137	7	distribution	distribution	NOUN
fuelectenerg-12766	137	8	of	of	ADP
fuelectenerg-12766	137	9	data	datum	NOUN
fuelectenerg-12766	137	10	for	for	ADP
fuelectenerg-12766	137	11	each	each	DET
fuelectenerg-12766	137	12	sports	sport	NOUN
fuelectenerg-12766	137	13	class	class	NOUN
fuelectenerg-12766	137	14	.	.	PUNCT
fuelectenerg-12766	138	1	the	the	DET
fuelectenerg-12766	138	2	graph	graph	NOUN
fuelectenerg-12766	138	3	shows	show	VERB
fuelectenerg-12766	138	4	that	that	SCONJ
fuelectenerg-12766	138	5	each	each	DET
fuelectenerg-12766	138	6	class	class	NOUN
fuelectenerg-12766	138	7	is	be	AUX
fuelectenerg-12766	138	8	evenly	evenly	ADV
fuelectenerg-12766	138	9	distributed	distribute	VERB
fuelectenerg-12766	138	10	.	.	PUNCT
fuelectenerg-12766	139	1	the	the	DET
fuelectenerg-12766	139	2	proposed	propose	VERB
fuelectenerg-12766	139	3	flowchart	flowchart	NOUN
fuelectenerg-12766	139	4	for	for	ADP
fuelectenerg-12766	139	5	different	different	ADJ
fuelectenerg-12766	139	6	classes	class	NOUN
fuelectenerg-12766	139	7	is	be	AUX
fuelectenerg-12766	139	8	shown	show	VERB
fuelectenerg-12766	139	9	in	in	ADP
fuelectenerg-12766	139	10	fig	fig	NOUN
fuelectenerg-12766	139	11	.	.	PUNCT
fuelectenerg-12766	140	1	5	5	X
fuelectenerg-12766	140	2	.	.	X
fuelectenerg-12766	140	3	the	the	DET
fuelectenerg-12766	140	4	flowchart	flowchart	NOUN
fuelectenerg-12766	140	5	for	for	ADP
fuelectenerg-12766	140	6	the	the	DET
fuelectenerg-12766	140	7	accuracy	accuracy	NOUN
fuelectenerg-12766	140	8	prediction	prediction	NOUN
fuelectenerg-12766	140	9	is	be	AUX
fuelectenerg-12766	140	10	shown	show	VERB
fuelectenerg-12766	140	11	in	in	ADP
fuelectenerg-12766	140	12	fig	fig	NOUN
fuelectenerg-12766	140	13	.	.	PUNCT
fuelectenerg-12766	141	1	6	6	NUM
fuelectenerg-12766	141	2	.	.	NOUN
fuelectenerg-12766	141	3	4	4	NUM
fuelectenerg-12766	141	4	.	.	X
fuelectenerg-12766	141	5	methodology	methodology	NOUN
fuelectenerg-12766	141	6	this	this	DET
fuelectenerg-12766	141	7	section	section	NOUN
fuelectenerg-12766	141	8	shows	show	VERB
fuelectenerg-12766	141	9	a	a	DET
fuelectenerg-12766	141	10	proposed	propose	VERB
fuelectenerg-12766	141	11	novel	novel	NOUN
fuelectenerg-12766	141	12	approach	approach	NOUN
fuelectenerg-12766	141	13	to	to	PART
fuelectenerg-12766	141	14	classify	classify	VERB
fuelectenerg-12766	141	15	sports	sport	NOUN
fuelectenerg-12766	141	16	videos	video	NOUN
fuelectenerg-12766	141	17	in	in	ADP
fuelectenerg-12766	141	18	fig	fig	NOUN
fuelectenerg-12766	141	19	.	.	PUNCT
fuelectenerg-12766	142	1	4	4	X
fuelectenerg-12766	142	2	.	.	X
fuelectenerg-12766	142	3	each	each	DET
fuelectenerg-12766	142	4	pixel	pixel	PROPN
fuelectenerg-12766	142	5	's	's	PART
fuelectenerg-12766	142	6	width	width	ADJ
fuelectenerg-12766	142	7	,	,	PUNCT
fuelectenerg-12766	142	8	height	height	NOUN
fuelectenerg-12766	142	9	,	,	PUNCT
fuelectenerg-12766	142	10	and	and	CCONJ
fuelectenerg-12766	142	11	depth	depth	NOUN
fuelectenerg-12766	142	12	make	make	VERB
fuelectenerg-12766	142	13	up	up	ADP
fuelectenerg-12766	142	14	the	the	DET
fuelectenerg-12766	142	15	three	three	NUM
fuelectenerg-12766	142	16	dimensions	dimension	NOUN
fuelectenerg-12766	142	17	of	of	ADP
fuelectenerg-12766	142	18	the	the	DET
fuelectenerg-12766	142	19	cnn	cnn	PROPN
fuelectenerg-12766	142	20	's	's	PART
fuelectenerg-12766	142	21	input	input	NOUN
fuelectenerg-12766	142	22	layer	layer	NOUN
fuelectenerg-12766	142	23	.	.	PUNCT
fuelectenerg-12766	143	1	meanwhile	meanwhile	ADV
fuelectenerg-12766	143	2	,	,	PUNCT
fuelectenerg-12766	143	3	depth	depth	NOUN
fuelectenerg-12766	143	4	represents	represent	VERB
fuelectenerg-12766	143	5	the	the	DET
fuelectenerg-12766	143	6	rgb	rgb	PROPN
fuelectenerg-12766	143	7	color	color	NOUN
fuelectenerg-12766	143	8	channel	channel	PROPN
fuelectenerg-12766	143	9	,	,	PUNCT
fuelectenerg-12766	143	10	and	and	CCONJ
fuelectenerg-12766	143	11	width	width	VERB
fuelectenerg-12766	143	12	and	and	CCONJ
fuelectenerg-12766	143	13	height	height	NOUN
fuelectenerg-12766	143	14	indicate	indicate	VERB
fuelectenerg-12766	143	15	the	the	DET
fuelectenerg-12766	143	16	horizontal	horizontal	ADJ
fuelectenerg-12766	143	17	and	and	CCONJ
fuelectenerg-12766	143	18	vertical	vertical	ADJ
fuelectenerg-12766	143	19	pixels	pixel	NOUN
fuelectenerg-12766	143	20	.	.	PUNCT
fuelectenerg-12766	144	1	we	we	PRON
fuelectenerg-12766	144	2	have	have	AUX
fuelectenerg-12766	144	3	converted	convert	VERB
fuelectenerg-12766	144	4	the	the	DET
fuelectenerg-12766	144	5	raw	raw	ADJ
fuelectenerg-12766	144	6	sports	sport	NOUN
fuelectenerg-12766	144	7	video	video	NOUN
fuelectenerg-12766	144	8	collection	collection	NOUN
fuelectenerg-12766	144	9	into	into	ADP
fuelectenerg-12766	144	10	frames	frame	NOUN
fuelectenerg-12766	144	11	to	to	PART
fuelectenerg-12766	144	12	minimize	minimize	VERB
fuelectenerg-12766	144	13	computational	computational	ADJ
fuelectenerg-12766	144	14	complexity	complexity	NOUN
fuelectenerg-12766	144	15	.	.	PUNCT
fuelectenerg-12766	145	1	taking	take	VERB
fuelectenerg-12766	145	2	part	part	NOUN
fuelectenerg-12766	145	3	in	in	ADP
fuelectenerg-12766	145	4	network	network	NOUN
fuelectenerg-12766	145	5	training	training	NOUN
fuelectenerg-12766	145	6	.	.	PUNCT
fuelectenerg-12766	146	1	video	video	NOUN
fuelectenerg-12766	146	2	classification	classification	NOUN
fuelectenerg-12766	146	3	is	be	AUX
fuelectenerg-12766	146	4	quite	quite	ADV
fuelectenerg-12766	146	5	like	like	ADP
fuelectenerg-12766	146	6	image	image	NOUN
fuelectenerg-12766	146	7	classification	classification	NOUN
fuelectenerg-12766	146	8	,	,	PUNCT
fuelectenerg-12766	146	9	considering	consider	VERB
fuelectenerg-12766	146	10	the	the	DET
fuelectenerg-12766	146	11	number	number	NOUN
fuelectenerg-12766	146	12	of	of	ADP
fuelectenerg-12766	146	13	subsequent	subsequent	ADJ
fuelectenerg-12766	146	14	frames	frame	NOUN
fuelectenerg-12766	146	15	in	in	ADP
fuelectenerg-12766	146	16	a	a	DET
fuelectenerg-12766	146	17	video	video	NOUN
fuelectenerg-12766	146	18	.	.	PUNCT
fuelectenerg-12766	147	1	however	however	ADV
fuelectenerg-12766	147	2	,	,	PUNCT
fuelectenerg-12766	147	3	video	video	NOUN
fuelectenerg-12766	147	4	classification	classification	NOUN
fuelectenerg-12766	147	5	is	be	AUX
fuelectenerg-12766	147	6	different	different	ADJ
fuelectenerg-12766	147	7	from	from	ADP
fuelectenerg-12766	147	8	simple	simple	ADJ
fuelectenerg-12766	147	9	image	image	NOUN
fuelectenerg-12766	147	10	classification	classification	NOUN
fuelectenerg-12766	147	11	.	.	PUNCT
fuelectenerg-12766	148	1	in	in	ADP
fuelectenerg-12766	148	2	video	video	NOUN
fuelectenerg-12766	148	3	classification	classification	NOUN
fuelectenerg-12766	148	4	,	,	PUNCT
fuelectenerg-12766	148	5	we	we	PRON
fuelectenerg-12766	148	6	make	make	VERB
fuelectenerg-12766	148	7	some	some	DET
fuelectenerg-12766	148	8	assumptions	assumption	NOUN
fuelectenerg-12766	148	9	,	,	PUNCT
fuelectenerg-12766	148	10	such	such	ADJ
fuelectenerg-12766	148	11	as	as	ADP
fuelectenerg-12766	148	12	,	,	PUNCT
fuelectenerg-12766	148	13	based	base	VERB
fuelectenerg-12766	148	14	on	on	ADP
fuelectenerg-12766	148	15	the	the	DET
fuelectenerg-12766	148	16	semantic	semantic	ADJ
fuelectenerg-12766	148	17	contents	content	NOUN
fuelectenerg-12766	148	18	,	,	PUNCT
fuelectenerg-12766	148	19	subsequent	subsequent	ADJ
fuelectenerg-12766	148	20	frames	frame	NOUN
fuelectenerg-12766	148	21	are	be	AUX
fuelectenerg-12766	148	22	correlated	correlate	VERB
fuelectenerg-12766	148	23	in	in	ADP
fuelectenerg-12766	148	24	a	a	DET
fuelectenerg-12766	148	25	video	video	NOUN
fuelectenerg-12766	148	26	.	.	PUNCT
fuelectenerg-12766	149	1	the	the	DET
fuelectenerg-12766	149	2	advantage	advantage	NOUN
fuelectenerg-12766	149	3	of	of	ADP
fuelectenerg-12766	149	4	the	the	DET
fuelectenerg-12766	149	5	temporal	temporal	ADJ
fuelectenerg-12766	149	6	nature	nature	NOUN
fuelectenerg-12766	149	7	of	of	ADP
fuelectenerg-12766	149	8	videos	video	NOUN
fuelectenerg-12766	149	9	can	can	AUX
fuelectenerg-12766	149	10	be	be	AUX
fuelectenerg-12766	149	11	considered	consider	VERB
fuelectenerg-12766	149	12	to	to	PART
fuelectenerg-12766	149	13	improve	improve	VERB
fuelectenerg-12766	149	14	the	the	DET
fuelectenerg-12766	149	15	accuracy	accuracy	NOUN
fuelectenerg-12766	149	16	of	of	ADP
fuelectenerg-12766	149	17	the	the	DET
fuelectenerg-12766	149	18	actual	actual	ADJ
fuelectenerg-12766	149	19	video	video	NOUN
fuelectenerg-12766	149	20	classifier	classifier	NOUN
fuelectenerg-12766	149	21	.	.	PUNCT
fuelectenerg-12766	150	1	the	the	DET
fuelectenerg-12766	150	2	proposed	propose	VERB
fuelectenerg-12766	150	3	solution	solution	NOUN
fuelectenerg-12766	150	4	will	will	AUX
fuelectenerg-12766	150	5	use	use	VERB
fuelectenerg-12766	150	6	the	the	DET
fuelectenerg-12766	150	7	resnet50	resnet50	NOUN
fuelectenerg-12766	150	8	model	model	NOUN
fuelectenerg-12766	150	9	to	to	PART
fuelectenerg-12766	150	10	classify	classify	VERB
fuelectenerg-12766	150	11	sports	sport	NOUN
fuelectenerg-12766	150	12	videos	video	NOUN
fuelectenerg-12766	150	13	[	[	X
fuelectenerg-12766	150	14	12	12	NUM
fuelectenerg-12766	150	15	]	]	PUNCT
fuelectenerg-12766	150	16	.	.	PUNCT
fuelectenerg-12766	151	1	resnet50	resnet50	PROPN
fuelectenerg-12766	151	2	neural	neural	ADJ
fuelectenerg-12766	151	3	network	network	NOUN
fuelectenerg-12766	151	4	contains	contain	VERB
fuelectenerg-12766	151	5	50	50	NUM
fuelectenerg-12766	151	6	layers	layer	NOUN
fuelectenerg-12766	151	7	.	.	PUNCT
fuelectenerg-12766	152	1	resnet50	resnet50	NOUN
fuelectenerg-12766	152	2	is	be	AUX
fuelectenerg-12766	152	3	one	one	NUM
fuelectenerg-12766	152	4	of	of	ADP
fuelectenerg-12766	152	5	the	the	DET
fuelectenerg-12766	152	6	categories	category	NOUN
fuelectenerg-12766	152	7	of	of	ADP
fuelectenerg-12766	152	8	(	(	PUNCT
fuelectenerg-12766	152	9	cnn	cnn	PROPN
fuelectenerg-12766	152	10	)	)	PUNCT
fuelectenerg-12766	152	11	trained	train	VERB
fuelectenerg-12766	152	12	on	on	ADP
fuelectenerg-12766	152	13	more	more	ADJ
fuelectenerg-12766	152	14	than	than	ADP
fuelectenerg-12766	152	15	a	a	DET
fuelectenerg-12766	152	16	million	million	NUM
fuelectenerg-12766	152	17	images	image	NOUN
fuelectenerg-12766	152	18	taken	take	VERB
fuelectenerg-12766	152	19	from	from	ADP
fuelectenerg-12766	152	20	the	the	DET
fuelectenerg-12766	152	21	imagenet	imagenet	ADJ
fuelectenerg-12766	152	22	database	database	NOUN
fuelectenerg-12766	152	23	[	[	X
fuelectenerg-12766	152	24	9	9	NUM
fuelectenerg-12766	152	25	]	]	PUNCT
fuelectenerg-12766	152	26	.	.	PUNCT
fuelectenerg-12766	153	1	as	as	ADP
fuelectenerg-12766	153	2	an	an	DET
fuelectenerg-12766	153	3	outcome	outcome	NOUN
fuelectenerg-12766	153	4	,	,	PUNCT
fuelectenerg-12766	153	5	the	the	DET
fuelectenerg-12766	153	6	resnet50	resnet50	NOUN
fuelectenerg-12766	153	7	network	network	NOUN
fuelectenerg-12766	153	8	has	have	AUX
fuelectenerg-12766	153	9	learned	learn	VERB
fuelectenerg-12766	153	10	rich	rich	ADJ
fuelectenerg-12766	153	11	feature	feature	NOUN
fuelectenerg-12766	153	12	depictions	depiction	NOUN
fuelectenerg-12766	153	13	for	for	ADP
fuelectenerg-12766	153	14	a	a	DET
fuelectenerg-12766	153	15	broad	broad	ADJ
fuelectenerg-12766	153	16	range	range	NOUN
fuelectenerg-12766	153	17	of	of	ADP
fuelectenerg-12766	153	18	images	image	NOUN
fuelectenerg-12766	153	19	.	.	PUNCT
fuelectenerg-12766	154	1	resnet50	resnet50	NOUN
fuelectenerg-12766	154	2	is	be	AUX
fuelectenerg-12766	154	3	deeper	deep	ADJ
fuelectenerg-12766	154	4	than	than	ADP
fuelectenerg-12766	154	5	visual	visual	ADJ
fuelectenerg-12766	154	6	geometry	geometry	NOUN
fuelectenerg-12766	154	7	group	group	NOUN
fuelectenerg-12766	154	8	(	(	PUNCT
fuelectenerg-12766	154	9	vgg	vgg	NOUN
fuelectenerg-12766	154	10	)	)	PUNCT
fuelectenerg-12766	154	11	networks	network	NOUN
fuelectenerg-12766	154	12	,	,	PUNCT
fuelectenerg-12766	154	13	but	but	CCONJ
fuelectenerg-12766	154	14	resnet50	resnet50	NOUN
fuelectenerg-12766	154	15	has	have	VERB
fuelectenerg-12766	154	16	lower	low	ADJ
fuelectenerg-12766	154	17	complexity	complexity	NOUN
fuelectenerg-12766	154	18	than	than	ADP
fuelectenerg-12766	154	19	vgg	vgg	ADJ
fuelectenerg-12766	154	20	networks	network	NOUN
fuelectenerg-12766	154	21	2	2	NUM
fuelectenerg-12766	154	22	.	.	NUM
fuelectenerg-12766	154	23	46	46	NUM
fuelectenerg-12766	155	1	p.	p.	PROPN
fuelectenerg-12766	155	2	ranjan	ranjan	PROPN
fuelectenerg-12766	155	3	,	,	PUNCT
fuelectenerg-12766	155	4	j.	j.	PROPN
fuelectenerg-12766	155	5	k.	k.	PROPN
fuelectenerg-12766	155	6	rai	rai	PROPN
fuelectenerg-12766	155	7	,	,	PUNCT
fuelectenerg-12766	155	8	v.	v.	ADP
fuelectenerg-12766	155	9	singh	singh	PROPN
fuelectenerg-12766	155	10	,	,	PUNCT
fuelectenerg-12766	155	11	a.	a.	NOUN
fuelectenerg-12766	155	12	sharma	sharma	PROPN
fuelectenerg-12766	155	13	,	,	PUNCT
fuelectenerg-12766	155	14	s.	s.	PROPN
fuelectenerg-12766	155	15	kumar	kumar	PROPN
fuelectenerg-12766	155	16	4.1	4.1	NUM
fuelectenerg-12766	155	17	.	.	PUNCT
fuelectenerg-12766	155	18	resnet	resnet	NOUN
fuelectenerg-12766	155	19	model	model	NOUN
fuelectenerg-12766	155	20	the	the	DET
fuelectenerg-12766	155	21	network	network	NOUN
fuelectenerg-12766	155	22	depth	depth	NOUN
fuelectenerg-12766	155	23	is	be	AUX
fuelectenerg-12766	155	24	important	important	ADJ
fuelectenerg-12766	155	25	to	to	PART
fuelectenerg-12766	155	26	represent	represent	VERB
fuelectenerg-12766	155	27	and	and	CCONJ
fuelectenerg-12766	155	28	generalize	generalize	VERB
fuelectenerg-12766	155	29	the	the	DET
fuelectenerg-12766	155	30	feature	feature	NOUN
fuelectenerg-12766	155	31	[	[	X
fuelectenerg-12766	155	32	13	13	NUM
fuelectenerg-12766	155	33	]	]	PUNCT
fuelectenerg-12766	155	34	.	.	PUNCT
fuelectenerg-12766	156	1	adding	add	VERB
fuelectenerg-12766	156	2	the	the	DET
fuelectenerg-12766	156	3	convolutional	convolutional	ADJ
fuelectenerg-12766	156	4	layers	layer	NOUN
fuelectenerg-12766	156	5	to	to	PART
fuelectenerg-12766	156	6	extend	extend	VERB
fuelectenerg-12766	156	7	the	the	DET
fuelectenerg-12766	156	8	depth	depth	NOUN
fuelectenerg-12766	156	9	of	of	ADP
fuelectenerg-12766	156	10	a	a	DET
fuelectenerg-12766	156	11	model	model	NOUN
fuelectenerg-12766	156	12	will	will	AUX
fuelectenerg-12766	156	13	not	not	PART
fuelectenerg-12766	156	14	help	help	VERB
fuelectenerg-12766	156	15	achieve	achieve	VERB
fuelectenerg-12766	156	16	better	well	ADJ
fuelectenerg-12766	156	17	training	training	NOUN
fuelectenerg-12766	156	18	and	and	CCONJ
fuelectenerg-12766	156	19	generalization	generalization	NOUN
fuelectenerg-12766	156	20	performance	performance	NOUN
fuelectenerg-12766	156	21	[	[	X
fuelectenerg-12766	156	22	14	14	NUM
fuelectenerg-12766	156	23	]	]	PUNCT
fuelectenerg-12766	156	24	.	.	PUNCT
fuelectenerg-12766	157	1	to	to	PART
fuelectenerg-12766	157	2	build	build	VERB
fuelectenerg-12766	157	3	a	a	DET
fuelectenerg-12766	157	4	deeper	deep	ADJ
fuelectenerg-12766	157	5	convolutional	convolutional	ADJ
fuelectenerg-12766	157	6	neural	neural	ADJ
fuelectenerg-12766	157	7	network	network	NOUN
fuelectenerg-12766	157	8	,	,	PUNCT
fuelectenerg-12766	157	9	kaming	kame	VERB
fuelectenerg-12766	157	10	et	et	PROPN
fuelectenerg-12766	157	11	al	al	PROPN
fuelectenerg-12766	157	12	.	.	PROPN
fuelectenerg-12766	157	13	introduced	introduce	VERB
fuelectenerg-12766	157	14	residual	residual	ADJ
fuelectenerg-12766	157	15	networks	network	NOUN
fuelectenerg-12766	157	16	[	[	X
fuelectenerg-12766	157	17	9	9	NUM
fuelectenerg-12766	157	18	]	]	PUNCT
fuelectenerg-12766	157	19	.	.	PUNCT
fuelectenerg-12766	158	1	a	a	DET
fuelectenerg-12766	158	2	residual	residual	ADJ
fuelectenerg-12766	158	3	block	block	NOUN
fuelectenerg-12766	158	4	of	of	ADP
fuelectenerg-12766	158	5	the	the	DET
fuelectenerg-12766	158	6	resnet	resnet	NOUN
fuelectenerg-12766	158	7	model	model	NOUN
fuelectenerg-12766	158	8	is	be	AUX
fuelectenerg-12766	158	9	shown	show	VERB
fuelectenerg-12766	158	10	in	in	ADP
fuelectenerg-12766	158	11	fig	fig	NOUN
fuelectenerg-12766	158	12	.	.	PUNCT
fuelectenerg-12766	159	1	7	7	NUM
fuelectenerg-12766	159	2	,	,	PUNCT
fuelectenerg-12766	159	3	which	which	PRON
fuelectenerg-12766	159	4	can	can	AUX
fuelectenerg-12766	159	5	be	be	AUX
fuelectenerg-12766	159	6	assumed	assume	VERB
fuelectenerg-12766	159	7	as	as	ADP
fuelectenerg-12766	159	8	mapping	mapping	NOUN
fuelectenerg-12766	159	9	function	function	NOUN
fuelectenerg-12766	159	10	h(x	h(x	PROPN
fuelectenerg-12766	159	11	)	)	PUNCT
fuelectenerg-12766	159	12	.	.	PUNCT
fuelectenerg-12766	160	1	here	here	ADV
fuelectenerg-12766	160	2	,	,	PUNCT
fuelectenerg-12766	160	3	the	the	DET
fuelectenerg-12766	160	4	input	input	NOUN
fuelectenerg-12766	160	5	to	to	ADP
fuelectenerg-12766	160	6	the	the	DET
fuelectenerg-12766	160	7	first	first	ADJ
fuelectenerg-12766	160	8	layer	layer	NOUN
fuelectenerg-12766	160	9	is	be	AUX
fuelectenerg-12766	160	10	represented	represent	VERB
fuelectenerg-12766	160	11	by	by	ADP
fuelectenerg-12766	160	12	x	x	X
fuelectenerg-12766	160	13	,	,	PUNCT
fuelectenerg-12766	160	14	and	and	CCONJ
fuelectenerg-12766	160	15	a	a	DET
fuelectenerg-12766	160	16	residual	residual	ADJ
fuelectenerg-12766	160	17	aligning	aligning	NOUN
fuelectenerg-12766	160	18	function	function	NOUN
fuelectenerg-12766	160	19	is	be	AUX
fuelectenerg-12766	160	20	represented	represent	VERB
fuelectenerg-12766	160	21	by	by	ADP
fuelectenerg-12766	160	22	f(x	f(x	PROPN
fuelectenerg-12766	160	23	)	)	PUNCT
fuelectenerg-12766	160	24	,	,	PUNCT
fuelectenerg-12766	160	25	which	which	PRON
fuelectenerg-12766	160	26	can	can	AUX
fuelectenerg-12766	160	27	be	be	AUX
fuelectenerg-12766	160	28	represented	represent	VERB
fuelectenerg-12766	160	29	mathematically	mathematically	ADV
fuelectenerg-12766	160	30	as	as	ADP
fuelectenerg-12766	160	31	f	f	PROPN
fuelectenerg-12766	160	32	(	(	PUNCT
fuelectenerg-12766	160	33	x	x	NOUN
fuelectenerg-12766	160	34	)	)	PUNCT
fuelectenerg-12766	160	35	=	=	SYM
fuelectenerg-12766	160	36	h(x	h(x	PROPN
fuelectenerg-12766	160	37	)	)	PUNCT
fuelectenerg-12766	161	1	−	−	NOUN
fuelectenerg-12766	161	2	x	x	SYM
fuelectenerg-12766	161	3	(	(	PUNCT
fuelectenerg-12766	161	4	1	1	X
fuelectenerg-12766	161	5	)	)	PUNCT
fuelectenerg-12766	161	6	h(x	h(x	PROPN
fuelectenerg-12766	161	7	)	)	PUNCT
fuelectenerg-12766	162	1	=	=	SYM
fuelectenerg-12766	162	2	f	f	X
fuelectenerg-12766	162	3	(	(	PUNCT
fuelectenerg-12766	162	4	x	x	X
fuelectenerg-12766	162	5	)	)	PUNCT
fuelectenerg-12766	162	6	+	+	CCONJ
fuelectenerg-12766	162	7	x	x	SYM
fuelectenerg-12766	162	8	(	(	PUNCT
fuelectenerg-12766	162	9	2	2	NUM
fuelectenerg-12766	162	10	)	)	PUNCT
fuelectenerg-12766	162	11	fig	fig	NOUN
fuelectenerg-12766	162	12	.	.	PUNCT
fuelectenerg-12766	163	1	7	7	NUM
fuelectenerg-12766	163	2	residual	residual	ADJ
fuelectenerg-12766	163	3	block	block	NOUN
fuelectenerg-12766	163	4	fig	fig	NOUN
fuelectenerg-12766	163	5	.	.	PUNCT
fuelectenerg-12766	163	6	8	8	NUM
fuelectenerg-12766	163	7	block	block	NOUN
fuelectenerg-12766	163	8	diagram	diagram	NOUN
fuelectenerg-12766	163	9	of	of	ADP
fuelectenerg-12766	163	10	the	the	DET
fuelectenerg-12766	163	11	proposed	propose	VERB
fuelectenerg-12766	163	12	methodology	methodology	NOUN
fuelectenerg-12766	163	13	the	the	DET
fuelectenerg-12766	163	14	shortcut	shortcut	NOUN
fuelectenerg-12766	163	15	connections	connection	NOUN
fuelectenerg-12766	163	16	are	be	AUX
fuelectenerg-12766	163	17	known	know	VERB
fuelectenerg-12766	163	18	as	as	ADP
fuelectenerg-12766	163	19	identity	identity	NOUN
fuelectenerg-12766	163	20	functions	function	NOUN
fuelectenerg-12766	163	21	(	(	PUNCT
fuelectenerg-12766	163	22	mapping	mapping	NOUN
fuelectenerg-12766	163	23	)	)	PUNCT
fuelectenerg-12766	163	24	.	.	PUNCT
fuelectenerg-12766	164	1	when	when	SCONJ
fuelectenerg-12766	164	2	the	the	DET
fuelectenerg-12766	164	3	models	model	NOUN
fuelectenerg-12766	164	4	get	get	VERB
