id	sid	tid	token	lemma	pos
american_scientific_journal-12136	1	1	392	392	NUM
american_scientific_journal-12136	1	2	american	american	ADJ
american_scientific_journal-12136	1	3	academic	academic	ADJ
american_scientific_journal-12136	1	4	scientific	scientific	ADJ
american_scientific_journal-12136	1	5	research	research	NOUN
american_scientific_journal-12136	1	6	journal	journal	NOUN
american_scientific_journal-12136	1	7	for	for	ADP
american_scientific_journal-12136	1	8	engineering	engineering	NOUN
american_scientific_journal-12136	1	9	,	,	PUNCT
american_scientific_journal-12136	1	10	technology	technology	NOUN
american_scientific_journal-12136	1	11	,	,	PUNCT
american_scientific_journal-12136	1	12	and	and	CCONJ
american_scientific_journal-12136	1	13	sciences	sciences	PROPN
american_scientific_journal-12136	1	14	issn	issn	PROPN
american_scientific_journal-12136	1	15	(	(	PUNCT
american_scientific_journal-12136	1	16	print	print	NOUN
american_scientific_journal-12136	1	17	)	)	PUNCT
american_scientific_journal-12136	1	18	2313	2313	NUM
american_scientific_journal-12136	1	19	-	-	SYM
american_scientific_journal-12136	1	20	4410	4410	NUM
american_scientific_journal-12136	1	21	,	,	PUNCT
american_scientific_journal-12136	1	22	issn	issn	PROPN
american_scientific_journal-12136	1	23	(	(	PUNCT
american_scientific_journal-12136	1	24	online	online	ADJ
american_scientific_journal-12136	1	25	)	)	PUNCT
american_scientific_journal-12136	1	26	2313	2313	NUM
american_scientific_journal-12136	1	27	-	-	SYM
american_scientific_journal-12136	1	28	4402	4402	NUM
american_scientific_journal-12136	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12136	1	30	smart	smart	ADJ
american_scientific_journal-12136	1	31	farm	farm	NOUN
american_scientific_journal-12136	1	32	animal	animal	NOUN
american_scientific_journal-12136	1	33	intrusion	intrusion	NOUN
american_scientific_journal-12136	1	34	detection	detection	NOUN
american_scientific_journal-12136	1	35	using	use	VERB
american_scientific_journal-12136	1	36	multimodal	multimodal	ADJ
american_scientific_journal-12136	1	37	iot	iot	NOUN
american_scientific_journal-12136	1	38	,	,	PUNCT
american_scientific_journal-12136	1	39	edge	edge	NOUN
american_scientific_journal-12136	1	40	ai	ai	NOUN
american_scientific_journal-12136	1	41	and	and	CCONJ
american_scientific_journal-12136	1	42	kafka	kafka	PROPN
american_scientific_journal-12136	1	43	streaming	streaming	NOUN
american_scientific_journal-12136	1	44	ashish	ashish	PROPN
american_scientific_journal-12136	1	45	gawande	gawande	PROPN
american_scientific_journal-12136	1	46	*	*	PUNCT
american_scientific_journal-12136	1	47	iiot	iiot	PROPN
american_scientific_journal-12136	1	48	cloud	cloud	PROPN
american_scientific_journal-12136	1	49	engineer	engineer	NOUN
american_scientific_journal-12136	1	50	(	(	PUNCT
american_scientific_journal-12136	1	51	slb	slb	PROPN
american_scientific_journal-12136	1	52	)	)	PUNCT
american_scientific_journal-12136	1	53	email	email	NOUN
american_scientific_journal-12136	1	54	:	:	PUNCT
american_scientific_journal-12136	1	55	ashish.gawande@gmail.com	ashish.gawande@gmail.com	X
american_scientific_journal-12136	1	56	abstract	abstract	ADJ
american_scientific_journal-12136	1	57	wild	wild	ADJ
american_scientific_journal-12136	1	58	animals	animal	NOUN
american_scientific_journal-12136	1	59	such	such	ADJ
american_scientific_journal-12136	1	60	as	as	ADP
american_scientific_journal-12136	1	61	deer	deer	NOUN
american_scientific_journal-12136	1	62	or	or	CCONJ
american_scientific_journal-12136	1	63	rabbits	rabbit	NOUN
american_scientific_journal-12136	1	64	cause	cause	VERB
american_scientific_journal-12136	1	65	significant	significant	ADJ
american_scientific_journal-12136	1	66	crop	crop	NOUN
american_scientific_journal-12136	1	67	losses	loss	NOUN
american_scientific_journal-12136	1	68	worldwide	worldwide	ADV
american_scientific_journal-12136	1	69	and	and	CCONJ
american_scientific_journal-12136	1	70	create	create	VERB
american_scientific_journal-12136	1	71	major	major	ADJ
american_scientific_journal-12136	1	72	problems	problem	NOUN
american_scientific_journal-12136	1	73	for	for	ADP
american_scientific_journal-12136	1	74	farmers	farmer	NOUN
american_scientific_journal-12136	1	75	.	.	PUNCT
american_scientific_journal-12136	2	1	traditional	traditional	ADJ
american_scientific_journal-12136	2	2	methods	method	NOUN
american_scientific_journal-12136	2	3	,	,	PUNCT
american_scientific_journal-12136	2	4	such	such	ADJ
american_scientific_journal-12136	2	5	as	as	ADP
american_scientific_journal-12136	2	6	fences	fence	NOUN
american_scientific_journal-12136	2	7	,	,	PUNCT
american_scientific_journal-12136	2	