fuelectenerg-12766	164	5	deeper	deep	ADJ
fuelectenerg-12766	164	6	,	,	PUNCT
fuelectenerg-12766	164	7	the	the	DET
fuelectenerg-12766	164	8	problem	problem	NOUN
fuelectenerg-12766	164	9	of	of	ADP
fuelectenerg-12766	164	10	model	model	NOUN
fuelectenerg-12766	164	11	degradation	degradation	NOUN
fuelectenerg-12766	164	12	arises	arise	VERB
fuelectenerg-12766	164	13	.	.	PUNCT
fuelectenerg-12766	165	1	deep	deep	ADJ
fuelectenerg-12766	165	2	residual	residual	ADJ
fuelectenerg-12766	165	3	networks	network	NOUN
fuelectenerg-12766	165	4	can	can	AUX
fuelectenerg-12766	165	5	effectively	effectively	ADV
fuelectenerg-12766	165	6	solve	solve	VERB
fuelectenerg-12766	165	7	the	the	DET
fuelectenerg-12766	165	8	problem	problem	NOUN
fuelectenerg-12766	165	9	of	of	ADP
fuelectenerg-12766	165	10	model	model	NOUN
fuelectenerg-12766	165	11	degradation	degradation	NOUN
fuelectenerg-12766	165	12	.	.	PUNCT
fuelectenerg-12766	166	1	when	when	SCONJ
fuelectenerg-12766	166	2	fine	fine	ADV
fuelectenerg-12766	166	3	-	-	PUNCT
fuelectenerg-12766	166	4	tuning	tune	VERB
fuelectenerg-12766	166	5	the	the	DET
fuelectenerg-12766	166	6	resnet	resnet	NOUN
fuelectenerg-12766	166	7	,	,	PUNCT
fuelectenerg-12766	166	8	we	we	PRON
fuelectenerg-12766	166	9	set	set	VERB
fuelectenerg-12766	166	10	trainable	trainable	ADJ
fuelectenerg-12766	166	11	as	as	ADP
fuelectenerg-12766	166	12	equal	equal	ADJ
fuelectenerg-12766	166	13	to	to	ADP
fuelectenerg-12766	166	14	false	false	ADJ
fuelectenerg-12766	166	15	,	,	PUNCT
fuelectenerg-12766	166	16	which	which	PRON
fuelectenerg-12766	166	17	results	result	VERB
fuelectenerg-12766	166	18	in	in	ADP
fuelectenerg-12766	166	19	f(x	f(x	NOUN
fuelectenerg-12766	166	20	)	)	PUNCT
fuelectenerg-12766	167	1	=	=	PUNCT
fuelectenerg-12766	168	1	0	0	X
fuelectenerg-12766	168	2	.	.	PUNCT
fuelectenerg-12766	168	3	by	by	ADP
fuelectenerg-12766	168	4	doing	do	VERB
fuelectenerg-12766	168	5	this	this	PRON
fuelectenerg-12766	168	6	,	,	PUNCT
fuelectenerg-12766	168	7	we	we	PRON
fuelectenerg-12766	168	8	can	can	AUX
fuelectenerg-12766	168	9	use	use	VERB
fuelectenerg-12766	168	10	the	the	DET
fuelectenerg-12766	168	11	pretrained	pretraine	VERB
fuelectenerg-12766	168	12	weight	weight	NOUN
fuelectenerg-12766	168	13	of	of	ADP
fuelectenerg-12766	168	14	the	the	DET
fuelectenerg-12766	168	15	resnet	resnet	NOUN
fuelectenerg-12766	168	16	model	model	NOUN
fuelectenerg-12766	168	17	.	.	PUNCT
fuelectenerg-12766	169	1	classification	classification	NOUN
fuelectenerg-12766	169	2	of	of	ADP
fuelectenerg-12766	169	3	sports	sport	NOUN
fuelectenerg-12766	169	4	videos	video	NOUN
fuelectenerg-12766	169	5	by	by	ADP
fuelectenerg-12766	169	6	combining	combine	VERB
fuelectenerg-12766	169	7	resnet50	resnet50	NOUN
fuelectenerg-12766	169	8	model	model	NOUN
fuelectenerg-12766	169	9	and	and	CCONJ
fuelectenerg-12766	169	10	fine	fine	ADJ
fuelectenerg-12766	169	11	tuning	tune	VERB
fuelectenerg-12766	169	12	47	47	NUM
fuelectenerg-12766	169	13	4.2	4.2	NUM
fuelectenerg-12766	169	14	.	.	PUNCT
fuelectenerg-12766	170	1	fine	fine	ADJ
fuelectenerg-12766	170	2	-	-	PUNCT
fuelectenerg-12766	170	3	tuning	tune	VERB
fuelectenerg-12766	170	4	fine	fine	ADV
fuelectenerg-12766	170	5	-	-	PUNCT
fuelectenerg-12766	170	6	tuning	tune	VERB
fuelectenerg-12766	170	7	the	the	DET
fuelectenerg-12766	170	8	pre	pre	ADJ
fuelectenerg-12766	170	9	-	-	ADJ
fuelectenerg-12766	170	10	trained	train	VERB
fuelectenerg-12766	170	11	resnet50	resnet50	NOUN
fuelectenerg-12766	170	12	model	model	NOUN
fuelectenerg-12766	170	13	to	to	ADP
fuelectenerg-12766	170	14	this	this	DET
fuelectenerg-12766	170	15	goal	goal	NOUN
fuelectenerg-12766	170	16	of	of	ADP
fuelectenerg-12766	170	17	sports	sport	NOUN
fuelectenerg-12766	170	18	activity	activity	NOUN
fuelectenerg-12766	170	19	recognition	recognition	NOUN
fuelectenerg-12766	170	20	from	from	ADP
fuelectenerg-12766	170	21	video	video	NOUN
fuelectenerg-12766	170	22	frames	frame	NOUN
fuelectenerg-12766	170	23	entails	entail	VERB
fuelectenerg-12766	170	24	adjusting	adjust	VERB
fuelectenerg-12766	170	25	the	the	DET
fuelectenerg-12766	170	26	model	model	NOUN
fuelectenerg-12766	170	27	for	for	ADP
fuelectenerg-12766	170	28	14	14	NUM
fuelectenerg-12766	170	29	sports	sport	NOUN
fuelectenerg-12766	170	30	videos	video	NOUN
fuelectenerg-12766	170	31	.	.	PUNCT
fuelectenerg-12766	171	1	using	use	VERB
fuelectenerg-12766	171	2	the	the	DET
fuelectenerg-12766	171	3	fine	fine	ADJ
fuelectenerg-12766	171	4	-	-	PUNCT
fuelectenerg-12766	171	5	tuning	tuning	NOUN
fuelectenerg-12766	171	6	method	method	NOUN
fuelectenerg-12766	171	7	is	be	AUX
fuelectenerg-12766	171	8	explained	explain	VERB
fuelectenerg-12766	171	9	in	in	ADP
fuelectenerg-12766	171	10	detail	detail	NOUN
fuelectenerg-12766	171	11	below	below	ADV
fuelectenerg-12766	171	12	:	:	PUNCT
fuelectenerg-12766	171	13	(	(	PUNCT
fuelectenerg-12766	171	14	i)pre	i)pre	VERB
fuelectenerg-12766	171	15	-	-	PUNCT
fuelectenerg-12766	171	16	trained	train	VERB
fuelectenerg-12766	171	17	resnet50	resnet50	NOUN
fuelectenerg-12766	171	18	as	as	ADP
fuelectenerg-12766	171	19	a	a	DET
fuelectenerg-12766	171	20	feature	feature	NOUN
fuelectenerg-12766	171	21	extractor	extractor	NOUN
fuelectenerg-12766	171	22	a	a	DET
fuelectenerg-12766	171	23	large	large	ADJ
fuelectenerg-12766	171	24	dataset	dataset	NOUN
fuelectenerg-12766	171	25	such	such	ADJ
fuelectenerg-12766	171	26	as	as	ADP
fuelectenerg-12766	171	27	imagenet	imagenet	NOUN
fuelectenerg-12766	171	28	was	be	AUX
fuelectenerg-12766	171	29	used	use	VERB
fuelectenerg-12766	171	30	to	to	PART
fuelectenerg-12766	171	31	pre	pre	VERB
fuelectenerg-12766	171	32	-	-	VERB
fuelectenerg-12766	171	33	train	train	VERB
fuelectenerg-12766	171	34	the	the	DET
fuelectenerg-12766	171	35	resnet50	resnet50	NOUN
fuelectenerg-12766	171	36	model	model	NOUN
fuelectenerg-12766	171	37	,	,	PUNCT
fuelectenerg-12766	171	38	teaching	teach	VERB
fuelectenerg-12766	171	39	it	it	PRON
fuelectenerg-12766	171	40	to	to	PART
fuelectenerg-12766	171	41	extract	extract	VERB
fuelectenerg-12766	171	42	common	common	ADJ
fuelectenerg-12766	171	43	visual	visual	ADJ
fuelectenerg-12766	171	44	characteristics	characteristic	NOUN
fuelectenerg-12766	171	45	like	like	ADP
fuelectenerg-12766	171	46	edges	edge	NOUN
fuelectenerg-12766	171	47	,	,	PUNCT
fuelectenerg-12766	171	48	textures	texture	NOUN
fuelectenerg-12766	171	49	,	,	PUNCT
fuelectenerg-12766	171	50	and	and	CCONJ
fuelectenerg-12766	171	51	patterns	pattern	NOUN
fuelectenerg-12766	171	52	.	.	PUNCT
fuelectenerg-12766	172	1	because	because	SCONJ
fuelectenerg-12766	172	2	the	the	DET
fuelectenerg-12766	172	3	lowest	low	ADJ
fuelectenerg-12766	172	4	layers	layer	NOUN
fuelectenerg-12766	172	5	of	of	ADP
fuelectenerg-12766	172	6	resnet50	resnet50	NOUN
fuelectenerg-12766	172	7	(	(	PUNCT
fuelectenerg-12766	172	8	which	which	PRON
fuelectenerg-12766	172	9	identify	identify	VERB
fuelectenerg-12766	172	10	fundamental	fundamental	ADJ
fuelectenerg-12766	172	11	characteristics	characteristic	NOUN
fuelectenerg-12766	172	12	)	)	PUNCT
fuelectenerg-12766	172	13	are	be	AUX
fuelectenerg-12766	172	14	probably	probably	ADV
fuelectenerg-12766	172	15	beneficial	beneficial	ADJ
fuelectenerg-12766	172	16	across	across	ADP
fuelectenerg-12766	172	17	a	a	DET
fuelectenerg-12766	172	18	broad	broad	ADJ
fuelectenerg-12766	172	19	range	range	NOUN
fuelectenerg-12766	172	20	of	of	ADP
fuelectenerg-12766	172	21	visual	visual	ADJ
fuelectenerg-12766	172	22	tasks	task	NOUN
fuelectenerg-12766	172	23	,	,	PUNCT
fuelectenerg-12766	172	24	including	include	VERB
fuelectenerg-12766	172	25	recognizing	recognize	VERB
fuelectenerg-12766	172	26	human	human	ADJ
fuelectenerg-12766	172	27	motions	motion	NOUN
fuelectenerg-12766	172	28	in	in	ADP
fuelectenerg-12766	172	29	sports	sport	NOUN
fuelectenerg-12766	172	30	,	,	PUNCT
fuelectenerg-12766	172	31	we	we	PRON
fuelectenerg-12766	172	32	employ	employ	VERB
fuelectenerg-12766	172	33	this	this	DET
fuelectenerg-12766	172	34	pre	pre	ADJ
fuelectenerg-12766	172	35	-	-	ADJ
fuelectenerg-12766	172	36	trained	train	VERB
fuelectenerg-12766	172	37	model	model	NOUN
fuelectenerg-12766	172	38	for	for	ADP
fuelectenerg-12766	172	39	sports	sport	NOUN
fuelectenerg-12766	172	40	video	video	NOUN
fuelectenerg-12766	172	41	classification	classification	NOUN
fuelectenerg-12766	172	42	.	.	PUNCT
fuelectenerg-12766	173	1	(	(	PUNCT
fuelectenerg-12766	173	2	ii	ii	NOUN
fuelectenerg-12766	173	3	)	)	PUNCT
fuelectenerg-12766	173	4	freezing	freeze	VERB
fuelectenerg-12766	173	5	the	the	DET
fuelectenerg-12766	173	6	base	base	ADJ
fuelectenerg-12766	173	7	layers	layer	NOUN
fuelectenerg-12766	173	8	of	of	ADP
fuelectenerg-12766	173	9	resnet50	resnet50	NOUN
fuelectenerg-12766	173	10	basic	basic	ADJ
fuelectenerg-12766	173	11	picture	picture	NOUN
fuelectenerg-12766	173	12	properties	property	NOUN
fuelectenerg-12766	173	13	,	,	PUNCT
fuelectenerg-12766	173	14	such	such	ADJ
fuelectenerg-12766	173	15	as	as	ADP
fuelectenerg-12766	173	16	edges	edge	NOUN
fuelectenerg-12766	173	17	and	and	CCONJ
fuelectenerg-12766	173	18	textures	texture	NOUN
fuelectenerg-12766	173	19	,	,	PUNCT
fuelectenerg-12766	173	20	are	be	AUX
fuelectenerg-12766	173	21	captured	capture	VERB
fuelectenerg-12766	173	22	by	by	ADP
fuelectenerg-12766	173	23	the	the	DET
fuelectenerg-12766	173	24	lowest	low	ADJ
fuelectenerg-12766	173	25	layers	layer	NOUN
fuelectenerg-12766	173	26	of	of	ADP
fuelectenerg-12766	173	27	resnet50	resnet50	NOUN
fuelectenerg-12766	173	28	and	and	CCONJ
fuelectenerg-12766	173	29	are	be	AUX
fuelectenerg-12766	173	30	useful	useful	ADJ
fuelectenerg-12766	173	31	for	for	ADP
fuelectenerg-12766	173	32	various	various	ADJ
fuelectenerg-12766	173	33	tasks	task	NOUN
fuelectenerg-12766	173	34	.	.	PUNCT
fuelectenerg-12766	174	1	the	the	DET
fuelectenerg-12766	174	2	weights	weight	NOUN
fuelectenerg-12766	174	3	of	of	ADP
fuelectenerg-12766	174	4	these	these	DET
fuelectenerg-12766	174	5	layers	layer	NOUN
fuelectenerg-12766	174	6	do	do	AUX
fuelectenerg-12766	174	7	not	not	PART
fuelectenerg-12766	174	8	change	change	VERB
fuelectenerg-12766	174	9	throughout	throughout	ADP
fuelectenerg-12766	174	10	training	training	NOUN
fuelectenerg-12766	174	11	since	since	SCONJ
fuelectenerg-12766	174	12	they	they	PRON
fuelectenerg-12766	174	13	stay	stay	VERB
fuelectenerg-12766	174	14	frozen	frozen	ADJ
fuelectenerg-12766	174	15	.	.	PUNCT
fuelectenerg-12766	175	1	this	this	PRON
fuelectenerg-12766	175	2	guarantees	guarantee	VERB
fuelectenerg-12766	175	3	the	the	DET
fuelectenerg-12766	175	4	preservation	preservation	NOUN
fuelectenerg-12766	175	5	of	of	ADP
fuelectenerg-12766	175	6	the	the	DET
fuelectenerg-12766	175	7	model	model	NOUN
fuelectenerg-12766	175	8	's	's	PART
fuelectenerg-12766	175	9	general	general	ADJ
fuelectenerg-12766	175	10	-	-	PUNCT
fuelectenerg-12766	175	11	purpose	purpose	NOUN
fuelectenerg-12766	175	12	feature	feature	NOUN
fuelectenerg-12766	175	13	extraction	extraction	NOUN
fuelectenerg-12766	175	14	capabilities	capability	NOUN
fuelectenerg-12766	175	15	.	.	PUNCT
fuelectenerg-12766	176	1	when	when	SCONJ
fuelectenerg-12766	176	2	working	work	VERB
fuelectenerg-12766	176	3	with	with	ADP
fuelectenerg-12766	176	4	smaller	small	ADJ
fuelectenerg-12766	176	5	datasets	dataset	NOUN
fuelectenerg-12766	176	6	,	,	PUNCT
fuelectenerg-12766	176	7	freezing	freeze	VERB
fuelectenerg-12766	176	8	layers	layer	NOUN
fuelectenerg-12766	176	9	lowers	lower	VERB
fuelectenerg-12766	176	10	the	the	DET
fuelectenerg-12766	176	11	computational	computational	ADJ
fuelectenerg-12766	176	12	burden	burden	NOUN
fuelectenerg-12766	176	13	and	and	CCONJ
fuelectenerg-12766	176	14	the	the	DET
fuelectenerg-12766	176	15	chance	chance	NOUN
fuelectenerg-12766	176	16	of	of	ADP
fuelectenerg-12766	176	17	overfitting	overfitte	VERB
fuelectenerg-12766	176	18	.	.	PUNCT
fuelectenerg-12766	177	1	(	(	PUNCT
fuelectenerg-12766	177	2	iii	iii	X
fuelectenerg-12766	177	3	)	)	PUNCT
fuelectenerg-12766	177	4	backpropagation	backpropagation	NOUN
fuelectenerg-12766	177	5	:	:	PUNCT
fuelectenerg-12766	177	6	only	only	ADV
fuelectenerg-12766	177	7	the	the	DET
fuelectenerg-12766	177	8	weights	weight	NOUN
fuelectenerg-12766	177	9	of	of	ADP
fuelectenerg-12766	177	10	these	these	DET
fuelectenerg-12766	177	11	recently	recently	ADV
fuelectenerg-12766	177	12	inserted	insert	VERB
fuelectenerg-12766	177	13	layers	layer	NOUN
fuelectenerg-12766	177	14	are	be	AUX
fuelectenerg-12766	177	15	adjusted	adjust	VERB
fuelectenerg-12766	177	16	via	via	ADP
fuelectenerg-12766	177	17	backpropagation	backpropagation	NOUN
fuelectenerg-12766	177	18	during	during	ADP
fuelectenerg-12766	177	19	training	training	NOUN
fuelectenerg-12766	177	20	;	;	PUNCT
fuelectenerg-12766	177	21	the	the	DET
fuelectenerg-12766	177	22	frozen	frozen	ADJ
fuelectenerg-12766	177	23	layers	layer	NOUN
fuelectenerg-12766	177	24	remain	remain	VERB
fuelectenerg-12766	177	25	unaltered	unaltered	ADJ
fuelectenerg-12766	177	26	.	.	PUNCT
fuelectenerg-12766	178	1	here	here	ADV
fuelectenerg-12766	178	2	,	,	PUNCT
fuelectenerg-12766	178	3	it	it	PRON
fuelectenerg-12766	178	4	's	be	AUX
fuelectenerg-12766	178	5	important	important	ADJ
fuelectenerg-12766	178	6	to	to	PART
fuelectenerg-12766	178	7	make	make	VERB
fuelectenerg-12766	178	8	sure	sure	ADJ
fuelectenerg-12766	178	9	the	the	DET
fuelectenerg-12766	178	10	model	model	NOUN
fuelectenerg-12766	178	11	picks	pick	VERB
fuelectenerg-12766	178	12	up	up	ADP
fuelectenerg-12766	178	13	on	on	ADP
fuelectenerg-12766	178	14	mapping	map	VERB
fuelectenerg-12766	178	15	sports	sport	NOUN
fuelectenerg-12766	178	16	-	-	PUNCT
fuelectenerg-12766	178	17	specific	specific	ADJ
fuelectenerg-12766	178	18	attributes	attribute	NOUN
fuelectenerg-12766	178	19	—	—	PUNCT
fuelectenerg-12766	178	20	like	like	ADP
fuelectenerg-12766	178	21	motions	motion	NOUN
fuelectenerg-12766	178	22	or	or	CCONJ
fuelectenerg-12766	178	23	behaviors	behavior	NOUN
fuelectenerg-12766	178	24	common	common	ADJ
fuelectenerg-12766	178	25	to	to	ADP
fuelectenerg-12766	178	26	several	several	ADJ
fuelectenerg-12766	178	27	sports	sport	NOUN
fuelectenerg-12766	178	28	—	—	PUNCT
fuelectenerg-12766	178	29	to	to	ADP
fuelectenerg-12766	178	30	the	the	DET
fuelectenerg-12766	178	31	appropriate	appropriate	ADJ
fuelectenerg-12766	178	32	sport	sport	NOUN
fuelectenerg-12766	178	33	.	.	PUNCT
fuelectenerg-12766	179	1	(	(	PUNCT
fuelectenerg-12766	179	2	iv	iv	X
fuelectenerg-12766	179	3	)	)	PUNCT
fuelectenerg-12766	179	4	parameter	parameter	NOUN
fuelectenerg-12766	179	5	optimization	optimization	NOUN
fuelectenerg-12766	179	6	the	the	DET
fuelectenerg-12766	179	7	learning	learning	NOUN
fuelectenerg-12766	179	8	rate	rate	NOUN
fuelectenerg-12766	179	9	of	of	ADP
fuelectenerg-12766	179	10	the	the	DET
fuelectenerg-12766	179	11	recently	recently	ADV
fuelectenerg-12766	179	12	inserted	insert	VERB
fuelectenerg-12766	179	13	layers	layer	NOUN
fuelectenerg-12766	179	14	is	be	AUX
fuelectenerg-12766	179	15	often	often	ADV
fuelectenerg-12766	179	16	configured	configure	VERB
fuelectenerg-12766	179	17	to	to	PART
fuelectenerg-12766	179	18	be	be	AUX
fuelectenerg-12766	179	19	higher	high	ADJ
fuelectenerg-12766	179	20	than	than	ADP
fuelectenerg-12766	179	21	that	that	PRON
fuelectenerg-12766	179	22	of	of	ADP
fuelectenerg-12766	179	23	the	the	DET
fuelectenerg-12766	179	24	frozen	frozen	ADJ
fuelectenerg-12766	179	25	layers	layer	NOUN
fuelectenerg-12766	179	26	.	.	PUNCT
fuelectenerg-12766	180	1	this	this	PRON
fuelectenerg-12766	180	2	keeps	keep	VERB
fuelectenerg-12766	180	3	the	the	DET
fuelectenerg-12766	180	4	pre	pre	ADJ
fuelectenerg-12766	180	5	-	-	ADJ
fuelectenerg-12766	180	6	trained	train	VERB
fuelectenerg-12766	180	7	weights	weight	NOUN
fuelectenerg-12766	180	8	in	in	ADP
fuelectenerg-12766	180	9	the	the	DET
fuelectenerg-12766	180	10	frozen	frozen	ADJ
fuelectenerg-12766	180	11	layers	layer	NOUN
fuelectenerg-12766	180	12	intact	intact	ADJ
fuelectenerg-12766	180	13	while	while	SCONJ
fuelectenerg-12766	180	14	enabling	enable	VERB
fuelectenerg-12766	180	15	the	the	DET
fuelectenerg-12766	180	16	model	model	NOUN
fuelectenerg-12766	180	17	to	to	PART
fuelectenerg-12766	180	18	modify	modify	VERB
fuelectenerg-12766	180	19	the	the	DET
fuelectenerg-12766	180	20	new	new	ADJ
fuelectenerg-12766	180	21	layers	layer	NOUN
fuelectenerg-12766	180	22	'	'	PART
fuelectenerg-12766	180	23	parameters	parameter	NOUN
fuelectenerg-12766	180	24	efficiently	efficiently	ADV
fuelectenerg-12766	180	25	.	.	PUNCT
fuelectenerg-12766	181	1	certain	certain	ADJ
fuelectenerg-12766	181	2	deeper	deep	ADJ
fuelectenerg-12766	181	3	levels	level	NOUN
fuelectenerg-12766	181	4	of	of	ADP
fuelectenerg-12766	181	5	resnet50	resnet50	NOUN
fuelectenerg-12766	181	6	can	can	AUX
fuelectenerg-12766	181	7	be	be	AUX
fuelectenerg-12766	181	8	gradually	gradually	ADV
fuelectenerg-12766	181	9	unfrozen	unfreeze	VERB
fuelectenerg-12766	181	10	once	once	SCONJ
fuelectenerg-12766	181	11	the	the	DET
fuelectenerg-12766	181	12	new	new	ADJ
fuelectenerg-12766	181	13	layers	layer	NOUN
fuelectenerg-12766	181	14	have	have	AUX
fuelectenerg-12766	181	15	been	be	AUX
fuelectenerg-12766	181	16	trained	train	VERB
fuelectenerg-12766	181	17	,	,	PUNCT
fuelectenerg-12766	181	18	providing	provide	VERB
fuelectenerg-12766	181	19	additional	additional	ADJ
fuelectenerg-12766	181	20	model	model	NOUN
fuelectenerg-12766	181	21	optimization	optimization	NOUN
fuelectenerg-12766	181	22	.	.	PUNCT
fuelectenerg-12766	182	1	this	this	PRON
fuelectenerg-12766	182	2	makes	make	VERB
fuelectenerg-12766	182	3	the	the	DET
fuelectenerg-12766	182	4	model	model	NOUN
fuelectenerg-12766	182	5	more	more	ADV
fuelectenerg-12766	182	6	flexible	flexible	ADJ
fuelectenerg-12766	182	7	and	and	CCONJ
fuelectenerg-12766	182	8	able	able	ADJ
fuelectenerg-12766	182	9	to	to	PART
fuelectenerg-12766	182	10	adjust	adjust	VERB
fuelectenerg-12766	182	11	to	to	ADP
fuelectenerg-12766	182	12	the	the	DET
fuelectenerg-12766	182	13	unique	unique	ADJ
fuelectenerg-12766	182	14	subtleties	subtlety	NOUN
fuelectenerg-12766	182	15	of	of	ADP
fuelectenerg-12766	182	16	categorizing	categorize	VERB
fuelectenerg-12766	182	17	sports	sport	NOUN
fuelectenerg-12766	182	18	videos	video	NOUN
fuelectenerg-12766	182	19	.	.	PUNCT
fuelectenerg-12766	183	1	(	(	PUNCT
fuelectenerg-12766	183	2	v	v	NOUN
fuelectenerg-12766	183	3	)	)	PUNCT
fuelectenerg-12766	183	4	training	train	VERB
fuelectenerg-12766	183	5	the	the	DET
fuelectenerg-12766	183	6	model	model	NOUN
fuelectenerg-12766	183	7	the	the	DET
fuelectenerg-12766	183	8	collection	collection	NOUN
fuelectenerg-12766	183	9	comprises	comprise	VERB
fuelectenerg-12766	183	10	video	video	NOUN
fuelectenerg-12766	183	11	frames	frame	NOUN
fuelectenerg-12766	183	12	,	,	PUNCT
fuelectenerg-12766	183	13	or	or	CCONJ
fuelectenerg-12766	183	14	frame	frame	NOUN
fuelectenerg-12766	183	15	sequences	sequence	NOUN
fuelectenerg-12766	183	16	,	,	PUNCT
fuelectenerg-12766	183	17	from	from	ADP
fuelectenerg-12766	183	18	fourteen	fourteen	NUM
fuelectenerg-12766	183	19	different	different	ADJ
fuelectenerg-12766	183	20	sports	sport	NOUN
fuelectenerg-12766	183	21	,	,	PUNCT
fuelectenerg-12766	183	22	including	include	VERB
fuelectenerg-12766	183	23	cricket	cricket	NOUN
fuelectenerg-12766	183	24	,	,	PUNCT
fuelectenerg-12766	183	25	badminton	badminton	NOUN
fuelectenerg-12766	183	26	,	,	PUNCT
fuelectenerg-12766	183	27	basketball	basketball	NOUN
fuelectenerg-12766	183	28	,	,	PUNCT
fuelectenerg-12766	183	29	boxing	boxing	NOUN
fuelectenerg-12766	183	30	,	,	PUNCT
fuelectenerg-12766	183	31	and	and	CCONJ
fuelectenerg-12766	183	32	more	more	ADJ
fuelectenerg-12766	183	33	.	.	PUNCT
fuelectenerg-12766	184	1	the	the	DET
fuelectenerg-12766	184	2	resnet50	resnet50	NOUN
fuelectenerg-12766	184	3	-	-	PUNCT
fuelectenerg-12766	184	4	based	base	VERB
fuelectenerg-12766	184	5	model	model	NOUN
fuelectenerg-12766	184	6	is	be	AUX
fuelectenerg-12766	184	7	fed	feed	VERB
fuelectenerg-12766	184	8	these	these	DET
fuelectenerg-12766	184	9	preprocessed	preprocesse	VERB
fuelectenerg-12766	184	10	frames	frame	NOUN
fuelectenerg-12766	184	11	to	to	PART
fuelectenerg-12766	184	12	be	be	AUX
fuelectenerg-12766	184	13	classified	classify	VERB
fuelectenerg-12766	184	14	.	.	PUNCT
fuelectenerg-12766	185	1	every	every	DET
fuelectenerg-12766	185	2	video	video	NOUN
fuelectenerg-12766	185	3	has	have	VERB
fuelectenerg-12766	185	4	a	a	DET
fuelectenerg-12766	185	5	label	label	NOUN
fuelectenerg-12766	185	6	indicating	indicate	VERB
fuelectenerg-12766	185	7	the	the	DET
fuelectenerg-12766	185	8	sport	sport	NOUN
fuelectenerg-12766	185	9	it	it	PRON
fuelectenerg-12766	185	10	is	be	AUX
fuelectenerg-12766	185	11	associated	associate	VERB
fuelectenerg-12766	185	12	with	with	ADP
fuelectenerg-12766	185	13	.	.	PUNCT
fuelectenerg-12766	186	1	using	use	VERB
fuelectenerg-12766	186	2	the	the	DET
fuelectenerg-12766	186	3	sports	sport	NOUN
fuelectenerg-12766	186	4	dataset	dataset	NOUN
fuelectenerg-12766	186	5	,	,	PUNCT
fuelectenerg-12766	186	6	the	the	DET
fuelectenerg-12766	186	7	refined	refined	ADJ
fuelectenerg-12766	186	8	model	model	NOUN
fuelectenerg-12766	186	9	is	be	AUX
fuelectenerg-12766	186	10	trained	train	VERB
fuelectenerg-12766	186	11	.	.	PUNCT
fuelectenerg-12766	187	1	throughout	throughout	ADP
fuelectenerg-12766	187	2	the	the	DET
fuelectenerg-12766	187	3	training	training	NOUN
fuelectenerg-12766	187	4	process	process	NOUN
fuelectenerg-12766	187	5	,	,	PUNCT
fuelectenerg-12766	187	6	the	the	DET
fuelectenerg-12766	187	7	model	model	NOUN
fuelectenerg-12766	187	8	gains	gain	VERB
fuelectenerg-12766	187	9	the	the	DET
fuelectenerg-12766	187	10	ability	ability	NOUN
fuelectenerg-12766	187	11	to	to	PART
fuelectenerg-12766	187	12	link	link	VERB
fuelectenerg-12766	187	13	specific	specific	ADJ
fuelectenerg-12766	187	14	visual	visual	ADJ
fuelectenerg-12766	187	15	patterns	pattern	NOUN
fuelectenerg-12766	187	16	,	,	PUNCT
fuelectenerg-12766	187	17	motions	motion	NOUN
fuelectenerg-12766	187	18	,	,	PUNCT
fuelectenerg-12766	187	19	and	and	CCONJ
fuelectenerg-12766	187	20	situations	situation	NOUN
fuelectenerg-12766	187	21	to	to	ADP
fuelectenerg-12766	187	22	the	the	DET
fuelectenerg-12766	187	23	corresponding	corresponding	ADJ
fuelectenerg-12766	187	24	sports	sport	NOUN
fuelectenerg-12766	187	25	categories	category	NOUN
fuelectenerg-12766	187	26	.	.	PUNCT
fuelectenerg-12766	188	1	a	a	DET
fuelectenerg-12766	188	2	validation	validation	NOUN
fuelectenerg-12766	188	3	set	set	NOUN
fuelectenerg-12766	188	4	is	be	AUX
fuelectenerg-12766	188	5	employed	employ	VERB
fuelectenerg-12766	188	6	to	to	PART
fuelectenerg-12766	188	7	keep	keep	VERB
fuelectenerg-12766	188	8	an	an	DET
fuelectenerg-12766	188	9	eye	eye	NOUN
fuelectenerg-12766	188	10	on	on	ADP
fuelectenerg-12766	188	11	the	the	DET
fuelectenerg-12766	188	12	model	model	NOUN
fuelectenerg-12766	188	13	's	's	PART
fuelectenerg-12766	188	14	performance	performance	NOUN
fuelectenerg-12766	188	15	and	and	CCONJ
fuelectenerg-12766	188	16	adjust	adjust	VERB
fuelectenerg-12766	188	17	hyperparameters	hyperparameter	NOUN
fuelectenerg-12766	188	18	(	(	PUNCT
fuelectenerg-12766	188	19	such	such	ADJ
fuelectenerg-12766	188	20	as	as	ADP
fuelectenerg-12766	188	21	batch	batch	NOUN
fuelectenerg-12766	188	22	size	size	NOUN
fuelectenerg-12766	188	23	and	and	CCONJ
fuelectenerg-12766	188	24	learning	learning	NOUN
fuelectenerg-12766	188	25	rate	rate	NOUN
fuelectenerg-12766	188	26	)	)	PUNCT
fuelectenerg-12766	188	27	to	to	PART
fuelectenerg-12766	188	28	avoid	avoid	VERB
fuelectenerg-12766	188	29	overfitting	overfitte	VERB
fuelectenerg-12766	188	30	.	.	PUNCT
fuelectenerg-12766	189	1	(	(	PUNCT
fuelectenerg-12766	189	2	vi	vi	NOUN
fuelectenerg-12766	189	3	)	)	PUNCT
fuelectenerg-12766	189	4	performance	performance	NOUN
fuelectenerg-12766	189	5	evaluation	evaluation	NOUN
fuelectenerg-12766	189	6	the	the	DET
fuelectenerg-12766	189	7	model	model	NOUN
fuelectenerg-12766	189	8	is	be	AUX
fuelectenerg-12766	189	9	assessed	assess	VERB
fuelectenerg-12766	189	10	using	use	VERB
fuelectenerg-12766	189	11	an	an	DET
fuelectenerg-12766	189	12	independent	independent	ADJ
fuelectenerg-12766	189	13	test	test	NOUN
fuelectenerg-12766	189	14	set	set	NOUN
fuelectenerg-12766	189	15	of	of	ADP
fuelectenerg-12766	189	16	sports	sport	NOUN
fuelectenerg-12766	189	17	videos	video	NOUN
fuelectenerg-12766	189	18	after	after	ADP
fuelectenerg-12766	189	19	training	training	NOUN
fuelectenerg-12766	189	20	.	.	PUNCT
fuelectenerg-12766	190	1	the	the	DET
fuelectenerg-12766	190	2	accuracy	accuracy	NOUN
fuelectenerg-12766	190	3	of	of	ADP
fuelectenerg-12766	190	4	the	the	DET
fuelectenerg-12766	190	5	classifier	classifier	NOUN
fuelectenerg-12766	190	6	is	be	AUX
fuelectenerg-12766	190	7	measured	measure	VERB
fuelectenerg-12766	190	8	;	;	PUNCT
fuelectenerg-12766	190	9	in	in	ADP
fuelectenerg-12766	190	10	this	this	DET
fuelectenerg-12766	190	11	instance	instance	NOUN
fuelectenerg-12766	190	12	,	,	PUNCT
fuelectenerg-12766	190	13	it	it	PRON
fuelectenerg-12766	190	14	is	be	AUX
fuelectenerg-12766	190	15	91.73	91.73	NUM
fuelectenerg-12766	190	16	%	%	NOUN
fuelectenerg-12766	190	17	,	,	PUNCT
fuelectenerg-12766	190	18	meaning	mean	VERB
fuelectenerg-12766	190	19	that	that	SCONJ
fuelectenerg-12766	190	20	the	the	DET
fuelectenerg-12766	190	21	model	model	NOUN
fuelectenerg-12766	190	22	mostly	mostly	ADV
fuelectenerg-12766	190	23	properly	properly	ADV
fuelectenerg-12766	190	24	identifies	identify	VERB
fuelectenerg-12766	190	25	sports	sport	NOUN
fuelectenerg-12766	190	26	footage	footage	NOUN
fuelectenerg-12766	190	27	.	.	PUNCT
fuelectenerg-12766	191	1	4.3	4.3	NUM
fuelectenerg-12766	191	2	.	.	PUNCT
fuelectenerg-12766	192	1	block	block	NOUN
fuelectenerg-12766	192	2	diagram	diagram	NOUN
fuelectenerg-12766	192	3	of	of	ADP
fuelectenerg-12766	192	4	methodology	methodology	NOUN
fuelectenerg-12766	192	5	the	the	DET
fuelectenerg-12766	192	6	proposed	propose	VERB
fuelectenerg-12766	192	7	methodology	methodology	NOUN
fuelectenerg-12766	192	8	is	be	AUX
fuelectenerg-12766	192	9	shown	show	VERB
fuelectenerg-12766	192	10	in	in	ADP
fuelectenerg-12766	192	11	fig	fig	NOUN
fuelectenerg-12766	192	12	.	.	PUNCT
fuelectenerg-12766	193	1	8	8	X
fuelectenerg-12766	193	2	.	.	PUNCT
fuelectenerg-12766	194	1	this	this	DET
fuelectenerg-12766	194	2	block	block	NOUN
fuelectenerg-12766	194	3	diagram	diagram	NOUN
fuelectenerg-12766	194	4	shows	show	VERB
fuelectenerg-12766	194	5	how	how	SCONJ
fuelectenerg-12766	194	6	the	the	DET
fuelectenerg-12766	194	7	proposed	propose	VERB
fuelectenerg-12766	194	8	solution	solution	NOUN
fuelectenerg-12766	194	9	will	will	AUX
fuelectenerg-12766	194	10	be	be	AUX
fuelectenerg-12766	194	11	implemented	implement	VERB
fuelectenerg-12766	194	12	for	for	ADP
fuelectenerg-12766	194	13	sports	sport	NOUN
fuelectenerg-12766	194	14	video	video	NOUN
fuelectenerg-12766	194	15	classification	classification	NOUN
fuelectenerg-12766	194	16	.	.	PUNCT
fuelectenerg-12766	195	1	first	first	ADV
fuelectenerg-12766	195	2	,	,	PUNCT
fuelectenerg-12766	195	3	the	the	DET
fuelectenerg-12766	195	4	images	image	NOUN
fuelectenerg-12766	195	5	are	be	AUX
fuelectenerg-12766	195	6	resized	resize	VERB
fuelectenerg-12766	195	7	into	into	ADP
fuelectenerg-12766	195	8	(	(	PUNCT
fuelectenerg-12766	195	9	224	224	NUM
fuelectenerg-12766	195	10	×	×	NOUN
fuelectenerg-12766	195	11	244	244	NUM
fuelectenerg-12766	195	12	)	)	PUNCT
fuelectenerg-12766	195	13	shapes	shape	NOUN
fuelectenerg-12766	195	14	,	,	PUNCT
fuelectenerg-12766	195	15	and	and	CCONJ
fuelectenerg-12766	195	16	the	the	DET
fuelectenerg-12766	195	17	resize	resize	NOUN
fuelectenerg-12766	195	18	(	(	PUNCT
fuelectenerg-12766	195	19	)	)	PUNCT
fuelectenerg-12766	195	20	function	function	NOUN
fuelectenerg-12766	195	21	from	from	ADP
fuelectenerg-12766	195	22	computer	computer	NOUN
fuelectenerg-12766	195	23	vision	vision	NOUN
fuelectenerg-12766	195	24	(	(	PUNCT
fuelectenerg-12766	195	25	cv	cv	PROPN
fuelectenerg-12766	195	26	)	)	PUNCT
fuelectenerg-12766	195	27	48	48	NUM
fuelectenerg-12766	195	28	p.	p.	PROPN
fuelectenerg-12766	195	29	ranjan	ranjan	PROPN
fuelectenerg-12766	195	30	,	,	PUNCT
fuelectenerg-12766	195	31	j.	j.	PROPN
fuelectenerg-12766	195	32	k.	k.	PROPN
fuelectenerg-12766	195	33	rai	rai	PROPN
fuelectenerg-12766	195	34	,	,	PUNCT
fuelectenerg-12766	195	35	v.	v.	ADP
fuelectenerg-12766	195	36	singh	singh	PROPN
fuelectenerg-12766	195	37	,	,	PUNCT
fuelectenerg-12766	195	38	a.	a.	NOUN
fuelectenerg-12766	195	39	sharma	sharma	PROPN
fuelectenerg-12766	195	40	,	,	PUNCT
fuelectenerg-12766	195	41	s.	s.	PROPN
fuelectenerg-12766	195	42	kumar	kumar	PROPN
fuelectenerg-12766	195	43	is	be	AUX
fuelectenerg-12766	195	44	used	use	VERB
fuelectenerg-12766	195	45	for	for	ADP
fuelectenerg-12766	195	46	resizing	resize	VERB
fuelectenerg-12766	195	47	the	the	DET
fuelectenerg-12766	195	48	images	image	NOUN
fuelectenerg-12766	195	49	.	.	PUNCT
fuelectenerg-12766	196	1	these	these	DET
fuelectenerg-12766	196	2	images	image	NOUN
fuelectenerg-12766	196	3	are	be	AUX
fuelectenerg-12766	196	4	converted	convert	VERB
fuelectenerg-12766	196	5	into	into	ADP
fuelectenerg-12766	196	6	a	a	DET
fuelectenerg-12766	196	7	feature	feature	NOUN
fuelectenerg-12766	196	8	matrix	matrix	NOUN
fuelectenerg-12766	196	9	.	.	PUNCT
fuelectenerg-12766	197	1	the	the	DET
fuelectenerg-12766	197	2	size	size	NOUN
fuelectenerg-12766	197	3	of	of	ADP
fuelectenerg-12766	197	4	the	the	DET
fuelectenerg-12766	197	5	feature	feature	NOUN
fuelectenerg-12766	197	6	matrix	matrix	NOUN
fuelectenerg-12766	197	7	is	be	AUX
fuelectenerg-12766	197	8	(	(	PUNCT
fuelectenerg-12766	197	9	224×224×3	224×224×3	NUM
fuelectenerg-12766	197	10	)	)	PUNCT
fuelectenerg-12766	197	11	.	.	PUNCT
fuelectenerg-12766	198	1	now	now	ADV
fuelectenerg-12766	198	2	,	,	PUNCT
fuelectenerg-12766	198	3	the	the	DET
fuelectenerg-12766	198	4	pre	pre	ADJ
fuelectenerg-12766	198	5	-	-	ADJ
fuelectenerg-12766	198	6	trained	train	VERB
fuelectenerg-12766	198	7	resnet50	resnet50	NOUN
fuelectenerg-12766	198	8	model	model	NOUN
fuelectenerg-12766	198	9	has	have	AUX
fuelectenerg-12766	198	10	been	be	AUX
fuelectenerg-12766	198	11	loaded	load	VERB
fuelectenerg-12766	198	12	as	as	ADP
fuelectenerg-12766	198	13	a	a	DET
fuelectenerg-12766	198	14	base	base	NOUN
fuelectenerg-12766	198	15	model	model	NOUN
fuelectenerg-12766	198	16	,	,	PUNCT
fuelectenerg-12766	198	17	and	and	CCONJ
fuelectenerg-12766	198	18	then	then	ADV
fuelectenerg-12766	198	19	the	the	DET
fuelectenerg-12766	198	20	head	head	NOUN
fuelectenerg-12766	198	21	of	of	ADP
fuelectenerg-12766	198	22	the	the	DET
fuelectenerg-12766	198	23	model	model	NOUN
fuelectenerg-12766	198	24	has	have	AUX
fuelectenerg-12766	198	25	been	be	AUX
fuelectenerg-12766	198	26	constructed	construct	VERB
fuelectenerg-12766	198	27	and	and	CCONJ
fuelectenerg-12766	198	28	will	will	AUX
fuelectenerg-12766	198	29	be	be	AUX
fuelectenerg-12766	198	30	put	put	VERB
fuelectenerg-12766	198	31	on	on	ADP
fuelectenerg-12766	198	32	top	top	NOUN
fuelectenerg-12766	198	33	of	of	ADP
fuelectenerg-12766	198	34	the	the	DET
fuelectenerg-12766	198	35	model	model	NOUN
fuelectenerg-12766	198	36	.	.	PUNCT
fuelectenerg-12766	199	1	the	the	DET
fuelectenerg-12766	199	2	head	head	NOUN
fuelectenerg-12766	199	3	consists	consist	VERB
fuelectenerg-12766	199	4	of	of	ADP
fuelectenerg-12766	199	5	the	the	DET
fuelectenerg-12766	199	6	following	follow	VERB
fuelectenerg-12766	199	7	layers	layer	NOUN
fuelectenerg-12766	199	8	:	:	PUNCT
fuelectenerg-12766	199	9	average	average	ADJ
fuelectenerg-12766	199	10	pooling	pooling	NOUN
fuelectenerg-12766	199	11	,	,	PUNCT
fuelectenerg-12766	199	12	flattening	flattening	NOUN
fuelectenerg-12766	199	13	,	,	PUNCT
fuelectenerg-12766	199	14	dropout	dropout	NOUN
fuelectenerg-12766	199	15	,	,	PUNCT
fuelectenerg-12766	199	16	and	and	CCONJ
fuelectenerg-12766	199	17	dense	dense	ADJ
fuelectenerg-12766	199	18	.	.	PUNCT
fuelectenerg-12766	200	1	the	the	DET
fuelectenerg-12766	200	2	base	base	NOUN
fuelectenerg-12766	200	3	model	model	NOUN
fuelectenerg-12766	200	4	has	have	AUX
fuelectenerg-12766	200	5	been	be	AUX
fuelectenerg-12766	200	6	frozen	freeze	VERB
fuelectenerg-12766	200	7	,	,	PUNCT
fuelectenerg-12766	200	8	so	so	SCONJ
fuelectenerg-12766	200	9	it	it	PRON
fuelectenerg-12766	200	10	will	will	AUX
fuelectenerg-12766	200	11	not	not	PART
fuelectenerg-12766	200	12	be	be	AUX
fuelectenerg-12766	200	13	trained	train	VERB
fuelectenerg-12766	200	14	during	during	ADP
fuelectenerg-12766	200	15	backpropagation	backpropagation	NOUN
fuelectenerg-12766	200	16	.	.	PUNCT
fuelectenerg-12766	201	1	now	now	ADV
fuelectenerg-12766	201	2	,	,	PUNCT
fuelectenerg-12766	201	3	the	the	DET
fuelectenerg-12766	201	4	feature	feature	NOUN
fuelectenerg-12766	201	5	matrix	matrix	NOUN
fuelectenerg-12766	201	6	is	be	AUX
fuelectenerg-12766	201	7	fed	feed	VERB
fuelectenerg-12766	201	8	to	to	ADP
fuelectenerg-12766	201	9	the	the	DET
fuelectenerg-12766	201	10	model	model	NOUN
fuelectenerg-12766	201	11	.	.	PUNCT
fuelectenerg-12766	202	1	the	the	DET
fuelectenerg-12766	202	2	model	model	NOUN
fuelectenerg-12766	202	3	will	will	AUX
fuelectenerg-12766	202	4	be	be	AUX
fuelectenerg-12766	202	5	trained	train	VERB
fuelectenerg-12766	202	6	by	by	ADP
fuelectenerg-12766	202	7	learning	learn	VERB
fuelectenerg-12766	202	8	from	from	ADP
fuelectenerg-12766	202	9	the	the	DET
fuelectenerg-12766	202	10	feature	feature	NOUN
fuelectenerg-12766	202	11	.	.	PUNCT
fuelectenerg-12766	203	1	after	after	ADP
fuelectenerg-12766	203	2	training	train	VERB
fuelectenerg-12766	203	3	the	the	DET
fuelectenerg-12766	203	4	model	model	NOUN
fuelectenerg-12766	203	5	,	,	PUNCT
fuelectenerg-12766	203	6	the	the	DET
fuelectenerg-12766	203	7	trained	train	VERB
fuelectenerg-12766	203	8	model	model	NOUN
fuelectenerg-12766	203	9	is	be	AUX
fuelectenerg-12766	203	10	dumped	dump	VERB
fuelectenerg-12766	203	11	into	into	ADP
fuelectenerg-12766	203	12	the	the	DET
fuelectenerg-12766	203	13	drive	drive	NOUN
fuelectenerg-12766	203	14	.	.	PUNCT
fuelectenerg-12766	204	1	while	while	SCONJ
fuelectenerg-12766	204	2	training	train	VERB
fuelectenerg-12766	204	3	the	the	DET
fuelectenerg-12766	204	4	model	model	NOUN
fuelectenerg-12766	204	5	,	,	PUNCT
fuelectenerg-12766	204	6	the	the	DET
fuelectenerg-12766	204	7	reducelr	reducelr	NOUN
fuelectenerg-12766	204	8	on	on	ADP
fuelectenerg-12766	204	9	plateau	plateau	NOUN
fuelectenerg-12766	204	10	(	(	PUNCT
fuelectenerg-12766	204	11	)	)	PUNCT
fuelectenerg-12766	204	12	function	function	NOUN
fuelectenerg-12766	204	13	is	be	AUX
fuelectenerg-12766	204	14	used	use	VERB
fuelectenerg-12766	204	15	to	to	PART
fuelectenerg-12766	204	16	handle	handle	VERB
fuelectenerg-12766	204	17	when	when	SCONJ
fuelectenerg-12766	204	18	the	the	DET
fuelectenerg-12766	204	19	model	model	NOUN
fuelectenerg-12766	204	20	gets	get	VERB
fuelectenerg-12766	204	21	stuck	stuck	ADJ
fuelectenerg-12766	204	22	on	on	ADP
fuelectenerg-12766	204	23	local	local	ADJ
fuelectenerg-12766	204	24	minima	minima	PROPN
fuelectenerg-12766	204	25	.	.	PUNCT
fuelectenerg-12766	205	1	sgd	sgd	PROPN
fuelectenerg-12766	205	2	(	(	PUNCT
fuelectenerg-12766	205	3	stochastic	stochastic	ADJ
fuelectenerg-12766	205	4	gradient	gradient	ADJ
fuelectenerg-12766	205	5	descent	descent	NOUN
fuelectenerg-12766	205	6	)	)	PUNCT
fuelectenerg-12766	205	7	function	function	NOUN
fuelectenerg-12766	205	8	is	be	AUX
fuelectenerg-12766	205	9	used	use	VERB
fuelectenerg-12766	205	10	as	as	ADP
fuelectenerg-12766	205	11	an	an	DET
fuelectenerg-12766	205	12	optimization	optimization	NOUN
fuelectenerg-12766	205	13	function	function	NOUN
fuelectenerg-12766	205	14	with	with	ADP
fuelectenerg-12766	205	15	various	various	ADJ
fuelectenerg-12766	205	16	learning	learning	NOUN
fuelectenerg-12766	205	17	rates	rate	NOUN
fuelectenerg-12766	205	18	and	and	CCONJ
fuelectenerg-12766	205	19	decay	decay	NOUN
fuelectenerg-12766	205	20	rates	rate	NOUN
fuelectenerg-12766	205	21	to	to	PART
fuelectenerg-12766	205	22	get	get	VERB
fuelectenerg-12766	205	23	a	a	DET
fuelectenerg-12766	205	24	decent	decent	ADJ
fuelectenerg-12766	205	25	performance	performance	NOUN
fuelectenerg-12766	205	26	.	.	PUNCT
fuelectenerg-12766	206	1	5	5	X
fuelectenerg-12766	206	2	.	.	X
fuelectenerg-12766	206	3	results	result	NOUN
fuelectenerg-12766	206	4	and	and	CCONJ
fuelectenerg-12766	206	5	discussion	discussion	NOUN
fuelectenerg-12766	206	6	in	in	ADP
fuelectenerg-12766	206	7	this	this	DET
fuelectenerg-12766	206	8	section	section	NOUN
fuelectenerg-12766	206	9	,	,	PUNCT
fuelectenerg-12766	206	10	the	the	DET
fuelectenerg-12766	206	11	model	model	NOUN
fuelectenerg-12766	206	12	will	will	AUX
fuelectenerg-12766	206	13	be	be	AUX
fuelectenerg-12766	206	14	trained	train	VERB
fuelectenerg-12766	206	15	.	.	PUNCT
fuelectenerg-12766	207	1	for	for	ADP
fuelectenerg-12766	207	2	training	train	VERB
fuelectenerg-12766	207	3	the	the	DET
fuelectenerg-12766	207	4	model	model	NOUN
fuelectenerg-12766	207	5	,	,	PUNCT
fuelectenerg-12766	207	6	google	google	PROPN
fuelectenerg-12766	207	7	colab	colab	PROPN
fuelectenerg-12766	207	8	,	,	PUNCT
fuelectenerg-12766	207	9	a	a	DET
fuelectenerg-12766	207	10	free	free	ADJ
fuelectenerg-12766	207	11	cloud	cloud	NOUN
fuelectenerg-12766	207	12	service	service	NOUN
fuelectenerg-12766	207	13	that	that	PRON
fuelectenerg-12766	207	14	provides	provide	VERB
fuelectenerg-12766	207	15	12	12	NUM
fuelectenerg-12766	207	16	gb	gb	NOUN
fuelectenerg-12766	207	17	ram	ram	NOUN
fuelectenerg-12766	207	18	,	,	PUNCT
fuelectenerg-12766	207	19	108	108	NUM
fuelectenerg-12766	207	20	gb	gb	NOUN
fuelectenerg-12766	207	21	storage	storage	NOUN
fuelectenerg-12766	207	22	,	,	PUNCT
fuelectenerg-12766	207	23	and	and	CCONJ
fuelectenerg-12766	207	24	12	12	NUM
fuelectenerg-12766	207	25	gb	gb	NOUN
fuelectenerg-12766	207	26	nvidia	nvidia	PROPN
fuelectenerg-12766	207	27	tesla	tesla	PROPN
fuelectenerg-12766	207	28	k80	k80	PROPN
fuelectenerg-12766	207	29	gpu	gpu	PROPN
fuelectenerg-12766	207	30	that	that	PRON
fuelectenerg-12766	207	31	can	can	AUX
fuelectenerg-12766	207	32	be	be	AUX
fuelectenerg-12766	207	33	used	use	VERB
fuelectenerg-12766	207	34	continuously	continuously	ADV
fuelectenerg-12766	207	35	for	for	ADP
fuelectenerg-12766	207	36	up	up	ADP
fuelectenerg-12766	207	37	to	to	PART
fuelectenerg-12766	207	38	12	12	NUM
fuelectenerg-12766	207	39	hours	hour	NOUN
fuelectenerg-12766	207	40	,	,	PUNCT
fuelectenerg-12766	207	41	has	have	AUX
fuelectenerg-12766	207	42	been	be	AUX
fuelectenerg-12766	207	43	used	use	VERB
fuelectenerg-12766	207	44	.	.	PUNCT
fuelectenerg-12766	208	1	confusion	confusion	NOUN
fuelectenerg-12766	208	2	matrix	matrix	NOUN
fuelectenerg-12766	208	3	,	,	PUNCT
fuelectenerg-12766	208	4	precision	precision	NOUN
fuelectenerg-12766	208	5	-	-	PUNCT
fuelectenerg-12766	208	6	recall	recall	NOUN
fuelectenerg-12766	208	7	,	,	PUNCT
fuelectenerg-12766	208	8	and	and	CCONJ
fuelectenerg-12766	208	9	f1	f1	NOUN
fuelectenerg-12766	208	10	score	score	NOUN
fuelectenerg-12766	208	11	are	be	AUX
fuelectenerg-12766	208	12	used	use	VERB
fuelectenerg-12766	208	13	as	as	ADP
fuelectenerg-12766	208	14	performance	performance	NOUN
fuelectenerg-12766	208	15	metrics	metric	NOUN
fuelectenerg-12766	208	16	.	.	PUNCT
fuelectenerg-12766	209	1	during	during	ADP
fuelectenerg-12766	209	2	the	the	DET
fuelectenerg-12766	209	3	model	model	NOUN
fuelectenerg-12766	209	4	's	's	PART
fuelectenerg-12766	209	5	training	training	NOUN
fuelectenerg-12766	209	6	,	,	PUNCT
fuelectenerg-12766	209	7	many	many	ADJ
fuelectenerg-12766	209	8	experiments	experiment	NOUN
fuelectenerg-12766	209	9	were	be	AUX
fuelectenerg-12766	209	10	conducted	conduct	VERB
fuelectenerg-12766	209	11	with	with	ADP
fuelectenerg-12766	209	12	the	the	DET
fuelectenerg-12766	209	13	different	different	ADJ
fuelectenerg-12766	209	14	values	value	NOUN
fuelectenerg-12766	209	15	of	of	ADP
fuelectenerg-12766	209	16	hyperparameters	hyperparameter	NOUN
fuelectenerg-12766	209	17	.	.	PUNCT
fuelectenerg-12766	210	1	the	the	DET
fuelectenerg-12766	210	2	best	good	ADJ
fuelectenerg-12766	210	3	result	result	NOUN
fuelectenerg-12766	210	4	is	be	AUX
fuelectenerg-12766	210	5	obtained	obtain	VERB
fuelectenerg-12766	210	6	from	from	ADP
fuelectenerg-12766	210	7	all	all	DET
fuelectenerg-12766	210	8	the	the	DET
fuelectenerg-12766	210	9	experiments	experiment	NOUN
fuelectenerg-12766	210	10	using	use	VERB
fuelectenerg-12766	210	11	the	the	DET
fuelectenerg-12766	210	12	hyperparameters	hyperparameter	NOUN
fuelectenerg-12766	210	13	listed	list	VERB
fuelectenerg-12766	210	14	in	in	ADP
fuelectenerg-12766	210	15	table	table	NOUN
fuelectenerg-12766	210	16	1	1	NUM
fuelectenerg-12766	210	17	.	.	PUNCT
fuelectenerg-12766	211	1	the	the	DET
fuelectenerg-12766	211	2	dataset	dataset	NOUN
fuelectenerg-12766	211	3	is	be	AUX
fuelectenerg-12766	211	4	split	split	VERB
fuelectenerg-12766	211	5	into	into	ADP
fuelectenerg-12766	211	6	an	an	DET
fuelectenerg-12766	211	7	80:20	80:20	NUM
fuelectenerg-12766	211	8	ratio	ratio	NOUN
fuelectenerg-12766	211	9	;	;	PUNCT
fuelectenerg-12766	211	10	80	80	NUM
fuelectenerg-12766	211	11	%	%	NOUN
fuelectenerg-12766	211	12	of	of	ADP
fuelectenerg-12766	211	13	the	the	DET
fuelectenerg-12766	211	14	data	datum	NOUN
fuelectenerg-12766	211	15	is	be	AUX
fuelectenerg-12766	211	16	used	use	VERB
fuelectenerg-12766	211	17	as	as	ADP
fuelectenerg-12766	211	18	a	a	DET
fuelectenerg-12766	211	19	training	training	NOUN
fuelectenerg-12766	211	20	set	set	NOUN
fuelectenerg-12766	211	21	,	,	PUNCT
fuelectenerg-12766	211	22	and	and	CCONJ
fuelectenerg-12766	211	23	20	20	NUM
fuelectenerg-12766	211	24	%	%	NOUN
fuelectenerg-12766	211	25	as	as	ADP
fuelectenerg-12766	211	26	a	a	DET
fuelectenerg-12766	211	27	validation	validation	NOUN
fuelectenerg-12766	211	28	set	set	NOUN
fuelectenerg-12766	211	29	.	.	PUNCT
fuelectenerg-12766	212	1	the	the	DET
fuelectenerg-12766	212	2	model	model	NOUN
fuelectenerg-12766	212	3	has	have	AUX
fuelectenerg-12766	212	4	been	be	AUX
fuelectenerg-12766	212	5	trained	train	VERB
fuelectenerg-12766	212	6	for	for	ADP
fuelectenerg-12766	212	7	100	100	NUM
fuelectenerg-12766	212	8	epochs	epoch	NOUN
fuelectenerg-12766	212	9	.	.	PUNCT
fuelectenerg-12766	213	1	the	the	DET
fuelectenerg-12766	213	2	history	history	NOUN
fuelectenerg-12766	213	3	of	of	ADP
fuelectenerg-12766	213	4	how	how	SCONJ
fuelectenerg-12766	213	5	the	the	DET
fuelectenerg-12766	213	6	training	training	NOUN
fuelectenerg-12766	213	7	accuracy	accuracy	NOUN
fuelectenerg-12766	213	8	and	and	CCONJ
fuelectenerg-12766	213	9	validation	validation	NOUN
fuelectenerg-12766	213	10	accuracy	accuracy	NOUN
fuelectenerg-12766	213	11	vary	vary	VERB
fuelectenerg-12766	213	12	concerning	concern	VERB
fuelectenerg-12766	213	13	epoch	epoch	NOUN
fuelectenerg-12766	213	14	number	number	NOUN
fuelectenerg-12766	213	15	and	and	CCONJ
fuelectenerg-12766	213	16	how	how	SCONJ
fuelectenerg-12766	213	17	the	the	DET
fuelectenerg-12766	213	18	loss	loss	NOUN
fuelectenerg-12766	213	19	varies	vary	VERB
fuelectenerg-12766	213	20	are	be	AUX
fuelectenerg-12766	213	21	shown	show	VERB
fuelectenerg-12766	213	22	in	in	ADP
fuelectenerg-12766	213	23	fig	fig	NOUN
fuelectenerg-12766	213	24	.	.	PUNCT
fuelectenerg-12766	214	1	9	9	NUM
fuelectenerg-12766	214	2	.	.	X
fuelectenerg-12766	214	3	5.1	5.1	NUM
fuelectenerg-12766	214	4	.	.	PUNCT
fuelectenerg-12766	214	5	evaluation	evaluation	NOUN
fuelectenerg-12766	214	6	parameter	parameter	NOUN
fuelectenerg-12766	214	7	precision	precision	NOUN
fuelectenerg-12766	214	8	,	,	PUNCT
fuelectenerg-12766	214	9	recall	recall	NOUN
fuelectenerg-12766	214	10	,	,	PUNCT
fuelectenerg-12766	214	11	and	and	CCONJ
fuelectenerg-12766	214	12	f1	f1	NOUN
fuelectenerg-12766	214	13	-	-	PUNCT
fuelectenerg-12766	214	14	score	score	NOUN
fuelectenerg-12766	214	15	are	be	AUX
fuelectenerg-12766	214	16	good	good	ADJ
fuelectenerg-12766	214	17	metrics	metric	NOUN
fuelectenerg-12766	214	18	for	for	ADP
fuelectenerg-12766	214	19	measuring	measure	VERB
fuelectenerg-12766	214	20	the	the	DET
fuelectenerg-12766	214	21	performance	performance	NOUN
fuelectenerg-12766	214	22	of	of	ADP
fuelectenerg-12766	214	23	a	a	DET
fuelectenerg-12766	214	24	classification	classification	NOUN
fuelectenerg-12766	214	25	model	model	NOUN
fuelectenerg-12766	214	26	and	and	CCONJ
fuelectenerg-12766	214	27	are	be	AUX
fuelectenerg-12766	214	28	listed	list	VERB
fuelectenerg-12766	214	29	in	in	ADP
fuelectenerg-12766	214	30	table	table	NOUN
fuelectenerg-12766	214	31	2	2	NUM
fuelectenerg-12766	214	32	.	.	PUNCT
fuelectenerg-12766	215	1	the	the	DET
fuelectenerg-12766	215	2	classifier	classifier	NOUN
fuelectenerg-12766	215	3	is	be	AUX
fuelectenerg-12766	215	4	trained	train	VERB
fuelectenerg-12766	215	5	for	for	ADP
fuelectenerg-12766	215	6	14	14	NUM
fuelectenerg-12766	215	7	popular	popular	ADJ
fuelectenerg-12766	215	8	sports	sport	NOUN
fuelectenerg-12766	215	9	types	type	NOUN
fuelectenerg-12766	215	10	in	in	ADP
fuelectenerg-12766	215	11	india	india	PROPN
fuelectenerg-12766	215	12	.	.	PUNCT
fuelectenerg-12766	216	1	a	a	DET
fuelectenerg-12766	216	2	confusion	confusion	NOUN
fuelectenerg-12766	216	3	matrix	matrix	NOUN
fuelectenerg-12766	216	4	is	be	AUX
fuelectenerg-12766	216	5	to	to	PART
fuelectenerg-12766	216	6	describe	describe	VERB
fuelectenerg-12766	216	7	the	the	DET
fuelectenerg-12766	216	8	prediction	prediction	NOUN
fuelectenerg-12766	216	9	summary	summary	NOUN
fuelectenerg-12766	216	10	of	of	ADP
fuelectenerg-12766	216	11	a	a	DET
fuelectenerg-12766	216	12	classification	classification	NOUN
fuelectenerg-12766	216	13	model	model	NOUN
fuelectenerg-12766	216	14	.	.	PUNCT
fuelectenerg-12766	217	1	the	the	DET
fuelectenerg-12766	217	2	obtained	obtain	VERB
fuelectenerg-12766	217	3	confusion	confusion	NOUN
fuelectenerg-12766	217	4	matrix	matrix	NOUN
fuelectenerg-12766	217	5	is	be	AUX
fuelectenerg-12766	217	6	shown	show	VERB
fuelectenerg-12766	217	7	in	in	ADP
fuelectenerg-12766	217	8	fig	fig	NOUN
fuelectenerg-12766	217	9	.	.	PUNCT
fuelectenerg-12766	218	1	10	10	NUM
fuelectenerg-12766	218	2	.	.	X
fuelectenerg-12766	218	3	precision	precision	NOUN
fuelectenerg-12766	218	4	,	,	PUNCT
fuelectenerg-12766	218	5	recall	recall	NOUN
fuelectenerg-12766	218	6	,	,	PUNCT
fuelectenerg-12766	218	7	and	and	CCONJ
fuelectenerg-12766	218	8	f1	f1	NOUN
fuelectenerg-12766	218	9	-	-	PUNCT
fuelectenerg-12766	218	10	score	score	NOUN
fuelectenerg-12766	218	11	are	be	AUX
fuelectenerg-12766	218	12	calculated	calculate	VERB
fuelectenerg-12766	218	13	[	[	PUNCT
fuelectenerg-12766	218	14	30	30	NUM
fuelectenerg-12766	218	15	-	-	SYM
fuelectenerg-12766	218	16	33	33	NUM
fuelectenerg-12766	218	17	]	]	PUNCT
fuelectenerg-12766	218	18	through	through	ADP
fuelectenerg-12766	218	19	equations	equation	NOUN
fuelectenerg-12766	218	20	(	(	PUNCT
fuelectenerg-12766	218	21	3	3	NUM
fuelectenerg-12766	218	22	)	)	PUNCT
fuelectenerg-12766	218	23	to	to	ADP
fuelectenerg-12766	218	24	(	(	PUNCT
fuelectenerg-12766	218	25	5	5	NUM
fuelectenerg-12766	218	26	):	):	PUNCT
fuelectenerg-12766	218	27	(	(	PUNCT
fuelectenerg-12766	218	28	i	i	NOUN
fuelectenerg-12766	218	29	)	)	PUNCT
fuelectenerg-12766	218	30	precision	precision	NOUN
fuelectenerg-12766	218	31	(	(	PUNCT
fuelectenerg-12766	218	32	p	p	X
fuelectenerg-12766	218	33	):	):	PUNCT
fuelectenerg-12766	218	34	it	it	PRON
fuelectenerg-12766	218	35	is	be	AUX
fuelectenerg-12766	218	36	the	the	DET
fuelectenerg-12766	218	37	ratio	ratio	NOUN
fuelectenerg-12766	218	38	of	of	ADP
fuelectenerg-12766	218	39	accurately	accurately	ADV
fuelectenerg-12766	218	40	identified	identify	VERB
fuelectenerg-12766	218	41	classes	class	NOUN
fuelectenerg-12766	218	42	to	to	ADP
fuelectenerg-12766	218	43	all	all	DET
fuelectenerg-12766	218	44	classes	class	NOUN
fuelectenerg-12766	218	45	.	.	PUNCT
fuelectenerg-12766	219	1	true	true	ADJ
fuelectenerg-12766	219	2	positive	positive	ADJ
fuelectenerg-12766	219	3	p	p	ADJ
fuelectenerg-12766	219	4	true	true	ADJ
fuelectenerg-12766	219	5	positive	positive	ADJ
fuelectenerg-12766	219	6	false	false	ADJ
fuelectenerg-12766	219	7	positive	positive	ADJ
fuelectenerg-12766	219	8	=	=	NOUN
fuelectenerg-12766	219	9	+	+	CCONJ
fuelectenerg-12766	219	10	(	(	PUNCT
fuelectenerg-12766	219	11	3	3	NUM
fuelectenerg-12766	219	12	)	)	PUNCT
fuelectenerg-12766	219	13	(	(	PUNCT
fuelectenerg-12766	219	14	ii	ii	NOUN
fuelectenerg-12766	219	15	)	)	PUNCT
fuelectenerg-12766	219	16	recall	recall	NOUN
fuelectenerg-12766	219	17	(	(	PUNCT
fuelectenerg-12766	219	18	r	r	NOUN
fuelectenerg-12766	219	19	):	):	PUNCT
fuelectenerg-12766	219	20	the	the	DET
fuelectenerg-12766	219	21	percentage	percentage	NOUN
fuelectenerg-12766	219	22	of	of	ADP
fuelectenerg-12766	219	23	actual	actual	ADJ
fuelectenerg-12766	219	24	classes	class	NOUN
fuelectenerg-12766	219	25	detected	detect	VERB
fuelectenerg-12766	219	26	in	in	ADP
fuelectenerg-12766	219	27	the	the	DET
fuelectenerg-12766	219	28	video	video	NOUN
fuelectenerg-12766	219	29	compared	compare	VERB
fuelectenerg-12766	219	30	to	to	ADP
fuelectenerg-12766	219	31	the	the	DET
fuelectenerg-12766	219	32	overall	overall	ADJ
fuelectenerg-12766	219	33	number	number	NOUN
fuelectenerg-12766	219	34	of	of	ADP
fuelectenerg-12766	219	35	classes	class	NOUN
fuelectenerg-12766	219	36	.	.	PUNCT
fuelectenerg-12766	220	1	true	true	ADJ
fuelectenerg-12766	220	2	positive	positive	ADJ
fuelectenerg-12766	220	3	r	r	NOUN
fuelectenerg-12766	220	4	true	true	ADJ
fuelectenerg-12766	220	5	positive	positive	ADJ
fuelectenerg-12766	220	6	false	false	ADJ
fuelectenerg-12766	220	7	negative	negative	ADJ
fuelectenerg-12766	220	8	=	=	NOUN
fuelectenerg-12766	220	9	+	+	CCONJ
fuelectenerg-12766	220	10	(	(	PUNCT
fuelectenerg-12766	220	11	4	4	NUM
fuelectenerg-12766	220	12	)	)	PUNCT
fuelectenerg-12766	220	13	(	(	PUNCT
fuelectenerg-12766	220	14	iii	iii	X
fuelectenerg-12766	220	15	)	)	PUNCT
fuelectenerg-12766	220	16	f1	f1	NOUN
fuelectenerg-12766	220	17	score	score	NOUN
fuelectenerg-12766	220	18	:	:	PUNCT
fuelectenerg-12766	220	19	the	the	DET
fuelectenerg-12766	220	20	f1	f1	NOUN
fuelectenerg-12766	220	21	score	score	NOUN
fuelectenerg-12766	220	22	represents	represent	VERB
fuelectenerg-12766	220	23	the	the	DET
fuelectenerg-12766	220	24	harmonic	harmonic	ADJ
fuelectenerg-12766	220	25	mean	mean	NOUN
fuelectenerg-12766	220	26	of	of	ADP
fuelectenerg-12766	220	27	recall	recall	NOUN
fuelectenerg-12766	220	28	and	and	CCONJ
fuelectenerg-12766	220	29	precision	precision	NOUN
fuelectenerg-12766	220	30	.	.	PUNCT
fuelectenerg-12766	221	1	2	2	NUM
fuelectenerg-12766	221	2	1	1	NUM
fuelectenerg-12766	221	3	p	p	NOUN
fuelectenerg-12766	221	4	r	r	NOUN
fuelectenerg-12766	221	5	f	f	NOUN
fuelectenerg-12766	221	6	p	p	NOUN
fuelectenerg-12766	221	7	r	r	NOUN
fuelectenerg-12766	221	8			VERB
fuelectenerg-12766	221	9			PROPN
fuelectenerg-12766	221	10	=	=	SYM
fuelectenerg-12766	221	11	+	+	CCONJ
fuelectenerg-12766	221	12	(	(	PUNCT
fuelectenerg-12766	221	13	5	5	X
fuelectenerg-12766	221	14	)	)	PUNCT
fuelectenerg-12766	221	15	classification	classification	NOUN
fuelectenerg-12766	221	16	of	of	ADP
fuelectenerg-12766	221	17	sports	sport	NOUN
fuelectenerg-12766	221	18	videos	video	NOUN
fuelectenerg-12766	221	19	by	by	ADP
fuelectenerg-12766	221	20	combining	combine	VERB
fuelectenerg-12766	221	21	resnet50	resnet50	NOUN
fuelectenerg-12766	221	22	model	model	NOUN
fuelectenerg-12766	221	23	and	and	CCONJ
fuelectenerg-12766	221	24	fine	fine	ADJ
fuelectenerg-12766	221	25	tuning	tune	VERB
fuelectenerg-12766	221	26	49	49	NUM
fuelectenerg-12766	221	27	now	now	ADV
fuelectenerg-12766	221	28	,	,	PUNCT
fuelectenerg-12766	221	29	the	the	DET
fuelectenerg-12766	221	30	prediction	prediction	NOUN
fuelectenerg-12766	221	31	is	be	AUX
fuelectenerg-12766	221	32	done	do	VERB
fuelectenerg-12766	221	33	on	on	ADP
fuelectenerg-12766	221	34	sports	sport	NOUN
fuelectenerg-12766	221	35	videos	video	NOUN
fuelectenerg-12766	221	36	.	.	PUNCT
fuelectenerg-12766	222	1	the	the	DET
fuelectenerg-12766	222	2	dumped	dump	VERB
fuelectenerg-12766	222	3	model	model	NOUN
fuelectenerg-12766	222	4	has	have	AUX
fuelectenerg-12766	222	5	loaded	load	VERB
fuelectenerg-12766	222	6	and	and	CCONJ
fuelectenerg-12766	222	7	a	a	DET
fuelectenerg-12766	222	8	particular	particular	ADJ
fuelectenerg-12766	222	9	sports	sport	NOUN
fuelectenerg-12766	222	10	video	video	NOUN
fuelectenerg-12766	222	11	is	be	AUX
fuelectenerg-12766	222	12	fed	feed	VERB
fuelectenerg-12766	222	13	to	to	ADP
fuelectenerg-12766	222	14	the	the	DET
fuelectenerg-12766	222	15	model	model	NOUN
fuelectenerg-12766	222	16	.	.	PUNCT
fuelectenerg-12766	223	1	prediction	prediction	NOUN
fuelectenerg-12766	223	2	is	be	AUX
fuelectenerg-12766	223	3	done	do	VERB
fuelectenerg-12766	223	4	for	for	ADP
fuelectenerg-12766	223	5	each	each	DET
fuelectenerg-12766	223	6	frame	frame	NOUN
fuelectenerg-12766	223	7	which	which	PRON
fuelectenerg-12766	223	8	leads	lead	VERB
fuelectenerg-12766	223	9	to	to	ADP
fuelectenerg-12766	223	10	label	label	NOUN
fuelectenerg-12766	223	11	flickering	flickering	NOUN
fuelectenerg-12766	223	12	.	.	PUNCT
fuelectenerg-12766	224	1	so	so	ADV
fuelectenerg-12766	224	2	,	,	PUNCT
fuelectenerg-12766	224	3	to	to	PART
fuelectenerg-12766	224	4	handle	handle	VERB
fuelectenerg-12766	224	5	the	the	DET
fuelectenerg-12766	224	6	flickering	flickering	NOUN
fuelectenerg-12766	224	7	problem	problem	NOUN
fuelectenerg-12766	224	8	,	,	PUNCT
fuelectenerg-12766	224	9	the	the	DET
fuelectenerg-12766	224	10	prediction	prediction	NOUN
fuelectenerg-12766	224	11	results	result	NOUN
fuelectenerg-12766	224	12	are	be	AUX
fuelectenerg-12766	224	13	stored	store	VERB
fuelectenerg-12766	224	14	in	in	ADP
fuelectenerg-12766	224	15	a	a	DET
fuelectenerg-12766	224	16	list	list	NOUN
fuelectenerg-12766	224	17	,	,	PUNCT
fuelectenerg-12766	224	18	and	and	CCONJ
fuelectenerg-12766	224	19	the	the	DET
fuelectenerg-12766	224	20	final	final	ADJ
fuelectenerg-12766	224	21	output	output	NOUN
fuelectenerg-12766	224	22	is	be	AUX
fuelectenerg-12766	224	23	the	the	DET
fuelectenerg-12766	224	24	class	class	NOUN
fuelectenerg-12766	224	25	that	that	PRON
fuelectenerg-12766	224	26	is	be	AUX
fuelectenerg-12766	224	27	in	in	ADP
fuelectenerg-12766	224	28	the	the	DET
fuelectenerg-12766	224	29	majority	majority	NOUN
fuelectenerg-12766	224	30	.	.	PUNCT
fuelectenerg-12766	225	1	here	here	ADV
fuelectenerg-12766	225	2	,	,	PUNCT
fuelectenerg-12766	225	3	the	the	DET
fuelectenerg-12766	225	4	prediction	prediction	NOUN
fuelectenerg-12766	225	5	for	for	ADP
fuelectenerg-12766	225	6	the	the	DET
fuelectenerg-12766	225	7	cricket	cricket	NOUN
fuelectenerg-12766	225	8	video	video	NOUN
fuelectenerg-12766	225	9	is	be	AUX
fuelectenerg-12766	225	10	shown	show	VERB
fuelectenerg-12766	225	11	in	in	ADP
fuelectenerg-12766	225	12	fig	fig	NOUN
fuelectenerg-12766	225	13	.	.	PUNCT
fuelectenerg-12766	226	1	11	11	NUM
fuelectenerg-12766	226	2	.	.	PUNCT
fuelectenerg-12766	226	3	table	table	NOUN
fuelectenerg-12766	226	4	3	3	NUM
fuelectenerg-12766	226	5	compares	compare	VERB
fuelectenerg-12766	226	6	the	the	DET
fuelectenerg-12766	226	7	obtained	obtain	VERB
fuelectenerg-12766	226	8	results	result	NOUN
fuelectenerg-12766	226	9	with	with	ADP
fuelectenerg-12766	226	10	some	some	DET
fuelectenerg-12766	226	11	other	other	ADJ
fuelectenerg-12766	226	12	existing	exist	VERB
fuelectenerg-12766	226	13	results	result	NOUN
fuelectenerg-12766	226	14	.	.	PUNCT
fuelectenerg-12766	227	1	table	table	NOUN
fuelectenerg-12766	227	2	1	1	NUM
fuelectenerg-12766	227	3	hyperparameters	hyperparameter	NOUN
fuelectenerg-12766	227	4	hyperparameter	hyperparameter	NOUN
fuelectenerg-12766	227	5	value	value	NOUN
fuelectenerg-12766	227	6	learning	learn	VERB
fuelectenerg-12766	227	7	rate	rate	NOUN
fuelectenerg-12766	227	8	0.001	0.001	NUM
fuelectenerg-12766	227	9	decay	decay	NOUN
fuelectenerg-12766	227	10	rate	rate	NOUN
fuelectenerg-12766	227	11	0.001	0.001	NUM
fuelectenerg-12766	227	12	/	/	SYM
fuelectenerg-12766	227	13	epochs	epoch	NOUN
fuelectenerg-12766	227	14	patience	patience	NOUN
fuelectenerg-12766	227	15	level	level	NOUN
fuelectenerg-12766	227	16	5	5	NUM
fuelectenerg-12766	227	17	factor	factor	NOUN
fuelectenerg-12766	227	18	to	to	PART
fuelectenerg-12766	227	19	reduce	reduce	VERB
fuelectenerg-12766	227	20	the	the	DET
fuelectenerg-12766	227	21	learning	learning	NOUN
fuelectenerg-12766	227	22	rate	rate	NOUN
fuelectenerg-12766	227	23	0.3	0.3	NUM
fuelectenerg-12766	227	24	batch	batch	NOUN
fuelectenerg-12766	227	25	size	size	NOUN
fuelectenerg-12766	227	26	32	32	NUM
fuelectenerg-12766	227	27	table	table	NOUN
fuelectenerg-12766	227	28	2	2	NUM
fuelectenerg-12766	227	29	precision	precision	NOUN
fuelectenerg-12766	227	30	,	,	PUNCT
fuelectenerg-12766	227	31	recall	recall	NOUN
fuelectenerg-12766	227	32	,	,	PUNCT
fuelectenerg-12766	227	33	and	and	CCONJ
fuelectenerg-12766	227	34	f1	f1	ADJ
fuelectenerg-12766	227	35	-	-	PUNCT
fuelectenerg-12766	227	36	score	score	NOUN
fuelectenerg-12766	227	37	sports	sport	NOUN
fuelectenerg-12766	227	38	class	class	NOUN
fuelectenerg-12766	227	39	precision	precision	NOUN
fuelectenerg-12766	227	40	recall	recall	NOUN
fuelectenerg-12766	227	41	f1	f1	NOUN
fuelectenerg-12766	227	42	-	-	PUNCT
fuelectenerg-12766	227	43	score	score	NOUN
fuelectenerg-12766	227	44	support	support	NOUN
fuelectenerg-12766	227	45	badminton	badminton	NOUN
fuelectenerg-12766	227	46	0.88	0.88	NUM
fuelectenerg-12766	227	47	0.81	0.81	NUM
fuelectenerg-12766	227	48	0.84	0.84	NUM
fuelectenerg-12766	227	49	148	148	NUM
fuelectenerg-12766	227	50	basketball	basketball	NOUN
fuelectenerg-12766	227	51	0.80	0.80	NUM
fuelectenerg-12766	227	52	0.92	0.92	NUM
fuelectenerg-12766	227	53	0.86	0.86	NUM
fuelectenerg-12766	227	54	117	117	NUM
fuelectenerg-12766	227	55	boxing	boxing	NOUN
fuelectenerg-12766	227	56	0.95	0.95	NUM
fuelectenerg-12766	227	57	0.94	0.94	NUM
fuelectenerg-12766	227	58	0.95	0.95	NUM
fuelectenerg-12766	227	59	140	140	NUM
fuelectenerg-12766	227	60	cricket	cricket	NOUN
fuelectenerg-12766	227	61	0.92	0.92	NUM
fuelectenerg-12766	227	62	0.84	0.84	NUM
fuelectenerg-12766	227	63	0.88	0.88	NUM
fuelectenerg-12766	227	64	133	133	NUM
fuelectenerg-12766	227	65	football	football	NOUN
fuelectenerg-12766	227	66	0.82	0.82	NUM
fuelectenerg-12766	227	67	0.91	0.91	NUM
fuelectenerg-12766	227	68	0.86	0.86	NUM
fuelectenerg-12766	227	69	153	153	NUM
fuelectenerg-12766	227	70	hockey	hockey	NOUN
fuelectenerg-12766	227	71	0.86	0.86	NUM
fuelectenerg-12766	227	72	0.76	0.76	NUM
fuelectenerg-12766	227	73	0.81	0.81	NUM
fuelectenerg-12766	227	74	112	112	NUM
fuelectenerg-12766	227	75	kabaddi	kabaddi	PROPN
fuelectenerg-12766	227	76	0.80	0.80	NUM
fuelectenerg-12766	227	77	0.94	0.94	NUM
fuelectenerg-12766	227	78	0.86	0.86	NUM
fuelectenerg-12766	227	79	109	109	NUM
fuelectenerg-12766	227	80	shooting	shoot	VERB
fuelectenerg-12766	227	81	0.94	0.94	NUM
fuelectenerg-12766	227	82	0.90	0.90	NUM
fuelectenerg-12766	227	83	0.92	0.92	NUM
fuelectenerg-12766	227	84	115	115	NUM
fuelectenerg-12766	227	85	swimming	swimming	NOUN
fuelectenerg-12766	227	86	0.96	0.96	NUM
fuelectenerg-12766	227	87	0.96	0.96	NUM
fuelectenerg-12766	227	88	0.96	0.96	NUM
fuelectenerg-12766	227	89	134	134	NUM
fuelectenerg-12766	227	90	table	table	NOUN
fuelectenerg-12766	227	91	tennis	tennis	NOUN
fuelectenerg-12766	227	92	0.94	0.94	NUM
fuelectenerg-12766	227	93	0.89	0.89	NUM
fuelectenerg-12766	227	94	0.91	0.91	NUM
fuelectenerg-12766	227	95	137	137	NUM
fuelectenerg-12766	227	96	tennis	tennis	NOUN
fuelectenerg-12766	227	97	0.84	0.84	NUM
fuelectenerg-12766	227	98	0.87	0.87	NUM
fuelectenerg-12766	227	99	0.85	0.85	NUM
fuelectenerg-12766	227	100	138	138	NUM
fuelectenerg-12766	227	101	volleyball	volleyball	NOUN
fuelectenerg-12766	227	102	0.89	0.89	NUM
fuelectenerg-12766	227	103	0.88	0.88	NUM
fuelectenerg-12766	227	104	0.89	0.89	NUM
fuelectenerg-12766	227	105	132	132	NUM
fuelectenerg-12766	227	106	weightlifting	weightlift	VERB
fuelectenerg-12766	227	107	0.93	0.93	NUM
fuelectenerg-12766	227	108	0.89	0.89	NUM
fuelectenerg-12766	227	109	0.91	0.91	NUM
fuelectenerg-12766	227	110	119	119	NUM
fuelectenerg-12766	227	111	wrestling	wrestling	NOUN
fuelectenerg-12766	227	112	0.87	0.87	NUM
fuelectenerg-12766	227	113	0.85	0.85	NUM
fuelectenerg-12766	227	114	0.86	0.86	NUM
fuelectenerg-12766	227	115	120	120	NUM
fuelectenerg-12766	227	116	fig	fig	NOUN
fuelectenerg-12766	227	117	.	.	PUNCT
fuelectenerg-12766	228	1	9	9	NUM
fuelectenerg-12766	228	2	training	training	NOUN
fuelectenerg-12766	228	3	accuracy	accuracy	NOUN
fuelectenerg-12766	228	4	and	and	CCONJ
fuelectenerg-12766	228	5	loss	loss	NOUN
fuelectenerg-12766	228	6	of	of	ADP
fuelectenerg-12766	228	7	the	the	DET
fuelectenerg-12766	228	8	dataset	dataset	ADJ
fuelectenerg-12766	228	9	50	50	NUM
fuelectenerg-12766	228	10	p.	p.	NOUN
fuelectenerg-12766	228	11	ranjan	ranjan	PROPN
fuelectenerg-12766	228	12	,	,	PUNCT
fuelectenerg-12766	228	13	j.	j.	PROPN
fuelectenerg-12766	228	14	k.	k.	PROPN
fuelectenerg-12766	228	15	rai	rai	PROPN
fuelectenerg-12766	228	16	,	,	PUNCT
fuelectenerg-12766	228	17	v.	v.	ADP
fuelectenerg-12766	228	18	singh	singh	PROPN
fuelectenerg-12766	228	19	,	,	PUNCT
fuelectenerg-12766	228	20	a.	a.	NOUN
fuelectenerg-12766	228	21	sharma	sharma	PROPN
fuelectenerg-12766	228	22	,	,	PUNCT
fuelectenerg-12766	228	23	s.	s.	PROPN
fuelectenerg-12766	228	24	kumar	kumar	PROPN
fuelectenerg-12766	228	25	fig	fig	PROPN
fuelectenerg-12766	228	26	.	.	PUNCT
fuelectenerg-12766	229	1	10	10	NUM
fuelectenerg-12766	229	2	confusion	confusion	NOUN
fuelectenerg-12766	229	3	matrix	matrix	NOUN
fuelectenerg-12766	229	4	fig	fig	NOUN
fuelectenerg-12766	229	5	.	.	PUNCT
fuelectenerg-12766	230	1	11	11	NUM
fuelectenerg-12766	230	2	the	the	DET
fuelectenerg-12766	230	3	prediction	prediction	NOUN
fuelectenerg-12766	230	4	for	for	ADP
fuelectenerg-12766	230	5	cricket	cricket	NOUN
fuelectenerg-12766	230	6	video	video	NOUN
fuelectenerg-12766	230	7	classification	classification	NOUN
fuelectenerg-12766	230	8	of	of	ADP
fuelectenerg-12766	230	9	sports	sport	NOUN
fuelectenerg-12766	230	10	videos	video	NOUN
fuelectenerg-12766	230	11	by	by	ADP
fuelectenerg-12766	230	12	combining	combine	VERB
fuelectenerg-12766	230	13	resnet50	resnet50	NOUN
fuelectenerg-12766	230	14	model	model	NOUN
fuelectenerg-12766	230	15	and	and	CCONJ
fuelectenerg-12766	230	16	fine	fine	ADJ
fuelectenerg-12766	230	17	tuning	tune	VERB
fuelectenerg-12766	230	18	51	51	NUM
fuelectenerg-12766	230	19	table	table	NOUN
fuelectenerg-12766	230	20	3	3	NUM
fuelectenerg-12766	230	21	comparison	comparison	NOUN
fuelectenerg-12766	230	22	of	of	ADP
fuelectenerg-12766	230	23	the	the	DET
fuelectenerg-12766	230	24	proposed	propose	VERB
fuelectenerg-12766	230	25	work	work	NOUN
fuelectenerg-12766	230	26	with	with	ADP
fuelectenerg-12766	230	27	other	other	ADJ
fuelectenerg-12766	230	28	existing	exist	VERB
fuelectenerg-12766	230	29	work	work	NOUN
fuelectenerg-12766	230	30	ref	ref	NOUN
fuelectenerg-12766	230	31	.	.	PUNCT
fuelectenerg-12766	231	1	dataset	dataset	PROPN
fuelectenerg-12766	231	2	model	model	NOUN
fuelectenerg-12766	231	3	optimization	optimization	NOUN
fuelectenerg-12766	231	4	techniques	technique	NOUN
fuelectenerg-12766	231	5	class	class	NOUN
fuelectenerg-12766	231	6	accuracy	accuracy	NOUN
fuelectenerg-12766	231	7	output	output	NOUN
fuelectenerg-12766	231	8	[	[	X
fuelectenerg-12766	231	9	23	23	NUM
fuelectenerg-12766	231	10	]	]	X
fuelectenerg-12766	231	11	open	open	ADJ
fuelectenerg-12766	231	12	video	video	NOUN
fuelectenerg-12766	231	13	project	project	NOUN
fuelectenerg-12766	231	14	and	and	CCONJ
fuelectenerg-12766	231	15	yuv	yuv	PROPN
fuelectenerg-12766	231	16	video	video	NOUN
fuelectenerg-12766	231	17	sequences	sequence	NOUN
fuelectenerg-12766	231	18	not	not	PART
fuelectenerg-12766	231	19	given	give	VERB
fuelectenerg-12766	231	20	graph	graph	NOUN
fuelectenerg-12766	231	21	clustering	cluster	VERB
fuelectenerg-12766	231	22	not	not	PART
fuelectenerg-12766	231	23	given	give	VERB
fuelectenerg-12766	231	24	not	not	PART
fuelectenerg-12766	231	25	given	give	VERB
fuelectenerg-12766	231	26	video	video	NOUN
fuelectenerg-12766	231	27	summarization	summarization	NOUN
fuelectenerg-12766	231	28	[	[	X
fuelectenerg-12766	231	29	24	24	NUM
fuelectenerg-12766	231	30	]	]	PUNCT
fuelectenerg-12766	231	31	not	not	PART
fuelectenerg-12766	231	32	given	give	VERB
fuelectenerg-12766	231	33	svm	svm	NOUN
fuelectenerg-12766	231	34	,	,	PUNCT
fuelectenerg-12766	231	35	and	and	CCONJ
fuelectenerg-12766	231	36	cnn	cnn	PROPN
fuelectenerg-12766	231	37	k	k	PROPN
fuelectenerg-12766	231	38	-	-	PROPN
fuelectenerg-12766	231	39	mean	mean	ADJ
fuelectenerg-12766	231	40	,	,	PUNCT
fuelectenerg-12766	231	41	k	k	PROPN
fuelectenerg-12766	231	42	-	-	PROPN
fuelectenerg-12766	231	43	medoid	medoid	ADJ
fuelectenerg-12766	231	44	two	two	NUM
fuelectenerg-12766	231	45	classes	class	NOUN
fuelectenerg-12766	231	46	90	90	NUM
fuelectenerg-12766	231	47	%	%	NOUN
fuelectenerg-12766	231	48	an	an	DET
fuelectenerg-12766	231	49	audio	audio	ADJ
fuelectenerg-12766	231	50	talk	talk	NOUN
fuelectenerg-12766	231	51	show	show	NOUN
fuelectenerg-12766	231	52	[	[	X
fuelectenerg-12766	231	53	25	25	NUM
fuelectenerg-12766	231	54	]	]	PUNCT
fuelectenerg-12766	231	55	soccer	soccer	NOUN
fuelectenerg-12766	231	56	dataset	dataset	NOUN
fuelectenerg-12766	231	57	for	for	ADP
fuelectenerg-12766	231	58	shot	shot	NOUN
fuelectenerg-12766	231	59	,	,	PUNCT
fuelectenerg-12766	231	60	event	event	NOUN
fuelectenerg-12766	231	61	,	,	PUNCT
fuelectenerg-12766	231	62	and	and	CCONJ
fuelectenerg-12766	231	63	tracking	track	VERB
fuelectenerg-12766	231	64	devnet	devnet	NOUN
fuelectenerg-12766	231	65	,	,	PUNCT
fuelectenerg-12766	231	66	vgg	vgg	PROPN
fuelectenerg-12766	231	67	,	,	PUNCT
fuelectenerg-12766	231	68	lstm	lstm	ADJ
fuelectenerg-12766	231	69	googlenet	googlenet	NOUN
fuelectenerg-12766	231	70	not	not	PART
fuelectenerg-12766	231	71	given	give	VERB
fuelectenerg-12766	231	72	multiclass	multiclass	NOUN
fuelectenerg-12766	231	73	not	not	PART
fuelectenerg-12766	231	74	given	give	VERB
fuelectenerg-12766	231	75	shot	shot	NOUN
fuelectenerg-12766	231	76	segmentation	segmentation	NOUN
fuelectenerg-12766	231	77	,	,	PUNCT
fuelectenerg-12766	231	78	event	event	NOUN
fuelectenerg-12766	231	79	detection	detection	NOUN
fuelectenerg-12766	231	80	,	,	PUNCT
fuelectenerg-12766	231	81	player	player	NOUN
fuelectenerg-12766	231	82	tracking	tracking	NOUN
fuelectenerg-12766	231	83	[	[	X
fuelectenerg-12766	231	84	26	26	NUM
fuelectenerg-12766	231	85	]	]	X
fuelectenerg-12766	231	86	youtube	youtube	NOUN
fuelectenerg-12766	231	87	,	,	PUNCT
fuelectenerg-12766	231	88	cricinfo	cricinfo	VERB
fuelectenerg-12766	231	89	deep	deep	ADJ
fuelectenerg-12766	231	90	learning	learn	VERB
fuelectenerg-12766	231	91	k	k	PROPN
fuelectenerg-12766	231	92	-	-	PUNCT
fuelectenerg-12766	231	93	means	mean	VERB
fuelectenerg-12766	231	94	clustering	cluster	VERB
fuelectenerg-12766	231	95	multiclass	multiclass	NOUN
fuelectenerg-12766	231	96	not	not	PART
fuelectenerg-12766	231	97	given	give	VERB
fuelectenerg-12766	231	98	frames	frame	NOUN
fuelectenerg-12766	231	99	extracted	extract	VERB
fuelectenerg-12766	231	100	[	[	PUNCT
fuelectenerg-12766	231	101	27	27	NUM
fuelectenerg-12766	231	102	]	]	X
fuelectenerg-12766	231	103	olympic	olympic	ADJ
fuelectenerg-12766	231	104	games	game	NOUN
fuelectenerg-12766	231	105	event	event	NOUN
fuelectenerg-12766	231	106	image	image	NOUN
fuelectenerg-12766	231	107	alexnet	alexnet	PROPN
fuelectenerg-12766	231	108	,	,	PUNCT
fuelectenerg-12766	231	109	vgg-16	vgg-16	NOUN
fuelectenerg-12766	231	110	,	,	PUNCT
fuelectenerg-12766	231	111	resnet-50	resnet-50	NOUN
fuelectenerg-12766	231	112	transfer	transfer	NOUN
fuelectenerg-12766	231	113	learning	learn	VERB
fuelectenerg-12766	231	114	multiclass	multiclass	ADJ
fuelectenerg-12766	231	115	90	90	NUM
fuelectenerg-12766	231	116	%	%	NOUN
fuelectenerg-12766	231	117	olympic	olympic	ADJ
fuelectenerg-12766	231	118	event	event	NOUN
fuelectenerg-12766	231	119	identification	identification	NOUN
fuelectenerg-12766	232	1	[	[	X
fuelectenerg-12766	232	2	28	28	NUM
fuelectenerg-12766	232	3	]	]	X
fuelectenerg-12766	232	4	sports	sport	NOUN
fuelectenerg-12766	232	5	customizedcnn	customizedcnn	NOUN
fuelectenerg-12766	232	6	sgdm	sgdm	PROPN
fuelectenerg-12766	232	7	multiclass	multiclass	ADJ
fuelectenerg-12766	232	8	89.75	89.75	NUM
fuelectenerg-12766	232	9	keyframes	keyframe	NOUN
fuelectenerg-12766	232	10	this	this	PRON
fuelectenerg-12766	232	11	work	work	VERB
fuelectenerg-12766	232	12	14	14	NUM
fuelectenerg-12766	232	13	different	different	ADJ
fuelectenerg-12766	232	14	sport	sport	NOUN
fuelectenerg-12766	232	15	event	event	NOUN
fuelectenerg-12766	232	16	deep	deep	ADJ
fuelectenerg-12766	232	17	learning	learning	NOUN
fuelectenerg-12766	232	18	with	with	ADP
fuelectenerg-12766	232	19	fine	fine	ADV
fuelectenerg-12766	232	20	-	-	PUNCT
fuelectenerg-12766	232	21	tuning	tune	VERB
fuelectenerg-12766	232	22	transfer	transfer	NOUN
fuelectenerg-12766	232	23	learning	learn	VERB
fuelectenerg-12766	232	24	multiclass	multiclass	NOUN
fuelectenerg-12766	232	25	91.73	91.73	NUM
fuelectenerg-12766	232	26	14	14	NUM
fuelectenerg-12766	232	27	sports	sport	NOUN
fuelectenerg-12766	232	28	type	type	NOUN
fuelectenerg-12766	232	29	(	(	PUNCT
fuelectenerg-12766	232	30	popular	popular	ADJ
fuelectenerg-12766	232	31	in	in	ADP
fuelectenerg-12766	232	32	india	india	PROPN
fuelectenerg-12766	232	33	)	)	PUNCT
fuelectenerg-12766	232	34	6	6	NUM
fuelectenerg-12766	232	35	.	.	PUNCT
fuelectenerg-12766	232	36	conclusion	conclusion	NOUN
fuelectenerg-12766	232	37	in	in	ADP
fuelectenerg-12766	232	38	this	this	DET
fuelectenerg-12766	232	39	paper	paper	NOUN
fuelectenerg-12766	232	40	,	,	PUNCT
fuelectenerg-12766	232	41	a	a	DET
fuelectenerg-12766	232	42	sports	sport	NOUN
fuelectenerg-12766	232	43	video	video	NOUN
fuelectenerg-12766	232	44	classifier	classifier	NOUN
fuelectenerg-12766	232	45	has	have	AUX
fuelectenerg-12766	232	46	been	be	AUX
fuelectenerg-12766	232	47	developed	develop	VERB
fuelectenerg-12766	232	48	using	use	VERB
fuelectenerg-12766	232	49	a	a	DET
fuelectenerg-12766	232	50	pre	pre	ADJ
fuelectenerg-12766	232	51	-	-	ADJ
fuelectenerg-12766	232	52	trained	trained	ADJ
fuelectenerg-12766	232	53	deeplearning	deeplearning	NOUN
fuelectenerg-12766	232	54	model	model	NOUN
fuelectenerg-12766	232	55	.	.	PUNCT
fuelectenerg-12766	233	1	fine	fine	ADJ
fuelectenerg-12766	233	2	-	-	PUNCT
fuelectenerg-12766	233	3	tuning	tuning	NOUN
fuelectenerg-12766	233	4	is	be	AUX
fuelectenerg-12766	233	5	used	use	VERB
fuelectenerg-12766	233	6	,	,	PUNCT
fuelectenerg-12766	233	7	which	which	PRON
fuelectenerg-12766	233	8	helps	help	VERB
fuelectenerg-12766	233	9	in	in	ADP
fuelectenerg-12766	233	10	using	use	VERB
fuelectenerg-12766	233	11	the	the	DET
fuelectenerg-12766	233	12	pre	pre	ADJ
fuelectenerg-12766	233	13	-	-	ADJ
fuelectenerg-12766	233	14	trained	train	VERB
fuelectenerg-12766	233	15	weight	weight	NOUN
fuelectenerg-12766	233	16	of	of	ADP
fuelectenerg-12766	233	17	the	the	DET
fuelectenerg-12766	233	18	model	model	NOUN
fuelectenerg-12766	233	19	instead	instead	ADV
fuelectenerg-12766	233	20	of	of	ADP
fuelectenerg-12766	233	21	training	train	VERB
fuelectenerg-12766	233	22	it	it	PRON
fuelectenerg-12766	233	23	from	from	ADP
fuelectenerg-12766	233	24	scratch	scratch	NOUN
fuelectenerg-12766	233	25	.	.	PUNCT
fuelectenerg-12766	234	1	the	the	DET
fuelectenerg-12766	234	2	proposed	propose	VERB
fuelectenerg-12766	234	3	sports	sport	NOUN
fuelectenerg-12766	234	4	videos	video	NOUN
fuelectenerg-12766	234	5	classifier	classifier	NOUN
fuelectenerg-12766	234	6	correctly	correctly	ADV
fuelectenerg-12766	234	7	classified	classify	VERB
fuelectenerg-12766	234	8	the	the	DET
fuelectenerg-12766	234	9	sports	sport	NOUN
fuelectenerg-12766	234	10	videos	video	NOUN
fuelectenerg-12766	234	11	(	(	PUNCT
fuelectenerg-12766	234	12	badminton	badminton	NOUN
fuelectenerg-12766	234	13	,	,	PUNCT
fuelectenerg-12766	234	14	basketball	basketball	NOUN
fuelectenerg-12766	234	15	,	,	PUNCT
fuelectenerg-12766	234	16	boxing	boxing	NOUN
fuelectenerg-12766	234	17	,	,	PUNCT
fuelectenerg-12766	234	18	cricket	cricket	NOUN
fuelectenerg-12766	234	19	,	,	PUNCT
fuelectenerg-12766	234	20	football	football	NOUN
fuelectenerg-12766	234	21	,	,	PUNCT
fuelectenerg-12766	234	22	hockey	hockey	NOUN
fuelectenerg-12766	234	23	,	,	PUNCT
fuelectenerg-12766	234	24	kabaddi	kabaddi	PROPN
fuelectenerg-12766	234	25	,	,	PUNCT
fuelectenerg-12766	234	26	swimming	swimming	NOUN
fuelectenerg-12766	234	27	,	,	PUNCT
fuelectenerg-12766	234	28	shooting	shooting	NOUN
fuelectenerg-12766	234	29	,	,	PUNCT
fuelectenerg-12766	234	30	table	table	NOUN
fuelectenerg-12766	234	31	tennis	tennis	NOUN
fuelectenerg-12766	234	32	,	,	PUNCT
fuelectenerg-12766	234	33	tennis	tennis	NOUN
fuelectenerg-12766	234	34	,	,	PUNCT
fuelectenerg-12766	234	35	volleyball	volleyball	NOUN
fuelectenerg-12766	234	36	,	,	PUNCT
fuelectenerg-12766	234	37	weight	weight	NOUN
fuelectenerg-12766	234	38	lifting	lifting	NOUN
fuelectenerg-12766	234	39	,	,	PUNCT
fuelectenerg-12766	234	40	and	and	CCONJ
fuelectenerg-12766	234	41	wrestling	wrestling	NOUN
fuelectenerg-12766	234	42	)	)	PUNCT
fuelectenerg-12766	234	43	.	.	PUNCT
fuelectenerg-12766	235	1	image	image	NOUN
fuelectenerg-12766	235	2	data	datum	NOUN
fuelectenerg-12766	235	3	have	have	AUX
fuelectenerg-12766	235	4	been	be	AUX
fuelectenerg-12766	235	5	used	use	VERB
fuelectenerg-12766	235	6	for	for	ADP
fuelectenerg-12766	235	7	training	training	NOUN
fuelectenerg-12766	235	8	while	while	SCONJ
fuelectenerg-12766	235	9	the	the	DET
fuelectenerg-12766	235	10	prediction	prediction	NOUN
fuelectenerg-12766	235	11	is	be	AUX
fuelectenerg-12766	235	12	done	do	VERB
fuelectenerg-12766	235	13	on	on	ADP
fuelectenerg-12766	235	14	the	the	DET
fuelectenerg-12766	235	15	sports	sport	NOUN
fuelectenerg-12766	235	16	videos	video	NOUN
fuelectenerg-12766	235	17	,	,	PUNCT
fuelectenerg-12766	235	18	and	and	CCONJ
fuelectenerg-12766	235	19	it	it	PRON
fuelectenerg-12766	235	20	found	find	VERB
fuelectenerg-12766	235	21	that	that	SCONJ
fuelectenerg-12766	235	22	the	the	DET
fuelectenerg-12766	235	23	classifier	classifier	NOUN
fuelectenerg-12766	235	24	can	can	AUX
fuelectenerg-12766	235	25	classify	classify	VERB
fuelectenerg-12766	235	26	the	the	DET
fuelectenerg-12766	235	27	sports	sport	NOUN
fuelectenerg-12766	235	28	correctly	correctly	ADV
fuelectenerg-12766	235	29	.	.	PUNCT
fuelectenerg-12766	236	1	this	this	DET
fuelectenerg-12766	236	2	classifier	classifier	NOUN
fuelectenerg-12766	236	3	helps	help	VERB
fuelectenerg-12766	236	4	broadcasting	broadcast	VERB
fuelectenerg-12766	236	5	companies	company	NOUN
fuelectenerg-12766	236	6	handle	handle	VERB
fuelectenerg-12766	236	7	their	their	PRON
fuelectenerg-12766	236	8	sports	sport	NOUN
fuelectenerg-12766	236	9	data	datum	NOUN
fuelectenerg-12766	236	10	in	in	ADP
fuelectenerg-12766	236	11	a	a	DET
fuelectenerg-12766	236	12	well	well	ADV
fuelectenerg-12766	236	13	-	-	PUNCT
fuelectenerg-12766	236	14	organized	organize	VERB
fuelectenerg-12766	236	15	manner	manner	NOUN
fuelectenerg-12766	236	16	.	.	PUNCT
fuelectenerg-12766	237	1	references	reference	NOUN
fuelectenerg-12766	237	2	[	[	X
fuelectenerg-12766	237	3	1	1	X
fuelectenerg-12766	237	4	]	]	X
fuelectenerg-12766	237	5	d.	d.	NOUN
fuelectenerg-12766	237	6	brezeale	brezeale	PROPN
fuelectenerg-12766	237	7	and	and	CCONJ
fuelectenerg-12766	237	8	d.	d.	PROPN
fuelectenerg-12766	237	9	j.	j.	PROPN
fuelectenerg-12766	237	10	cook	cook	PROPN
fuelectenerg-12766	237	11	,	,	PUNCT
fuelectenerg-12766	237	12	"	"	PUNCT
fuelectenerg-12766	237	13	automatic	automatic	ADJ
fuelectenerg-12766	237	14	video	video	NOUN
fuelectenerg-12766	237	15	classification	classification	NOUN
fuelectenerg-12766	237	16	:	:	PUNCT
fuelectenerg-12766	237	17	a	a	DET
fuelectenerg-12766	237	18	survey	survey	NOUN
fuelectenerg-12766	237	19	of	of	ADP
fuelectenerg-12766	237	20	the	the	DET
fuelectenerg-12766	237	21	literature	literature	NOUN
fuelectenerg-12766	237	22	"	"	PUNCT
fuelectenerg-12766	237	23	,	,	PUNCT
fuelectenerg-12766	237	24	ieee	ieee	PROPN
fuelectenerg-12766	237	25	trans	trans	PROPN
fuelectenerg-12766	237	26	.	.	PUNCT
fuelectenerg-12766	238	1	syst	syst	PROPN
fuelectenerg-12766	238	2	.	.	PUNCT
fuelectenerg-12766	239	1	man	man	NOUN
fuelectenerg-12766	239	2	.	.	PUNCT
fuelectenerg-12766	240	1	cybern	cybern	PROPN
fuelectenerg-12766	240	2	.	.	PUNCT
fuelectenerg-12766	241	1	part	part	NOUN
fuelectenerg-12766	241	2	c	c	PROPN
fuelectenerg-12766	241	3	(	(	PUNCT
fuelectenerg-12766	241	4	applications	application	NOUN
fuelectenerg-12766	241	5	and	and	CCONJ
fuelectenerg-12766	241	6	reviews	review	NOUN
fuelectenerg-12766	241	7	)	)	PUNCT
fuelectenerg-12766	241	8	,	,	PUNCT
fuelectenerg-12766	241	9	vol	vol	NOUN
fuelectenerg-12766	241	10	.	.	PROPN
fuelectenerg-12766	242	1	38	38	NUM
fuelectenerg-12766	242	2	,	,	PUNCT
fuelectenerg-12766	242	3	no	no	INTJ
fuelectenerg-12766	242	4	.	.	NOUN
fuelectenerg-12766	242	5	3	3	NUM
fuelectenerg-12766	242	6	,	,	PUNCT
fuelectenerg-12766	242	7	pp	pp	ADJ
fuelectenerg-12766	242	8	.	.	PUNCT
fuelectenerg-12766	243	1	416	416	NUM
fuelectenerg-12766	243	2	-	-	SYM
fuelectenerg-12766	243	3	430	430	NUM
fuelectenerg-12766	243	4	,	,	PUNCT
fuelectenerg-12766	243	5	2008	2008	NUM
fuelectenerg-12766	243	6	.	.	PUNCT
fuelectenerg-12766	244	1	[	[	X
fuelectenerg-12766	244	2	2	2	X
fuelectenerg-12766	244	3	]	]	PUNCT
fuelectenerg-12766	244	4	k.	k.	PROPN
fuelectenerg-12766	244	5	messer	messer	PROPN
fuelectenerg-12766	244	6	,	,	PUNCT
fuelectenerg-12766	244	7	w.	w.	PROPN
fuelectenerg-12766	244	8	christmas	christmas	PROPN
fuelectenerg-12766	244	9	and	and	CCONJ
fuelectenerg-12766	244	10	j.	j.	PROPN
fuelectenerg-12766	244	11	kittler	kittler	PROPN
fuelectenerg-12766	244	12	,	,	PUNCT
fuelectenerg-12766	244	13	"	"	PUNCT
fuelectenerg-12766	244	14	automatic	automatic	ADJ
fuelectenerg-12766	244	15	sports	sport	NOUN
fuelectenerg-12766	244	16	classification	classification	NOUN
fuelectenerg-12766	244	17	"	"	PUNCT
fuelectenerg-12766	244	18	,	,	PUNCT
fuelectenerg-12766	244	19	in	in	ADP
fuelectenerg-12766	244	20	proceedings	proceeding	NOUN
fuelectenerg-12766	244	21	of	of	ADP
fuelectenerg-12766	244	22	the	the	DET
fuelectenerg-12766	244	23	ieee	ieee	NOUN
fuelectenerg-12766	244	24	international	international	PROPN
fuelectenerg-12766	244	25	conference	conference	NOUN
fuelectenerg-12766	244	26	on	on	ADP
fuelectenerg-12766	244	27	pattern	pattern	NOUN
fuelectenerg-12766	244	28	recognition	recognition	NOUN
fuelectenerg-12766	244	29	,	,	PUNCT
fuelectenerg-12766	244	30	quebec	quebec	PROPN
fuelectenerg-12766	244	31	city	city	PROPN
fuelectenerg-12766	244	32	,	,	PUNCT
fuelectenerg-12766	244	33	qc	qc	PROPN
fuelectenerg-12766	244	34	,	,	PUNCT
fuelectenerg-12766	244	35	canada	canada	PROPN
fuelectenerg-12766	244	36	,	,	PUNCT
fuelectenerg-12766	244	37	2002	2002	NUM
fuelectenerg-12766	244	38	,	,	PUNCT
fuelectenerg-12766	244	39	vol	vol	NOUN
fuelectenerg-12766	244	40	.	.	PROPN
fuelectenerg-12766	244	41	2	2	NUM
fuelectenerg-12766	244	42	,	,	PUNCT
fuelectenerg-12766	244	43	pp	pp	ADJ
fuelectenerg-12766	244	44	.	.	PUNCT
fuelectenerg-12766	245	1	1005	1005	NUM
fuelectenerg-12766	245	2	-	-	SYM
fuelectenerg-12766	245	3	1008	1008	NUM
fuelectenerg-12766	245	4	.	.	PUNCT
fuelectenerg-12766	246	1	[	[	X
fuelectenerg-12766	246	2	3	3	X
fuelectenerg-12766	246	3	]	]	X
fuelectenerg-12766	246	4	f.	f.	PROPN
fuelectenerg-12766	246	5	cricri	cricri	PROPN
fuelectenerg-12766	246	6	,	,	PUNCT
fuelectenerg-12766	246	7	m.	m.	NOUN
fuelectenerg-12766	246	8	j.	j.	PROPN
fuelectenerg-12766	246	9	roininen	roininen	PROPN
fuelectenerg-12766	246	10	,	,	PUNCT
fuelectenerg-12766	246	11	j.	j.	PROPN
fuelectenerg-12766	246	12	leppanen	leppanen	PROPN
fuelectenerg-12766	246	13	,	,	PUNCT
fuelectenerg-12766	246	14	s.	s.	PROPN
fuelectenerg-12766	246	15	mate	mate	PROPN
fuelectenerg-12766	246	16	,	,	PUNCT
fuelectenerg-12766	246	17	i.	i.	PROPN
fuelectenerg-12766	246	18	d.	d.	PROPN
fuelectenerg-12766	246	19	curcio	curcio	PROPN
fuelectenerg-12766	246	20	,	,	PUNCT
fuelectenerg-12766	246	21	s.	s.	PROPN
fuelectenerg-12766	246	22	uhlmann	uhlmann	PROPN
fuelectenerg-12766	246	23	and	and	CCONJ
fuelectenerg-12766	246	24	m.	m.	NOUN
fuelectenerg-12766	246	25	gabbouj	gabbouj	NOUN
fuelectenerg-12766	246	26	,	,	PUNCT
fuelectenerg-12766	246	27	"	"	PUNCT
fuelectenerg-12766	246	28	sport	sport	NOUN
fuelectenerg-12766	246	29	type	type	NOUN
fuelectenerg-12766	246	30	classification	classification	NOUN
fuelectenerg-12766	246	31	of	of	ADP
fuelectenerg-12766	246	32	mobile	mobile	ADJ
fuelectenerg-12766	246	33	videos	video	NOUN
fuelectenerg-12766	246	34	"	"	PUNCT
fuelectenerg-12766	246	35	,	,	PUNCT
fuelectenerg-12766	246	36	ieee	ieee	PROPN
fuelectenerg-12766	246	37	trans	tran	NOUN
fuelectenerg-12766	246	38	.	.	PUNCT
fuelectenerg-12766	247	1	multimedia	multimedia	PROPN
fuelectenerg-12766	247	2	,	,	PUNCT
fuelectenerg-12766	247	3	vol	vol	NOUN
fuelectenerg-12766	247	4	.	.	PROPN
fuelectenerg-12766	247	5	16	16	NUM
fuelectenerg-12766	247	6	,	,	PUNCT
fuelectenerg-12766	247	7	no	no	INTJ
fuelectenerg-12766	247	8	.	.	NOUN
fuelectenerg-12766	247	9	4	4	NUM
fuelectenerg-12766	247	10	,	,	PUNCT
fuelectenerg-12766	247	11	pp	pp	ADJ
fuelectenerg-12766	247	12	.	.	PUNCT
fuelectenerg-12766	248	1	917	917	NUM
fuelectenerg-12766	248	2	-	-	SYM
fuelectenerg-12766	248	3	932	932	NUM
fuelectenerg-12766	248	4	,	,	PUNCT
fuelectenerg-12766	248	5	2014	2014	NUM
fuelectenerg-12766	248	6	.	.	PUNCT
fuelectenerg-12766	249	1	[	[	X
fuelectenerg-12766	249	2	4	4	X
fuelectenerg-12766	249	3	]	]	X
fuelectenerg-12766	249	4	p.	p.	NOUN
fuelectenerg-12766	249	5	campr	campr	NOUN
fuelectenerg-12766	249	6	,	,	PUNCT
fuelectenerg-12766	249	7	m.	m.	NOUN
fuelectenerg-12766	249	8	herbig	herbig	PROPN
fuelectenerg-12766	249	9	,	,	PUNCT
fuelectenerg-12766	249	10	j.	j.	PROPN
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fuelectenerg-12766	249	12	and	and	CCONJ
fuelectenerg-12766	249	13	j.	j.	PROPN
fuelectenerg-12766	249	14	psutka	psutka	PROPN
fuelectenerg-12766	249	15	,	,	PUNCT
fuelectenerg-12766	249	16	"	"	PUNCT
fuelectenerg-12766	249	17	sports	sport	NOUN
fuelectenerg-12766	249	18	video	video	NOUN
fuelectenerg-12766	249	19	classification	classification	NOUN
fuelectenerg-12766	249	20	in	in	ADP
fuelectenerg-12766	249	21	continuous	continuous	ADJ
fuelectenerg-12766	249	22	tv	tv	NOUN
fuelectenerg-12766	249	23	broadcasts	broadcast	NOUN
fuelectenerg-12766	249	24	"	"	PUNCT
fuelectenerg-12766	249	25	,	,	PUNCT
fuelectenerg-12766	249	26	in	in	ADP
fuelectenerg-12766	249	27	proceedings	proceeding	NOUN
fuelectenerg-12766	249	28	of	of	ADP
fuelectenerg-12766	249	29	the	the	DET
fuelectenerg-12766	249	30	12th	12th	ADJ
fuelectenerg-12766	249	31	ieee	ieee	PROPN
fuelectenerg-12766	249	32	international	international	ADJ
fuelectenerg-12766	249	33	conference	conference	NOUN
fuelectenerg-12766	249	34	on	on	ADP
fuelectenerg-12766	249	35	signal	signal	ADJ
fuelectenerg-12766	249	36	processing	processing	NOUN
fuelectenerg-12766	249	37	(	(	PUNCT
fuelectenerg-12766	249	38	icsp	icsp	ADJ
fuelectenerg-12766	249	39	)	)	PUNCT
fuelectenerg-12766	249	40	,	,	PUNCT
fuelectenerg-12766	249	41	2014	2014	NUM
fuelectenerg-12766	249	42	,	,	PUNCT
fuelectenerg-12766	249	43	pp	pp	ADV
fuelectenerg-12766	249	44	.	.	PUNCT
fuelectenerg-12766	249	45	648	648	NUM
fuelectenerg-12766	249	46	-	-	SYM
fuelectenerg-12766	249	47	652	652	NUM
fuelectenerg-12766	249	48	.	.	PUNCT
fuelectenerg-12766	250	1	[	[	X
fuelectenerg-12766	250	2	5	5	X
fuelectenerg-12766	250	3	]	]	PUNCT
fuelectenerg-12766	250	4	m.	m.	NOUN
fuelectenerg-12766	250	5	a.	a.	NOUN
fuelectenerg-12766	250	6	russo	russo	PROPN
fuelectenerg-12766	250	7	,	,	PUNCT
fuelectenerg-12766	250	8	a.	a.	PROPN
fuelectenerg-12766	250	9	filonenko	filonenko	PROPN
fuelectenerg-12766	250	10	and	and	CCONJ
fuelectenerg-12766	250	11	k.-h	k.-h	PROPN
fuelectenerg-12766	250	12	.	.	PUNCT
fuelectenerg-12766	251	1	jo	jo	PROPN
fuelectenerg-12766	251	2	,	,	PUNCT
fuelectenerg-12766	251	3	"	"	PUNCT
fuelectenerg-12766	251	4	sports	sport	NOUN
fuelectenerg-12766	251	5	classification	classification	NOUN
fuelectenerg-12766	251	6	in	in	ADP
fuelectenerg-12766	251	7	sequential	sequential	ADJ
fuelectenerg-12766	251	8	frames	frame	NOUN
fuelectenerg-12766	251	9	using	use	VERB
fuelectenerg-12766	251	10	cnn	cnn	PROPN
fuelectenerg-12766	251	11	and	and	CCONJ
fuelectenerg-12766	251	12	rnn	rnn	PROPN
fuelectenerg-12766	251	13	"	"	PUNCT
fuelectenerg-12766	251	14	,	,	PUNCT
fuelectenerg-12766	251	15	in	in	ADP
fuelectenerg-12766	251	16	proceedings	proceeding	NOUN
fuelectenerg-12766	251	17	of	of	ADP
fuelectenerg-12766	251	18	the	the	DET
fuelectenerg-12766	251	19	ieee	ieee	NOUN
fuelectenerg-12766	251	20	international	international	PROPN
fuelectenerg-12766	251	21	conference	conference	NOUN
fuelectenerg-12766	251	22	on	on	ADP
fuelectenerg-12766	251	23	information	information	NOUN
fuelectenerg-12766	251	24	and	and	CCONJ
fuelectenerg-12766	251	25	communication	communication	NOUN
fuelectenerg-12766	251	26	technology	technology	NOUN
fuelectenerg-12766	251	27	robotics	robotic	NOUN
fuelectenerg-12766	251	28	(	(	PUNCT
fuelectenerg-12766	251	29	ict	ict	NOUN
fuelectenerg-12766	251	30	-	-	PUNCT
fuelectenerg-12766	251	31	robot	robot	NOUN
fuelectenerg-12766	251	32	)	)	PUNCT
fuelectenerg-12766	251	33	,	,	PUNCT
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fuelectenerg-12766	251	35	,	,	PUNCT
fuelectenerg-12766	251	36	pp	pp	ADJ
fuelectenerg-12766	251	37	.	.	PUNCT
fuelectenerg-12766	252	1	1	1	NUM
fuelectenerg-12766	252	2	-	-	SYM
fuelectenerg-12766	252	3	3	3	NUM
fuelectenerg-12766	252	4	.	.	PUNCT
fuelectenerg-12766	253	1	[	[	X
fuelectenerg-12766	253	2	6	6	NUM
fuelectenerg-12766	253	3	]	]	PUNCT
fuelectenerg-12766	253	4	a.	a.	NOUN
fuelectenerg-12766	253	5	j.	j.	PROPN
fuelectenerg-12766	253	6	eronen	eronen	PROPN
fuelectenerg-12766	253	7	,	,	PUNCT
fuelectenerg-12766	253	8	v.	v.	ADP
fuelectenerg-12766	253	9	t.	t.	PROPN
fuelectenerg-12766	253	10	peltonen	peltonen	PROPN
fuelectenerg-12766	253	11	,	,	PUNCT
fuelectenerg-12766	253	12	j.	j.	PROPN
fuelectenerg-12766	253	13	t.	t.	PROPN
fuelectenerg-12766	253	14	tuomi	tuomi	PROPN
fuelectenerg-12766	253	15	,	,	PUNCT
fuelectenerg-12766	253	16	a.	a.	PROPN
fuelectenerg-12766	253	17	p.	p.	PROPN
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fuelectenerg-12766	253	19	,	,	PUNCT
fuelectenerg-12766	253	20	s.	s.	PROPN
fuelectenerg-12766	253	21	fagerlund	fagerlund	PROPN
fuelectenerg-12766	253	22	,	,	PUNCT
fuelectenerg-12766	253	23	t.	t.	PROPN
fuelectenerg-12766	253	24	sorsa	sorsa	PROPN
fuelectenerg-12766	253	25	,	,	PUNCT
fuelectenerg-12766	253	26	g.	g.	PROPN
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fuelectenerg-12766	253	28	and	and	CCONJ
fuelectenerg-12766	253	29	j.	j.	PROPN
fuelectenerg-12766	253	30	huopaniemi	huopaniemi	PROPN
fuelectenerg-12766	253	31	,	,	PUNCT
fuelectenerg-12766	253	32	"	"	PUNCT
fuelectenerg-12766	253	33	audio	audio	NOUN
fuelectenerg-12766	253	34	-	-	PUNCT
fuelectenerg-12766	253	35	based	base	VERB
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fuelectenerg-12766	253	38	"	"	PUNCT
fuelectenerg-12766	253	39	,	,	PUNCT
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fuelectenerg-12766	253	41	trans	trans	PROPN
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fuelectenerg-12766	253	46	lang	lang	PROPN
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fuelectenerg-12766	253	49	.	.	PUNCT
fuelectenerg-12766	254	1	,	,	PUNCT
fuelectenerg-12766	254	2	vol	vol	NOUN
fuelectenerg-12766	254	3	.	.	PROPN
fuelectenerg-12766	255	1	14	14	NUM
fuelectenerg-12766	255	2	,	,	PUNCT
fuelectenerg-12766	255	3	no	no	INTJ
fuelectenerg-12766	255	4	.	.	NOUN
fuelectenerg-12766	255	5	1	1	NUM
fuelectenerg-12766	255	6	,	,	PUNCT
fuelectenerg-12766	255	7	pp	pp	ADJ
fuelectenerg-12766	255	8	.	.	PUNCT
fuelectenerg-12766	256	1	321	321	NUM
fuelectenerg-12766	256	2	-	-	SYM
fuelectenerg-12766	256	3	329	329	NUM
fuelectenerg-12766	256	4	,	,	PUNCT
fuelectenerg-12766	256	5	2005	2005	NUM
fuelectenerg-12766	256	6	.	.	PUNCT
fuelectenerg-12766	257	1	[	[	X
fuelectenerg-12766	257	2	7	7	X
fuelectenerg-12766	257	3	]	]	X
fuelectenerg-12766	257	4	r.	r.	PROPN
fuelectenerg-12766	257	5	gade	gade	PROPN
fuelectenerg-12766	257	6	,	,	PUNCT
fuelectenerg-12766	257	7	m.	m.	NOUN
fuelectenerg-12766	257	8	abou	abou	PROPN
fuelectenerg-12766	257	9	-	-	PROPN
fuelectenerg-12766	257	10	zleikha	zleikha	PROPN
fuelectenerg-12766	257	11	,	,	PUNCT
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fuelectenerg-12766	257	13	græsbøll	græsbøll	PROPN
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fuelectenerg-12766	257	15	and	and	CCONJ
fuelectenerg-12766	257	16	t.	t.	PROPN
fuelectenerg-12766	257	17	b.	b.	PROPN
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fuelectenerg-12766	257	19	,	,	PUNCT
fuelectenerg-12766	257	20	"	"	PUNCT
fuelectenerg-12766	257	21	audio	audio	ADJ
fuelectenerg-12766	257	22	-	-	ADJ
fuelectenerg-12766	257	23	visual	visual	ADJ
fuelectenerg-12766	257	24	classification	classification	NOUN
fuelectenerg-12766	257	25	of	of	ADP
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fuelectenerg-12766	257	28	"	"	PUNCT
fuelectenerg-12766	257	29	,	,	PUNCT
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fuelectenerg-12766	257	31	proceedings	proceeding	NOUN
fuelectenerg-12766	257	32	of	of	ADP
fuelectenerg-12766	257	33	the	the	DET
fuelectenerg-12766	257	34	ieee	ieee	NOUN
fuelectenerg-12766	257	35	international	international	PROPN
fuelectenerg-12766	257	36	conference	conference	NOUN
fuelectenerg-12766	257	37	on	on	ADP
fuelectenerg-12766	257	38	computer	computer	NOUN
fuelectenerg-12766	257	39	vision	vision	NOUN
fuelectenerg-12766	257	40	workshops	workshop	NOUN
fuelectenerg-12766	257	41	,	,	PUNCT
fuelectenerg-12766	257	42	2015	2015	NUM
fuelectenerg-12766	257	43	,	,	PUNCT
fuelectenerg-12766	257	44	pp	pp	ADJ
fuelectenerg-12766	257	45	.	.	PUNCT
fuelectenerg-12766	258	1	51	51	NUM
fuelectenerg-12766	258	2	-	-	SYM
fuelectenerg-12766	258	3	56	56	NUM
fuelectenerg-12766	258	4	.	.	NUM
fuelectenerg-12766	259	1	52	52	NUM
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fuelectenerg-12766	259	3	ranjan	ranjan	PROPN
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fuelectenerg-12766	259	8	,	,	PUNCT
fuelectenerg-12766	259	9	v.	v.	ADP
fuelectenerg-12766	259	10	singh	singh	PROPN
fuelectenerg-12766	259	11	,	,	PUNCT
fuelectenerg-12766	259	12	a.	a.	NOUN
fuelectenerg-12766	259	13	sharma	sharma	PROPN
fuelectenerg-12766	259	14	,	,	PUNCT
fuelectenerg-12766	259	15	s.	s.	PROPN
fuelectenerg-12766	259	16	kumar	kumar	PROPN
fuelectenerg-12766	260	1	[	[	X
fuelectenerg-12766	260	2	8	8	NUM
fuelectenerg-12766	260	3	]	]	PUNCT
fuelectenerg-12766	260	4	v.	v.	CCONJ
fuelectenerg-12766	260	5	ellappan	ellappan	PROPN
fuelectenerg-12766	260	6	and	and	CCONJ
fuelectenerg-12766	260	7	r.	r.	PROPN
fuelectenerg-12766	260	8	rajasekaran	rajasekaran	NOUN
fuelectenerg-12766	260	9	,	,	PUNCT
fuelectenerg-12766	260	10	"	"	PUNCT
fuelectenerg-12766	260	11	event	event	NOUN
fuelectenerg-12766	260	12	recognition	recognition	NOUN
fuelectenerg-12766	260	13	and	and	CCONJ
fuelectenerg-12766	260	14	classification	classification	NOUN
fuelectenerg-12766	260	15	in	in	ADP
fuelectenerg-12766	260	16	sports	sport	NOUN
fuelectenerg-12766	260	17	video	video	NOUN
fuelectenerg-12766	260	18	"	"	PUNCT
fuelectenerg-12766	260	19	,	,	PUNCT
fuelectenerg-12766	260	20	”	"	PUNCT
fuelectenerg-12766	260	21	in	in	ADP
fuelectenerg-12766	260	22	proceedings	proceeding	NOUN
fuelectenerg-12766	260	23	of	of	ADP
fuelectenerg-12766	260	24	the	the	DET
fuelectenerg-12766	260	25	2017	2017	NUM
fuelectenerg-12766	260	26	second	second	ADJ
fuelectenerg-12766	260	27	ieee	ieee	NOUN
fuelectenerg-12766	260	28	international	international	ADJ
fuelectenerg-12766	260	29	conference	conference	NOUN
fuelectenerg-12766	260	30	on	on	ADP
fuelectenerg-12766	260	31	recent	recent	ADJ
fuelectenerg-12766	260	32	trends	trend	NOUN
fuelectenerg-12766	260	33	and	and	CCONJ
fuelectenerg-12766	260	34	challenges	challenge	NOUN
fuelectenerg-12766	260	35	in	in	ADP
fuelectenerg-12766	260	36	computational	computational	ADJ
fuelectenerg-12766	260	37	models	model	NOUN
fuelectenerg-12766	260	38	(	(	PUNCT
fuelectenerg-12766	260	39	icrtccm	icrtccm	NOUN
fuelectenerg-12766	260	40	)	)	PUNCT
fuelectenerg-12766	260	41	,	,	PUNCT
fuelectenerg-12766	260	42	2017	2017	NUM
fuelectenerg-12766	260	43	,	,	PUNCT
fuelectenerg-12766	260	44	pp	pp	ADJ
fuelectenerg-12766	260	45	.	.	PUNCT
fuelectenerg-12766	260	46	182	182	NUM
fuelectenerg-12766	260	47	-	-	SYM
fuelectenerg-12766	260	48	187	187	NUM
fuelectenerg-12766	260	49	.	.	PUNCT
fuelectenerg-12766	261	1	[	[	X
fuelectenerg-12766	261	2	9	9	NUM
fuelectenerg-12766	261	3	]	]	PUNCT
fuelectenerg-12766	261	4	k.	k.	NOUN
fuelectenerg-12766	261	5	he	he	PROPN
fuelectenerg-12766	261	6	,	,	PUNCT
fuelectenerg-12766	261	7	x.	x.	PROPN
fuelectenerg-12766	261	8	zhang	zhang	PROPN
fuelectenerg-12766	261	9	,	,	PUNCT
fuelectenerg-12766	261	10	s.	s.	PROPN
fuelectenerg-12766	261	11	ren	ren	PROPN
fuelectenerg-12766	261	12	and	and	CCONJ
fuelectenerg-12766	261	13	j.	j.	PROPN
fuelectenerg-12766	261	14	sun	sun	PROPN
fuelectenerg-12766	261	15	,	,	PUNCT
fuelectenerg-12766	261	16	"	"	PUNCT
fuelectenerg-12766	261	17	deep	deep	ADJ
fuelectenerg-12766	261	18	residual	residual	ADJ
fuelectenerg-12766	261	19	learning	learning	NOUN
fuelectenerg-12766	261	20	for	for	ADP
fuelectenerg-12766	261	21	image	image	NOUN
fuelectenerg-12766	261	22	recognition	recognition	NOUN
fuelectenerg-12766	261	23	"	"	PUNCT
fuelectenerg-12766	261	24	,	,	PUNCT
fuelectenerg-12766	261	25	in	in	ADP
fuelectenerg-12766	261	26	proceedings	proceeding	NOUN
fuelectenerg-12766	261	27	of	of	ADP
fuelectenerg-12766	261	28	the	the	DET
fuelectenerg-12766	261	29	ieee	ieee	NOUN
fuelectenerg-12766	261	30	conference	conference	NOUN
fuelectenerg-12766	261	31	on	on	ADP
fuelectenerg-12766	261	32	computer	computer	NOUN
fuelectenerg-12766	261	33	vision	vision	NOUN
fuelectenerg-12766	261	34	and	and	CCONJ
fuelectenerg-12766	261	35	pattern	pattern	NOUN
fuelectenerg-12766	261	36	recognition	recognition	NOUN
fuelectenerg-12766	261	37	,	,	PUNCT
fuelectenerg-12766	261	38	2016	2016	NUM
fuelectenerg-12766	261	39	,	,	PUNCT
fuelectenerg-12766	261	40	pp	pp	ADJ
fuelectenerg-12766	261	41	.	.	PUNCT
fuelectenerg-12766	262	1	770	770	NUM
fuelectenerg-12766	262	2	-	-	SYM
fuelectenerg-12766	262	3	778	778	NUM
fuelectenerg-12766	262	4	.	.	PUNCT
fuelectenerg-12766	263	1	[	[	X
fuelectenerg-12766	263	2	10	10	NUM
fuelectenerg-12766	263	3	]	]	X
fuelectenerg-12766	263	4	y.	y.	PROPN
fuelectenerg-12766	263	5	hong	hong	PROPN
fuelectenerg-12766	263	6	,	,	PUNCT
fuelectenerg-12766	263	7	c.	c.	PROPN
fuelectenerg-12766	263	8	ling	ling	PROPN
fuelectenerg-12766	263	9	and	and	CCONJ
fuelectenerg-12766	263	10	z.	z.	PROPN
fuelectenerg-12766	263	11	ye	ye	PROPN
fuelectenerg-12766	263	12	,	,	PUNCT
fuelectenerg-12766	263	13	"	"	PUNCT
fuelectenerg-12766	263	14	end	end	NOUN
fuelectenerg-12766	263	15	-	-	PUNCT
fuelectenerg-12766	263	16	to	to	ADP
fuelectenerg-12766	263	17	-	-	PUNCT
fuelectenerg-12766	263	18	end	end	NOUN
fuelectenerg-12766	263	19	soccer	soccer	NOUN
fuelectenerg-12766	263	20	video	video	NOUN
fuelectenerg-12766	263	21	scene	scene	NOUN
fuelectenerg-12766	263	22	and	and	CCONJ
fuelectenerg-12766	263	23	event	event	NOUN
fuelectenerg-12766	263	24	classification	classification	NOUN
fuelectenerg-12766	263	25	with	with	ADP
fuelectenerg-12766	263	26	deep	deep	ADJ
fuelectenerg-12766	263	27	transfer	transfer	NOUN
fuelectenerg-12766	263	28	learning	learning	NOUN
fuelectenerg-12766	263	29	"	"	PUNCT
fuelectenerg-12766	263	30	,	,	PUNCT
fuelectenerg-12766	263	31	in	in	ADP
fuelectenerg-12766	263	32	proceedings	proceeding	NOUN
fuelectenerg-12766	263	33	of	of	ADP
fuelectenerg-12766	263	34	the	the	DET
fuelectenerg-12766	263	35	ieee	ieee	NOUN
fuelectenerg-12766	263	36	international	international	PROPN
fuelectenerg-12766	263	37	conference	conference	NOUN
fuelectenerg-12766	263	38	on	on	ADP
fuelectenerg-12766	263	39	intelligent	intelligent	ADJ
fuelectenerg-12766	263	40	systems	system	NOUN
fuelectenerg-12766	263	41	and	and	CCONJ
fuelectenerg-12766	263	42	computer	computer	NOUN
fuelectenerg-12766	263	43	vision	vision	NOUN
fuelectenerg-12766	263	44	(	(	PUNCT
fuelectenerg-12766	263	45	iscv	iscv	NOUN
fuelectenerg-12766	263	46	)	)	PUNCT
fuelectenerg-12766	263	47	,	,	PUNCT
fuelectenerg-12766	263	48	2018	2018	NUM
fuelectenerg-12766	263	49	,	,	PUNCT
fuelectenerg-12766	263	50	pp	pp	ADJ
fuelectenerg-12766	263	51	.	.	PUNCT
fuelectenerg-12766	264	1	1	1	NUM
fuelectenerg-12766	264	2	-	-	SYM
fuelectenerg-12766	264	3	4	4	NUM
fuelectenerg-12766	264	4	.	.	PUNCT
fuelectenerg-12766	265	1	[	[	X
fuelectenerg-12766	265	2	11	11	NUM
fuelectenerg-12766	265	3	]	]	PUNCT
fuelectenerg-12766	265	4	m.	m.	NOUN
fuelectenerg-12766	265	5	h.	h.	PROPN
fuelectenerg-12766	265	6	sigari	sigari	PROPN
fuelectenerg-12766	265	7	,	,	PUNCT
fuelectenerg-12766	265	8	s.	s.	PROPN
fuelectenerg-12766	265	9	a.	a.	PROPN
fuelectenerg-12766	265	10	sureshjani	sureshjani	PROPN
fuelectenerg-12766	265	11	and	and	CCONJ
fuelectenerg-12766	265	12	h.	h.	PROPN
fuelectenerg-12766	265	13	soltanian	soltanian	PROPN
fuelectenerg-12766	265	14	-	-	PUNCT
fuelectenerg-12766	265	15	zadeh	zadeh	PROPN
fuelectenerg-12766	265	16	,	,	PUNCT
fuelectenerg-12766	265	17	"	"	PUNCT
fuelectenerg-12766	265	18	sports	sport	NOUN
fuelectenerg-12766	265	19	video	video	NOUN
fuelectenerg-12766	265	20	classification	classification	NOUN
fuelectenerg-12766	265	21	using	use	VERB
fuelectenerg-12766	265	22	an	an	DET
fuelectenerg-12766	265	23	ensemble	ensemble	ADJ
fuelectenerg-12766	265	24	classifier	classifier	NOUN
fuelectenerg-12766	265	25	"	"	PUNCT
fuelectenerg-12766	265	26	,	,	PUNCT
fuelectenerg-12766	265	27	in	in	ADP
fuelectenerg-12766	265	28	proceedings	proceeding	NOUN
fuelectenerg-12766	265	29	of	of	ADP
fuelectenerg-12766	265	30	the	the	DET
fuelectenerg-12766	265	31	7th	7th	ADJ
fuelectenerg-12766	265	32	iranian	iranian	ADJ
fuelectenerg-12766	265	33	ieee	ieee	PROPN
fuelectenerg-12766	265	34	conference	conference	NOUN
fuelectenerg-12766	265	35	on	on	ADP
fuelectenerg-12766	265	36	machine	machine	NOUN
fuelectenerg-12766	265	37	vision	vision	NOUN
fuelectenerg-12766	265	38	and	and	CCONJ
fuelectenerg-12766	265	39	image	image	NOUN
fuelectenerg-12766	265	40	processing	processing	NOUN
fuelectenerg-12766	265	41	,	,	PUNCT
fuelectenerg-12766	265	42	2011	2011	NUM
fuelectenerg-12766	265	43	,	,	PUNCT
fuelectenerg-12766	265	44	pp	pp	ADJ
fuelectenerg-12766	265	45	.	.	PUNCT
fuelectenerg-12766	266	1	1	1	NUM
fuelectenerg-12766	266	2	-	-	SYM
fuelectenerg-12766	266	3	4	4	NUM
fuelectenerg-12766	266	4	.	.	PUNCT
fuelectenerg-12766	267	1	[	[	X
fuelectenerg-12766	267	2	12	12	NUM
fuelectenerg-12766	267	3	]	]	X
fuelectenerg-12766	267	4	y.	y.	PROPN
fuelectenerg-12766	267	5	xing	xing	PROPN
fuelectenerg-12766	267	6	,	,	PUNCT
fuelectenerg-12766	267	7	c.	c.	PROPN
fuelectenerg-12766	267	8	lv	lv	PROPN
fuelectenerg-12766	267	9	,	,	PUNCT
fuelectenerg-12766	267	10	h.	h.	PROPN
fuelectenerg-12766	267	11	wang	wang	PROPN
fuelectenerg-12766	267	12	,	,	PUNCT
fuelectenerg-12766	267	13	d.	d.	PROPN
fuelectenerg-12766	267	14	cao	cao	PROPN
fuelectenerg-12766	267	15	,	,	PUNCT
fuelectenerg-12766	267	16	e.	e.	PROPN
fuelectenerg-12766	267	17	velenis	velenis	PROPN
fuelectenerg-12766	267	18	and	and	CCONJ
fuelectenerg-12766	267	19	f.-y	f.-y	PROPN
fuelectenerg-12766	267	20	.	.	PUNCT
fuelectenerg-12766	268	1	wang	wang	PROPN
fuelectenerg-12766	268	2	,	,	PUNCT
fuelectenerg-12766	268	3	"	"	PUNCT
fuelectenerg-12766	268	4	driver	driver	NOUN
fuelectenerg-12766	268	5	activity	activity	NOUN
fuelectenerg-12766	268	6	recognition	recognition	NOUN
fuelectenerg-12766	268	7	for	for	ADP
fuelectenerg-12766	268	8	intelligent	intelligent	ADJ
fuelectenerg-12766	268	9	vehicles	vehicle	NOUN
fuelectenerg-12766	268	10	:	:	PUNCT
fuelectenerg-12766	268	11	a	a	DET
fuelectenerg-12766	268	12	deep	deep	ADJ
fuelectenerg-12766	268	13	learning	learning	NOUN
fuelectenerg-12766	268	14	approach	approach	NOUN
fuelectenerg-12766	268	15	"	"	PUNCT
fuelectenerg-12766	268	16	,	,	PUNCT
fuelectenerg-12766	268	17	ieee	ieee	PROPN
fuelectenerg-12766	268	18	trans	trans	PROPN
fuelectenerg-12766	268	19	.	.	PUNCT
fuelectenerg-12766	269	1	veh	veh	PROPN
fuelectenerg-12766	269	2	.	.	PROPN
fuelectenerg-12766	269	3	technol	technol	PROPN
fuelectenerg-12766	269	4	.	.	PROPN
fuelectenerg-12766	269	5	,	,	PUNCT
fuelectenerg-12766	269	6	vol	vol	NOUN
fuelectenerg-12766	269	7	.	.	PROPN
fuelectenerg-12766	270	1	68	68	NUM
fuelectenerg-12766	270	2	,	,	PUNCT
fuelectenerg-12766	270	3	no	no	INTJ
fuelectenerg-12766	270	4	.	.	NOUN
fuelectenerg-12766	270	5	6	6	NUM
fuelectenerg-12766	270	6	,	,	PUNCT
fuelectenerg-12766	270	7	pp	pp	ADJ
fuelectenerg-12766	270	8	.	.	PUNCT
fuelectenerg-12766	271	1	5379	5379	NUM
fuelectenerg-12766	271	2	-	-	SYM
fuelectenerg-12766	271	3	5390	5390	NUM
fuelectenerg-12766	271	4	,	,	PUNCT
fuelectenerg-12766	271	5	2019	2019	NUM
fuelectenerg-12766	271	6	.	.	PUNCT
fuelectenerg-12766	272	1	[	[	X
fuelectenerg-12766	272	2	13	13	NUM
fuelectenerg-12766	272	3	]	]	PUNCT
fuelectenerg-12766	272	4	k.	k.	NOUN
fuelectenerg-12766	272	5	simonyan	simonyan	PROPN
fuelectenerg-12766	272	6	and	and	CCONJ
fuelectenerg-12766	272	7	a.	a.	NOUN
fuelectenerg-12766	272	8	zisserman	zisserman	PROPN
fuelectenerg-12766	272	9	,	,	PUNCT
fuelectenerg-12766	272	10	"	"	PUNCT
fuelectenerg-12766	272	11	very	very	ADV
fuelectenerg-12766	272	12	deep	deep	ADJ
fuelectenerg-12766	272	13	convolutional	convolutional	ADJ
fuelectenerg-12766	272	14	networks	network	NOUN
fuelectenerg-12766	272	15	for	for	ADP
fuelectenerg-12766	272	16	large	large	ADJ
fuelectenerg-12766	272	17	-	-	PUNCT
fuelectenerg-12766	272	18	scale	scale	NOUN
fuelectenerg-12766	272	19	image	image	NOUN
fuelectenerg-12766	272	20	recognition	recognition	NOUN
fuelectenerg-12766	272	21	"	"	PUNCT
fuelectenerg-12766	272	22	,	,	PUNCT
fuelectenerg-12766	272	23	arxiv	arxiv	PROPN
fuelectenerg-12766	272	24	preprint	preprint	NOUN
fuelectenerg-12766	272	25	,	,	PUNCT
fuelectenerg-12766	272	26	arxiv:1409.1556	arxiv:1409.1556	NOUN
fuelectenerg-12766	272	27	,	,	PUNCT
fuelectenerg-12766	272	28	2014	2014	NUM
fuelectenerg-12766	272	29	.	.	PUNCT
fuelectenerg-12766	273	1	[	[	X
fuelectenerg-12766	273	2	14	14	NUM
fuelectenerg-12766	273	3	]	]	PUNCT
fuelectenerg-12766	273	4	r.	r.	PROPN
fuelectenerg-12766	273	5	k.	k.	PROPN
fuelectenerg-12766	273	6	srivastava	srivastava	PROPN
fuelectenerg-12766	273	7	,	,	PUNCT
fuelectenerg-12766	273	8	k.	k.	PROPN
fuelectenerg-12766	273	9	greff	greff	PROPN
fuelectenerg-12766	273	10	and	and	CCONJ
fuelectenerg-12766	273	11	j.	j.	PROPN
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fuelectenerg-12766	273	13	,	,	PUNCT
fuelectenerg-12766	273	14	"	"	PUNCT
fuelectenerg-12766	273	15	highway	highway	NOUN
fuelectenerg-12766	273	16	networks	network	NOUN
fuelectenerg-12766	273	17	"	"	PUNCT
fuelectenerg-12766	273	18	,	,	PUNCT
fuelectenerg-12766	273	19	arxiv	arxiv	PROPN
fuelectenerg-12766	273	20	preprint	preprint	NOUN
fuelectenerg-12766	273	21	,	,	PUNCT
fuelectenerg-12766	273	22	arxiv:1505.00387	arxiv:1505.00387	NUM
fuelectenerg-12766	273	23	,	,	PUNCT
fuelectenerg-12766	273	24	2015	2015	NUM
fuelectenerg-12766	273	25	.	.	PUNCT
fuelectenerg-12766	274	1	[	[	X
fuelectenerg-12766	274	2	15	15	NUM
fuelectenerg-12766	274	3	]	]	PUNCT
fuelectenerg-12766	274	4	a.	a.	NOUN
fuelectenerg-12766	274	5	ekin	ekin	PROPN
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fuelectenerg-12766	274	8	m.	m.	NOUN
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fuelectenerg-12766	274	10	and	and	CCONJ
fuelectenerg-12766	274	11	r.	r.	PROPN
fuelectenerg-12766	274	12	mehrotra	mehrotra	PROPN
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fuelectenerg-12766	274	14	"	"	PUNCT
fuelectenerg-12766	274	15	automatic	automatic	ADJ
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fuelectenerg-12766	274	17	video	video	NOUN
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fuelectenerg-12766	274	19	and	and	CCONJ
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fuelectenerg-12766	274	21	"	"	PUNCT
fuelectenerg-12766	274	22	,	,	PUNCT
fuelectenerg-12766	274	23	ieee	ieee	PROPN
fuelectenerg-12766	274	24	trans	trans	PROPN
fuelectenerg-12766	274	25	.	.	PUNCT
fuelectenerg-12766	274	26	image	image	NOUN
fuelectenerg-12766	274	27	process	process	NOUN
fuelectenerg-12766	274	28	.	.	PUNCT
fuelectenerg-12766	274	29	,	,	PUNCT
fuelectenerg-12766	274	30	vol	vol	NOUN
fuelectenerg-12766	274	31	.	.	PROPN
fuelectenerg-12766	274	32	12	12	NUM
fuelectenerg-12766	274	33	,	,	PUNCT
fuelectenerg-12766	274	34	no	no	INTJ
fuelectenerg-12766	274	35	.	.	NOUN
fuelectenerg-12766	274	36	7	7	NUM
fuelectenerg-12766	274	37	,	,	PUNCT
fuelectenerg-12766	274	38	pp	pp	ADJ
fuelectenerg-12766	274	39	.	.	PUNCT
fuelectenerg-12766	275	1	796	796	NUM
fuelectenerg-12766	275	2	-	-	SYM
fuelectenerg-12766	275	3	807	807	NUM
fuelectenerg-12766	275	4	,	,	PUNCT
fuelectenerg-12766	275	5	2003	2003	NUM
fuelectenerg-12766	275	6	.	.	PUNCT
fuelectenerg-12766	276	1	[	[	X
fuelectenerg-12766	276	2	16	16	NUM
fuelectenerg-12766	276	3	]	]	X
fuelectenerg-12766	276	4	h.	h.	PROPN
fuelectenerg-12766	276	5	jiang	jiang	PROPN
fuelectenerg-12766	276	6	,	,	PUNCT
fuelectenerg-12766	276	7	y.	y.	PROPN
fuelectenerg-12766	276	8	lu	lu	PROPN
fuelectenerg-12766	276	9	and	and	CCONJ
fuelectenerg-12766	276	10	j.	j.	PROPN
fuelectenerg-12766	276	11	xue	xue	PROPN
fuelectenerg-12766	276	12	,	,	PUNCT
fuelectenerg-12766	276	13	"	"	PUNCT
fuelectenerg-12766	276	14	automatic	automatic	ADJ
fuelectenerg-12766	276	15	soccer	soccer	NOUN
fuelectenerg-12766	276	16	video	video	NOUN
fuelectenerg-12766	276	17	event	event	NOUN
fuelectenerg-12766	276	18	detection	detection	NOUN
fuelectenerg-12766	276	19	based	base	VERB
fuelectenerg-12766	276	20	on	on	ADP
fuelectenerg-12766	276	21	a	a	DET
fuelectenerg-12766	276	22	deep	deep	ADJ
fuelectenerg-12766	276	23	neural	neural	ADJ
fuelectenerg-12766	276	24	network	network	NOUN
fuelectenerg-12766	276	25	combined	combine	VERB
fuelectenerg-12766	276	26	cnn	cnn	PROPN
fuelectenerg-12766	276	27	and	and	CCONJ
fuelectenerg-12766	276	28	rnn	rnn	PROPN
fuelectenerg-12766	276	29	"	"	PUNCT
fuelectenerg-12766	276	30	,	,	PUNCT
fuelectenerg-12766	276	31	”	"	PUNCT
fuelectenerg-12766	276	32	in	in	ADP
fuelectenerg-12766	276	33	proceedings	proceeding	NOUN
fuelectenerg-12766	276	34	28th	28th	ADJ
fuelectenerg-12766	276	35	ieee	ieee	NOUN
fuelectenerg-12766	276	36	international	international	ADJ
fuelectenerg-12766	276	37	conference	conference	NOUN
fuelectenerg-12766	276	38	on	on	ADP
fuelectenerg-12766	276	39	tools	tool	NOUN
fuelectenerg-12766	276	40	with	with	ADP
fuelectenerg-12766	276	41	artificial	artificial	ADJ
fuelectenerg-12766	276	42	intelligence	intelligence	NOUN
fuelectenerg-12766	276	43	(	(	PUNCT
fuelectenerg-12766	276	44	ictai	ictai	PROPN
fuelectenerg-12766	276	45	)	)	PUNCT
fuelectenerg-12766	276	46	,	,	PUNCT
fuelectenerg-12766	276	47	2016	2016	NUM
fuelectenerg-12766	276	48	,	,	PUNCT
fuelectenerg-12766	276	49	pp	pp	ADV
fuelectenerg-12766	276	50	.	.	PUNCT
fuelectenerg-12766	277	1	490	490	NUM
fuelectenerg-12766	277	2	-	-	SYM
fuelectenerg-12766	277	3	494	494	NUM
fuelectenerg-12766	277	4	.	.	PUNCT
fuelectenerg-12766	278	1	[	[	X
fuelectenerg-12766	278	2	17	17	NUM
fuelectenerg-12766	278	3	]	]	PUNCT
fuelectenerg-12766	278	4	s.	s.	PROPN
fuelectenerg-12766	278	5	j.	j.	PROPN
fuelectenerg-12766	278	6	pan	pan	PROPN
fuelectenerg-12766	278	7	and	and	CCONJ
fuelectenerg-12766	278	8	q.	q.	PROPN
fuelectenerg-12766	278	9	yang	yang	PROPN
fuelectenerg-12766	278	10	,	,	PUNCT
fuelectenerg-12766	278	11	"	"	PUNCT
fuelectenerg-12766	278	12	a	a	DET
fuelectenerg-12766	278	13	survey	survey	NOUN
fuelectenerg-12766	278	14	on	on	ADP
fuelectenerg-12766	278	15	transfer	transfer	NOUN
fuelectenerg-12766	278	16	learning	learning	NOUN
fuelectenerg-12766	278	17	"	"	PUNCT
fuelectenerg-12766	278	18	,	,	PUNCT
fuelectenerg-12766	278	19	ieee	ieee	PROPN
fuelectenerg-12766	278	20	trans	trans	PROPN
fuelectenerg-12766	278	21	.	.	PROPN
fuelectenerg-12766	278	22	knowl	knowl	PROPN
fuelectenerg-12766	278	23	.	.	PUNCT
fuelectenerg-12766	279	1	data	data	PROPN
fuelectenerg-12766	279	2	eng	eng	PROPN
fuelectenerg-12766	279	3	.	.	PROPN
fuelectenerg-12766	279	4	,	,	PUNCT
fuelectenerg-12766	279	5	vol	vol	NOUN
fuelectenerg-12766	279	6	.	.	PROPN
fuelectenerg-12766	279	7	22	22	NUM
fuelectenerg-12766	279	8	,	,	PUNCT
fuelectenerg-12766	279	9	no	no	INTJ
fuelectenerg-12766	279	10	.	.	NOUN
fuelectenerg-12766	279	11	10	10	NUM
fuelectenerg-12766	279	12	,	,	PUNCT
fuelectenerg-12766	279	13	pp	pp	ADJ
fuelectenerg-12766	279	14	.	.	PUNCT
fuelectenerg-12766	280	1	13451359	13451359	NUM
fuelectenerg-12766	280	2	,	,	PUNCT
fuelectenerg-12766	280	3	2009	2009	NUM
fuelectenerg-12766	280	4	.	.	PUNCT
fuelectenerg-12766	281	1	[	[	X
fuelectenerg-12766	281	2	18	18	NUM
fuelectenerg-12766	281	3	]	]	PUNCT
fuelectenerg-12766	281	4	a.	a.	NOUN
fuelectenerg-12766	281	5	krizhevsky	krizhevsky	PROPN
fuelectenerg-12766	281	6	,	,	PUNCT
fuelectenerg-12766	281	7	i.	i.	PROPN
fuelectenerg-12766	281	8	sutskever	sutskever	PROPN
fuelectenerg-12766	281	9	and	and	CCONJ
fuelectenerg-12766	281	10	g.	g.	PROPN
fuelectenerg-12766	281	11	e.	e.	PROPN
fuelectenerg-12766	281	12	hinton	hinton	PROPN
fuelectenerg-12766	281	13	,	,	PUNCT
fuelectenerg-12766	281	14	"	"	PUNCT
fuelectenerg-12766	281	15	imagenet	imagenet	ADJ
fuelectenerg-12766	281	16	classification	classification	NOUN
fuelectenerg-12766	281	17	with	with	ADP
fuelectenerg-12766	281	18	deep	deep	ADJ
fuelectenerg-12766	281	19	convolutional	convolutional	ADJ
fuelectenerg-12766	281	20	neural	neural	ADJ
fuelectenerg-12766	281	21	networks	network	NOUN
fuelectenerg-12766	281	22	"	"	PUNCT
fuelectenerg-12766	281	23	,	,	PUNCT
fuelectenerg-12766	281	24	in	in	ADP
fuelectenerg-12766	281	25	advances	advance	NOUN
fuelectenerg-12766	281	26	in	in	ADP
fuelectenerg-12766	281	27	neural	neural	ADJ
fuelectenerg-12766	281	28	information	information	NOUN
fuelectenerg-12766	281	29	processing	processing	NOUN
fuelectenerg-12766	281	30	systems	system	NOUN
fuelectenerg-12766	281	31	,	,	PUNCT
fuelectenerg-12766	281	32	2012	2012	NUM
fuelectenerg-12766	281	33	,	,	PUNCT
fuelectenerg-12766	281	34	pp	pp	ADJ
fuelectenerg-12766	281	35	.	.	PUNCT
fuelectenerg-12766	281	36	1097	1097	NUM
fuelectenerg-12766	281	37	-	-	SYM
fuelectenerg-12766	281	38	1105	1105	NUM
fuelectenerg-12766	281	39	.	.	PUNCT
fuelectenerg-12766	282	1	[	[	X
fuelectenerg-12766	282	2	19	19	NUM
fuelectenerg-12766	282	3	]	]	X
fuelectenerg-12766	282	4	c.	c.	PROPN
fuelectenerg-12766	282	5	k.	k.	PROPN
fuelectenerg-12766	282	6	mohan	mohan	PROPN
fuelectenerg-12766	282	7	and	and	CCONJ
fuelectenerg-12766	282	8	b.	b.	PROPN
fuelectenerg-12766	282	9	yegnanarayana	yegnanarayana	PROPN
fuelectenerg-12766	282	10	,	,	PUNCT
fuelectenerg-12766	282	11	"	"	PUNCT
fuelectenerg-12766	282	12	classification	classification	NOUN
fuelectenerg-12766	282	13	of	of	ADP
fuelectenerg-12766	282	14	sport	sport	NOUN
fuelectenerg-12766	282	15	videos	video	NOUN
fuelectenerg-12766	282	16	using	use	VERB
fuelectenerg-12766	282	17	edge	edge	NOUN
fuelectenerg-12766	282	18	-	-	PUNCT
fuelectenerg-12766	282	19	based	base	VERB
fuelectenerg-12766	282	20	features	feature	NOUN
fuelectenerg-12766	282	21	and	and	CCONJ
fuelectenerg-12766	282	22	autoassociative	autoassociative	ADJ
fuelectenerg-12766	282	23	neural	neural	ADJ
fuelectenerg-12766	282	24	network	network	NOUN
fuelectenerg-12766	282	25	models	model	NOUN
fuelectenerg-12766	282	26	"	"	PUNCT
fuelectenerg-12766	282	27	,	,	PUNCT
fuelectenerg-12766	282	28	signal	signal	VERB
fuelectenerg-12766	282	29	image	image	NOUN
fuelectenerg-12766	282	30	video	video	NOUN
fuelectenerg-12766	282	31	process	process	NOUN
fuelectenerg-12766	282	32	.	.	PUNCT
fuelectenerg-12766	282	33	,	,	PUNCT
fuelectenerg-12766	282	34	vol	vol	NOUN
fuelectenerg-12766	282	35	.	.	PROPN
fuelectenerg-12766	282	36	4	4	NUM
fuelectenerg-12766	282	37	,	,	PUNCT
fuelectenerg-12766	282	38	no	no	INTJ
fuelectenerg-12766	282	39	.	.	NOUN
fuelectenerg-12766	282	40	1	1	NUM
fuelectenerg-12766	282	41	,	,	PUNCT
fuelectenerg-12766	282	42	pp	pp	ADJ
fuelectenerg-12766	282	43	.	.	PUNCT
fuelectenerg-12766	283	1	61	61	NUM
fuelectenerg-12766	283	2	-	-	SYM
fuelectenerg-12766	283	3	73	73	NUM
fuelectenerg-12766	283	4	,	,	PUNCT
fuelectenerg-12766	283	5	2010	2010	NUM
fuelectenerg-12766	283	6	.	.	PUNCT
fuelectenerg-12766	284	1	[	[	X
fuelectenerg-12766	284	2	20	20	NUM
fuelectenerg-12766	284	3	]	]	X
fuelectenerg-12766	284	4	c.	c.	PROPN
fuelectenerg-12766	284	5	xu	xu	PROPN
fuelectenerg-12766	284	6	,	,	PUNCT
fuelectenerg-12766	284	7	j.	j.	PROPN
fuelectenerg-12766	284	8	cheng	cheng	PROPN
fuelectenerg-12766	284	9	,	,	PUNCT
fuelectenerg-12766	284	10	y.	y.	PROPN
fuelectenerg-12766	284	11	zhang	zhang	PROPN
fuelectenerg-12766	284	12	,	,	PUNCT
fuelectenerg-12766	284	13	y.	y.	PROPN
fuelectenerg-12766	284	14	zhang	zhang	PROPN
fuelectenerg-12766	284	15	and	and	CCONJ
fuelectenerg-12766	284	16	h.	h.	PROPN
fuelectenerg-12766	284	17	lu	lu	PROPN
fuelectenerg-12766	284	18	,	,	PUNCT
fuelectenerg-12766	284	19	"	"	PUNCT
fuelectenerg-12766	284	20	sports	sport	NOUN
fuelectenerg-12766	284	21	video	video	NOUN
fuelectenerg-12766	284	22	analysis	analysis	NOUN
fuelectenerg-12766	284	23	:	:	PUNCT
fuelectenerg-12766	284	24	semantics	semantic	NOUN
fuelectenerg-12766	284	25	extraction	extraction	NOUN
fuelectenerg-12766	284	26	,	,	PUNCT
fuelectenerg-12766	284	27	editorial	editorial	NOUN
fuelectenerg-12766	284	28	content	content	NOUN
fuelectenerg-12766	284	29	creation	creation	NOUN
fuelectenerg-12766	284	30	and	and	CCONJ
fuelectenerg-12766	284	31	adaptation	adaptation	NOUN
fuelectenerg-12766	284	32	"	"	PUNCT
fuelectenerg-12766	284	33	,	,	PUNCT
fuelectenerg-12766	284	34	j.	j.	PROPN
fuelectenerg-12766	284	35	multimedia	multimedia	PROPN
fuelectenerg-12766	284	36	,	,	PUNCT
fuelectenerg-12766	284	37	vol	vol	NOUN
fuelectenerg-12766	284	38	.	.	PROPN
fuelectenerg-12766	284	39	4	4	NUM
fuelectenerg-12766	284	40	,	,	PUNCT
fuelectenerg-12766	284	41	no	no	INTJ
fuelectenerg-12766	284	42	.	.	NOUN
fuelectenerg-12766	284	43	2	2	NUM
fuelectenerg-12766	284	44	,	,	PUNCT
fuelectenerg-12766	284	45	pp	pp	ADJ
fuelectenerg-12766	284	46	.	.	PUNCT
fuelectenerg-12766	285	1	69	69	NUM
fuelectenerg-12766	285	2	-	-	SYM
fuelectenerg-12766	285	3	79	79	NUM
fuelectenerg-12766	285	4	,	,	PUNCT
fuelectenerg-12766	285	5	2009	2009	NUM
fuelectenerg-12766	285	6	.	.	PUNCT
fuelectenerg-12766	286	1	[	[	X
fuelectenerg-12766	286	2	21	21	NUM
fuelectenerg-12766	286	3	]	]	PUNCT
fuelectenerg-12766	286	4	j.	j.	PROPN
fuelectenerg-12766	286	5	wang	wang	PROPN
fuelectenerg-12766	286	6	,	,	PUNCT
fuelectenerg-12766	286	7	c.	c.	PROPN
fuelectenerg-12766	286	8	xu	xu	PROPN
fuelectenerg-12766	286	9	and	and	CCONJ
fuelectenerg-12766	286	10	e.	e.	PROPN
fuelectenerg-12766	286	11	chng	chng	PROPN
fuelectenerg-12766	286	12	,	,	PUNCT
fuelectenerg-12766	286	13	"	"	PUNCT
fuelectenerg-12766	286	14	automatic	automatic	ADJ
fuelectenerg-12766	286	15	sports	sport	NOUN
fuelectenerg-12766	286	16	video	video	NOUN
fuelectenerg-12766	286	17	genre	genre	NOUN
fuelectenerg-12766	286	18	classification	classification	NOUN
fuelectenerg-12766	286	19	using	use	VERB
fuelectenerg-12766	286	20	pseudo-2d	pseudo-2d	NOUN
fuelectenerg-12766	286	21	-	-	ADV
fuelectenerg-12766	286	22	hmm	hmm	NOUN
fuelectenerg-12766	286	23	"	"	PUNCT
fuelectenerg-12766	286	24	,	,	PUNCT
fuelectenerg-12766	286	25	jinjun	jinjun	PROPN
fuelectenerg-12766	286	26	wang	wang	PROPN
fuelectenerg-12766	286	27	,	,	PUNCT
fuelectenerg-12766	286	28	changsheng	changsheng	PROPN
fuelectenerg-12766	286	29	xu	xu	PROPN
fuelectenerg-12766	286	30	and	and	CCONJ
fuelectenerg-12766	286	31	e.	e.	PROPN
fuelectenerg-12766	286	32	chng	chng	PROPN
fuelectenerg-12766	286	33	,	,	PUNCT
fuelectenerg-12766	286	34	"	"	PUNCT
fuelectenerg-12766	286	35	automatic	automatic	ADJ
fuelectenerg-12766	286	36	sports	sport	NOUN
fuelectenerg-12766	286	37	video	video	NOUN
fuelectenerg-12766	286	38	genre	genre	NOUN
fuelectenerg-12766	286	39	classification	classification	NOUN
fuelectenerg-12766	286	40	using	use	VERB
fuelectenerg-12766	286	41	pseudo-2d	pseudo-2d	NOUN
fuelectenerg-12766	286	42	-	-	ADV
fuelectenerg-12766	286	43	hmm	hmm	NOUN
fuelectenerg-12766	286	44	,	,	PUNCT
fuelectenerg-12766	286	45	"	"	PUNCT
fuelectenerg-12766	286	46	in	in	ADP
fuelectenerg-12766	286	47	proceedings	proceeding	NOUN
fuelectenerg-12766	286	48	of	of	ADP
fuelectenerg-12766	286	49	the	the	DET
fuelectenerg-12766	286	50	ieee	ieee	NOUN
fuelectenerg-12766	286	51	18th	18th	ADJ
fuelectenerg-12766	286	52	international	international	ADJ
fuelectenerg-12766	286	53	conference	conference	NOUN
fuelectenerg-12766	286	54	on	on	ADP
fuelectenerg-12766	286	55	pattern	pattern	NOUN
fuelectenerg-12766	286	56	recognition	recognition	NOUN
fuelectenerg-12766	286	57	(	(	PUNCT
fuelectenerg-12766	286	58	icpr'06	icpr'06	PROPN
fuelectenerg-12766	286	59	)	)	PUNCT
fuelectenerg-12766	286	60	,	,	PUNCT
fuelectenerg-12766	286	61	hong	hong	PROPN
fuelectenerg-12766	286	62	kong	kong	PROPN
fuelectenerg-12766	286	63	,	,	PUNCT
fuelectenerg-12766	286	64	china	china	PROPN
fuelectenerg-12766	286	65	,	,	PUNCT
fuelectenerg-12766	286	66	2006	2006	NUM
fuelectenerg-12766	286	67	,	,	PUNCT
fuelectenerg-12766	286	68	pp	pp	ADV
fuelectenerg-12766	286	69	.	.	PUNCT
fuelectenerg-12766	287	1	778	778	NUM
fuelectenerg-12766	287	2	-	-	SYM
fuelectenerg-12766	287	3	781	781	NUM
fuelectenerg-12766	287	4	.	.	PUNCT
fuelectenerg-12766	288	1	[	[	X
fuelectenerg-12766	288	2	22	22	NUM
fuelectenerg-12766	288	3	]	]	PUNCT
fuelectenerg-12766	288	4	l.	l.	PROPN
fuelectenerg-12766	288	5	li	li	PROPN
fuelectenerg-12766	288	6	,	,	PUNCT
fuelectenerg-12766	288	7	n.	n.	PROPN
fuelectenerg-12766	288	8	zhang	zhang	PROPN
fuelectenerg-12766	288	9	,	,	PUNCT
fuelectenerg-12766	288	10	l.-y	l.-y	PROPN
fuelectenerg-12766	288	11	.	.	PUNCT
fuelectenerg-12766	289	1	duan	duan	PROPN
fuelectenerg-12766	289	2	,	,	PUNCT
fuelectenerg-12766	289	3	q.	q.	PROPN
fuelectenerg-12766	289	4	huang	huang	PROPN
fuelectenerg-12766	289	5	,	,	PUNCT
fuelectenerg-12766	289	6	j.	j.	PROPN
fuelectenerg-12766	289	7	du	du	PROPN
fuelectenerg-12766	289	8	and	and	CCONJ
fuelectenerg-12766	289	9	l.	l.	PROPN
fuelectenerg-12766	289	10	guan	guan	PROPN
fuelectenerg-12766	289	11	,	,	PUNCT
fuelectenerg-12766	289	12	"	"	PUNCT
fuelectenerg-12766	289	13	automatic	automatic	ADJ
fuelectenerg-12766	289	14	sports	sport	NOUN
fuelectenerg-12766	289	15	genre	genre	NOUN
fuelectenerg-12766	289	16	categorization	categorization	NOUN
fuelectenerg-12766	289	17	and	and	CCONJ
fuelectenerg-12766	289	18	viewtype	viewtype	NOUN
fuelectenerg-12766	289	19	classification	classification	NOUN
fuelectenerg-12766	289	20	over	over	ADP
fuelectenerg-12766	289	21	large	large	ADJ
fuelectenerg-12766	289	22	-	-	PUNCT
fuelectenerg-12766	289	23	scale	scale	NOUN
fuelectenerg-12766	289	24	dataset	dataset	NOUN
fuelectenerg-12766	289	25	"	"	PUNCT
fuelectenerg-12766	289	26	,	,	PUNCT
fuelectenerg-12766	289	27	”	"	PUNCT
fuelectenerg-12766	289	28	in	in	ADP
fuelectenerg-12766	289	29	proceedings	proceeding	NOUN
fuelectenerg-12766	289	30	of	of	ADP
fuelectenerg-12766	289	31	the	the	DET
fuelectenerg-12766	289	32	17th	17th	ADJ
fuelectenerg-12766	289	33	acm	acm	PROPN
fuelectenerg-12766	289	34	international	international	ADJ
fuelectenerg-12766	289	35	conference	conference	NOUN
fuelectenerg-12766	289	36	on	on	ADP
fuelectenerg-12766	289	37	multimedia	multimedia	NOUN
fuelectenerg-12766	289	38	,	,	PUNCT
fuelectenerg-12766	289	39	2009	2009	NUM
fuelectenerg-12766	289	40	,	,	PUNCT
fuelectenerg-12766	289	41	pp	pp	ADP
fuelectenerg-12766	289	42	.	.	PUNCT
fuelectenerg-12766	289	43	653	653	NUM
fuelectenerg-12766	289	44	-	-	PUNCT
fuelectenerg-12766	289	45	656	656	NUM
fuelectenerg-12766	289	46	.	.	PUNCT
fuelectenerg-12766	290	1	[	[	X
fuelectenerg-12766	290	2	23	23	NUM
fuelectenerg-12766	290	3	]	]	X
fuelectenerg-12766	290	4	v.	v.	PROPN
fuelectenerg-12766	290	5	chaudhary	chaudhary	PROPN
fuelectenerg-12766	290	6	,	,	PUNCT
fuelectenerg-12766	290	7	rashmi	rashmi	PROPN
fuelectenerg-12766	290	8	and	and	CCONJ
fuelectenerg-12766	290	9	v.	v.	ADP
fuelectenerg-12766	290	10	uniyal	uniyal	ADJ
fuelectenerg-12766	290	11	,	,	PUNCT
fuelectenerg-12766	290	12	"	"	PUNCT
fuelectenerg-12766	290	13	an	an	DET
fuelectenerg-12766	290	14	effective	effective	ADJ
fuelectenerg-12766	290	15	video	video	NOUN
fuelectenerg-12766	290	16	noise	noise	NOUN
fuelectenerg-12766	290	17	removal	removal	NOUN
fuelectenerg-12766	290	18	algorithm	algorithm	NOUN
fuelectenerg-12766	290	19	"	"	PUNCT
fuelectenerg-12766	290	20	,	,	PUNCT
fuelectenerg-12766	290	21	int	int	NOUN
fuelectenerg-12766	290	22	.	.	PUNCT
fuelectenerg-12766	291	1	res	res	PROPN
fuelectenerg-12766	291	2	.	.	PUNCT
fuelectenerg-12766	292	1	j.	j.	PROPN
fuelectenerg-12766	292	2	eng	eng	PROPN
fuelectenerg-12766	292	3	.	.	PROPN
fuelectenerg-12766	293	1	technol	technol	PROPN
fuelectenerg-12766	293	2	.	.	PUNCT
fuelectenerg-12766	294	1	(	(	PUNCT
fuelectenerg-12766	294	2	irjet	irjet	NOUN
fuelectenerg-12766	294	3	)	)	PUNCT
fuelectenerg-12766	294	4	,	,	PUNCT
fuelectenerg-12766	294	5	vol	vol	NOUN
fuelectenerg-12766	294	6	.	.	PROPN
fuelectenerg-12766	295	1	3	3	NUM
fuelectenerg-12766	295	2	,	,	PUNCT
fuelectenerg-12766	295	3	no	no	INTJ
fuelectenerg-12766	295	4	.	.	NOUN
fuelectenerg-12766	295	5	8	8	NUM
fuelectenerg-12766	295	6	,	,	PUNCT
fuelectenerg-12766	295	7	pp	pp	ADJ
fuelectenerg-12766	295	8	.	.	PUNCT
fuelectenerg-12766	295	9	2031	2031	NUM
fuelectenerg-12766	295	10	-	-	SYM
fuelectenerg-12766	295	11	2034	2034	NUM
fuelectenerg-12766	295	12	,	,	PUNCT
fuelectenerg-12766	296	1	2016	2016	NUM
fuelectenerg-12766	296	2	.	.	PUNCT
fuelectenerg-12766	297	1	[	[	X
fuelectenerg-12766	297	2	24	24	NUM
fuelectenerg-12766	297	3	]	]	PUNCT
fuelectenerg-12766	297	4	x.	x.	NOUN
fuelectenerg-12766	297	5	yunjun	yunjun	PROPN
fuelectenerg-12766	297	6	,	,	PUNCT
fuelectenerg-12766	297	7	"	"	PUNCT
fuelectenerg-12766	297	8	a	a	DET
fuelectenerg-12766	297	9	sports	sport	NOUN
fuelectenerg-12766	297	10	training	training	NOUN
fuelectenerg-12766	297	11	video	video	NOUN
fuelectenerg-12766	297	12	classification	classification	NOUN
fuelectenerg-12766	297	13	model	model	NOUN
fuelectenerg-12766	297	14	based	base	VERB
fuelectenerg-12766	297	15	on	on	ADP
fuelectenerg-12766	297	16	deep	deep	ADJ
fuelectenerg-12766	297	17	learning	learning	NOUN
fuelectenerg-12766	297	18	"	"	PUNCT
fuelectenerg-12766	297	19	,	,	PUNCT
fuelectenerg-12766	297	20	”	"	PUNCT
fuelectenerg-12766	297	21	scientific	scientific	ADJ
fuelectenerg-12766	297	22	programming	programming	NOUN
fuelectenerg-12766	297	23	,	,	PUNCT
fuelectenerg-12766	297	24	vol	vol	NOUN
fuelectenerg-12766	297	25	.	.	PROPN
fuelectenerg-12766	297	26	2021	2021	NUM
fuelectenerg-12766	297	27	,	,	PUNCT
fuelectenerg-12766	297	28	p.	p.	NOUN
fuelectenerg-12766	297	29	7252896	7252896	NUM
fuelectenerg-12766	297	30	,	,	PUNCT
fuelectenerg-12766	297	31	2021	2021	NUM
fuelectenerg-12766	297	32	.	.	PUNCT
fuelectenerg-12766	298	1	[	[	X
fuelectenerg-12766	298	2	25	25	NUM
fuelectenerg-12766	298	3	]	]	PUNCT
fuelectenerg-12766	298	4	s.	s.	PROPN
fuelectenerg-12766	298	5	m.	m.	PROPN
fuelectenerg-12766	298	6	daudpota	daudpota	PROPN
fuelectenerg-12766	298	7	,	,	PUNCT
fuelectenerg-12766	298	8	a.	a.	PROPN
fuelectenerg-12766	298	9	muhammad	muhammad	PROPN
fuelectenerg-12766	298	10	and	and	CCONJ
fuelectenerg-12766	298	11	j.	j.	PROPN
fuelectenerg-12766	298	12	baber	baber	PROPN
fuelectenerg-12766	298	13	.	.	PUNCT
fuelectenerg-12766	299	1	"	"	PUNCT
fuelectenerg-12766	299	2	video	video	NOUN
fuelectenerg-12766	299	3	genre	genre	NOUN
fuelectenerg-12766	299	4	identification	identification	NOUN
fuelectenerg-12766	299	5	using	use	VERB
fuelectenerg-12766	299	6	clustering	clustering	NOUN
fuelectenerg-12766	299	7	-	-	PUNCT
fuelectenerg-12766	299	8	based	base	VERB
fuelectenerg-12766	299	9	shot	shot	NOUN
fuelectenerg-12766	299	10	detection	detection	NOUN
fuelectenerg-12766	299	11	algorithm	algorithm	NOUN
fuelectenerg-12766	299	12	"	"	PUNCT
fuelectenerg-12766	299	13	,	,	PUNCT
fuelectenerg-12766	299	14	signal	signal	NOUN
fuelectenerg-12766	299	15	,	,	PUNCT
fuelectenerg-12766	299	16	image	image	NOUN
fuelectenerg-12766	299	17	and	and	CCONJ
fuelectenerg-12766	299	18	video	video	NOUN
fuelectenerg-12766	299	19	process	process	NOUN
fuelectenerg-12766	299	20	.	.	PUNCT
fuelectenerg-12766	300	1	,	,	PUNCT
fuelectenerg-12766	300	2	vol	vol	NOUN
fuelectenerg-12766	300	3	.	.	PROPN
fuelectenerg-12766	300	4	13	13	NUM
fuelectenerg-12766	300	5	,	,	PUNCT
fuelectenerg-12766	300	6	pp	pp	ADJ
fuelectenerg-12766	300	7	.	.	PUNCT
fuelectenerg-12766	301	1	1413	1413	NUM
fuelectenerg-12766	301	2	-	-	SYM
fuelectenerg-12766	301	3	1420	1420	NUM
fuelectenerg-12766	301	4	,	,	PUNCT
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fuelectenerg-12766	301	6	.	.	PUNCT
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fuelectenerg-12766	302	2	26	26	NUM
fuelectenerg-12766	302	3	]	]	PUNCT
fuelectenerg-12766	302	4	s.	s.	PROPN
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fuelectenerg-12766	302	6	,	,	PUNCT
fuelectenerg-12766	302	7	"	"	PUNCT
fuelectenerg-12766	302	8	detection	detection	NOUN
fuelectenerg-12766	302	9	of	of	ADP
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fuelectenerg-12766	302	11	action	action	NOUN
fuelectenerg-12766	302	12	based	base	VERB
fuelectenerg-12766	302	13	on	on	ADP
fuelectenerg-12766	302	14	convolutional	convolutional	ADJ
fuelectenerg-12766	302	15	neural	neural	ADJ
fuelectenerg-12766	302	16	network	network	NOUN
fuelectenerg-12766	302	17	"	"	PUNCT
fuelectenerg-12766	302	18	,	,	PUNCT
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fuelectenerg-12766	302	20	.	.	PUNCT
fuelectenerg-12766	303	1	intell	intell	PROPN
fuelectenerg-12766	303	2	.	.	PUNCT
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fuelectenerg-12766	304	2	.	.	PUNCT
fuelectenerg-12766	304	3	,	,	PUNCT
fuelectenerg-12766	304	4	vol	vol	NOUN
fuelectenerg-12766	304	5	.	.	NOUN
fuelectenerg-12766	304	6	2022	2022	NUM
fuelectenerg-12766	304	7	,	,	PUNCT
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fuelectenerg-12766	304	9	1857406	1857406	NUM
fuelectenerg-12766	304	10	,	,	PUNCT
fuelectenerg-12766	304	11	2022	2022	NUM
fuelectenerg-12766	304	12	.	.	PUNCT
fuelectenerg-12766	305	1	[	[	X
fuelectenerg-12766	305	2	27	27	NUM
fuelectenerg-12766	305	3	]	]	X
fuelectenerg-12766	305	4	y.	y.	PROPN
fuelectenerg-12766	305	5	i.	i.	PROPN
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fuelectenerg-12766	305	7	,	,	PUNCT
fuelectenerg-12766	305	8	s.	s.	PROPN
fuelectenerg-12766	305	9	s.	s.	PROPN
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fuelectenerg-12766	305	11	and	and	CCONJ
fuelectenerg-12766	305	12	t.	t.	PROPN
fuelectenerg-12766	305	13	v.	v.	PROPN
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fuelectenerg-12766	305	15	,	,	PUNCT
fuelectenerg-12766	305	16	"	"	PUNCT
fuelectenerg-12766	305	17	olympic	olympic	ADJ
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fuelectenerg-12766	305	19	event	event	NOUN
fuelectenerg-12766	305	20	recognition	recognition	NOUN
fuelectenerg-12766	305	21	via	via	ADP
fuelectenerg-12766	305	22	transfer	transfer	NOUN
fuelectenerg-12766	305	23	learning	learning	NOUN
fuelectenerg-12766	305	24	with	with	ADP
fuelectenerg-12766	305	25	photobombing	photobombing	NOUN
fuelectenerg-12766	305	26	guided	guide	VERB
fuelectenerg-12766	305	27	data	datum	NOUN
fuelectenerg-12766	305	28	augmentation	augmentation	NOUN
fuelectenerg-12766	305	29	"	"	PUNCT
fuelectenerg-12766	305	30	,	,	PUNCT
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fuelectenerg-12766	305	33	,	,	PUNCT
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fuelectenerg-12766	305	35	.	.	PROPN
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fuelectenerg-12766	305	37	,	,	PUNCT
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fuelectenerg-12766	305	39	.	.	NOUN
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fuelectenerg-12766	305	41	,	,	PUNCT
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fuelectenerg-12766	305	44	,	,	PUNCT
fuelectenerg-12766	305	45	2021	2021	NUM
fuelectenerg-12766	305	46	.	.	PUNCT
fuelectenerg-12766	306	1	[	[	X
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fuelectenerg-12766	306	4	m.	m.	PROPN
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fuelectenerg-12766	306	6	and	and	CCONJ
fuelectenerg-12766	306	7	k.	k.	PROPN
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fuelectenerg-12766	306	9	,	,	PUNCT
fuelectenerg-12766	306	10	"	"	PUNCT
fuelectenerg-12766	306	11	sports	sport	NOUN
fuelectenerg-12766	306	12	video	video	NOUN
fuelectenerg-12766	306	13	classification	classification	NOUN
fuelectenerg-12766	306	14	framework	framework	NOUN
fuelectenerg-12766	306	15	using	use	VERB
fuelectenerg-12766	306	16	enhanced	enhanced	ADJ
fuelectenerg-12766	306	17	threshold	threshold	NOUN
fuelectenerg-12766	306	18	based	base	VERB
fuelectenerg-12766	306	19	keyframe	keyframe	PROPN
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fuelectenerg-12766	306	22	and	and	CCONJ
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fuelectenerg-12766	306	26	ucf101	ucf101	PROPN
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fuelectenerg-12766	306	28	sports1	sports1	PROPN
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fuelectenerg-12766	306	30	m	m	PROPN
fuelectenerg-12766	306	31	dataset	dataset	NOUN
fuelectenerg-12766	306	32	"	"	PUNCT
fuelectenerg-12766	306	33	,	,	PUNCT
fuelectenerg-12766	306	34	comput	comput	PROPN
fuelectenerg-12766	306	35	.	.	PUNCT
fuelectenerg-12766	307	1	intell	intell	PROPN
fuelectenerg-12766	307	2	.	.	PUNCT
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fuelectenerg-12766	308	2	.	.	PUNCT
fuelectenerg-12766	308	3	,	,	PUNCT
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fuelectenerg-12766	308	5	.	.	NOUN
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fuelectenerg-12766	308	7	,	,	PUNCT
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fuelectenerg-12766	308	10	,	,	PUNCT
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fuelectenerg-12766	308	12	.	.	PUNCT
fuelectenerg-12766	309	1	[	[	X
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fuelectenerg-12766	309	3	]	]	X
fuelectenerg-12766	309	4	n.	n.	PROPN
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fuelectenerg-12766	309	8	.	.	PROPN
fuelectenerg-12766	309	9	,	,	PUNCT
fuelectenerg-12766	309	10	"	"	PUNCT
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fuelectenerg-12766	309	18	,	,	PUNCT
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fuelectenerg-12766	309	24	in	in	ADP
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fuelectenerg-12766	309	27	.	.	PUNCT
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fuelectenerg-12766	310	2	.	.	PUNCT
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fuelectenerg-12766	310	5	.	.	PUNCT
fuelectenerg-12766	310	6	,	,	PUNCT
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fuelectenerg-12766	310	8	.	.	PROPN
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fuelectenerg-12766	310	10	,	,	PUNCT
fuelectenerg-12766	310	11	pp	pp	ADJ
fuelectenerg-12766	310	12	.	.	PUNCT
fuelectenerg-12766	311	1	28971	28971	NUM
fuelectenerg-12766	311	2	-	-	SYM
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fuelectenerg-12766	311	4	,	,	PUNCT
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fuelectenerg-12766	312	2	30	30	NUM
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fuelectenerg-12766	312	8	.	.	PUNCT
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fuelectenerg-12766	312	15	activity	activity	NOUN
fuelectenerg-12766	312	16	recognition	recognition	NOUN
fuelectenerg-12766	312	17	framework	framework	NOUN
fuelectenerg-12766	312	18	in	in	ADP
fuelectenerg-12766	312	19	sports	sport	NOUN
fuelectenerg-12766	312	20	videos	video	NOUN
fuelectenerg-12766	312	21	.	.	PUNCT
fuelectenerg-12766	312	22	"	"	PUNCT
fuelectenerg-12766	313	1	multim	multim	ADJ
fuelectenerg-12766	313	2	.	.	PUNCT
fuelectenerg-12766	313	3	tools	tool	NOUN
fuelectenerg-12766	313	4	appl	appl	PROPN
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fuelectenerg-12766	313	6	,	,	PUNCT
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fuelectenerg-12766	313	8	.	.	PROPN
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fuelectenerg-12766	313	12	.	.	PUNCT
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fuelectenerg-12766	314	2	-	-	SYM
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fuelectenerg-12766	314	4	,	,	PUNCT
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fuelectenerg-12766	314	6	.	.	PUNCT
fuelectenerg-12766	315	1	[	[	X
fuelectenerg-12766	315	2	31	31	NUM
fuelectenerg-12766	315	3	]	]	PUNCT
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fuelectenerg-12766	315	8	,	,	PUNCT
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fuelectenerg-12766	315	19	"	"	PUNCT
fuelectenerg-12766	315	20	,	,	PUNCT
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fuelectenerg-12766	315	26	,	,	PUNCT
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fuelectenerg-12766	315	28	.	.	NOUN
fuelectenerg-12766	315	29	6	6	NUM
fuelectenerg-12766	315	30	,	,	PUNCT
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fuelectenerg-12766	315	32	,	,	PUNCT
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fuelectenerg-12766	315	34	.	.	PUNCT
fuelectenerg-12766	316	1	[	[	X
fuelectenerg-12766	316	2	32	32	NUM
fuelectenerg-12766	316	3	]	]	PUNCT
fuelectenerg-12766	316	4	f.	f.	PROPN
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fuelectenerg-12766	316	6	,	,	PUNCT
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fuelectenerg-12766	316	9	,	,	PUNCT
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fuelectenerg-12766	316	14	ding	ding	PROPN
fuelectenerg-12766	316	15	,	,	PUNCT
fuelectenerg-12766	316	16	f.	f.	PROPN
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fuelectenerg-12766	316	18	,	,	PUNCT
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fuelectenerg-12766	316	20	cheng	cheng	PROPN
fuelectenerg-12766	316	21	,	,	PUNCT
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fuelectenerg-12766	316	25	h.	h.	PROPN
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fuelectenerg-12766	316	27	,	,	PUNCT
fuelectenerg-12766	316	28	"	"	PUNCT
fuelectenerg-12766	316	29	a	a	DET
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fuelectenerg-12766	316	31	on	on	ADP
fuelectenerg-12766	316	32	video	video	NOUN
fuelectenerg-12766	316	33	action	action	NOUN
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fuelectenerg-12766	316	35	in	in	ADP
fuelectenerg-12766	316	36	sports	sport	NOUN
fuelectenerg-12766	316	37	:	:	PUNCT
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fuelectenerg-12766	316	43	"	"	PUNCT
fuelectenerg-12766	316	44	,	,	PUNCT
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fuelectenerg-12766	316	47	.	.	PUNCT
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fuelectenerg-12766	317	9	.	.	PUNCT
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fuelectenerg-12766	318	2	-	-	SYM
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fuelectenerg-12766	318	4	,	,	PUNCT
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fuelectenerg-12766	318	6	.	.	PUNCT
fuelectenerg-12766	319	1	[	[	X
fuelectenerg-12766	319	2	33	33	NUM
fuelectenerg-12766	319	3	]	]	X
fuelectenerg-12766	319	4	d.	d.	PROPN
fuelectenerg-12766	319	5	xiao	xiao	PROPN
fuelectenerg-12766	319	6	,	,	PUNCT
fuelectenerg-12766	319	7	f.	f.	PROPN
fuelectenerg-12766	319	8	zhu	zhu	PROPN
fuelectenerg-12766	319	9	,	,	PUNCT
fuelectenerg-12766	319	10	j.	j.	PROPN
fuelectenerg-12766	319	11	jiang	jiang	PROPN
fuelectenerg-12766	319	12	and	and	CCONJ
fuelectenerg-12766	319	13	x.	x.	PROPN
fuelectenerg-12766	319	14	niu	niu	PROPN
fuelectenerg-12766	319	15	,	,	PUNCT
fuelectenerg-12766	319	16	"	"	PUNCT
fuelectenerg-12766	319	17	leveraging	leverage	VERB
fuelectenerg-12766	319	18	natural	natural	ADJ
fuelectenerg-12766	319	19	cognitive	cognitive	ADJ
fuelectenerg-12766	319	20	systems	system	NOUN
fuelectenerg-12766	319	21	in	in	ADP
fuelectenerg-12766	319	22	conjunction	conjunction	NOUN
fuelectenerg-12766	319	23	with	with	ADP
fuelectenerg-12766	319	24	resnet50bigru	resnet50bigru	NOUN
fuelectenerg-12766	319	25	model	model	NOUN
fuelectenerg-12766	319	26	and	and	CCONJ
fuelectenerg-12766	319	27	attention	attention	NOUN
fuelectenerg-12766	319	28	mechanism	mechanism	NOUN
fuelectenerg-12766	319	29	for	for	ADP
fuelectenerg-12766	319	30	enhanced	enhanced	ADJ
fuelectenerg-12766	319	31	medical	medical	ADJ
fuelectenerg-12766	319	32	image	image	NOUN
fuelectenerg-12766	319	33	analysis	analysis	NOUN
fuelectenerg-12766	319	34	and	and	CCONJ
fuelectenerg-12766	319	35	sports	sport	NOUN
fuelectenerg-12766	319	36	injury	injury	NOUN
fuelectenerg-12766	319	37	prediction	prediction	NOUN
fuelectenerg-12766	319	38	"	"	PUNCT
fuelectenerg-12766	319	39	,	,	PUNCT
fuelectenerg-12766	319	40	front	front	ADJ
fuelectenerg-12766	319	41	.	.	PUNCT
fuelectenerg-12766	320	1	neurosci	neurosci	PROPN
fuelectenerg-12766	320	2	.	.	PUNCT
fuelectenerg-12766	321	1	,	,	PUNCT
fuelectenerg-12766	321	2	vol	vol	NOUN
fuelectenerg-12766	321	3	.	.	PROPN
fuelectenerg-12766	321	4	17	17	NUM
fuelectenerg-12766	321	5	,	,	PUNCT
fuelectenerg-12766	321	6	p.	p.	NOUN
fuelectenerg-12766	321	7	1273931	1273931	NUM
fuelectenerg-12766	321	8	,	,	PUNCT
fuelectenerg-12766	321	9	2023	2023	NUM
fuelectenerg-12766	321	10	.	.	PUNCT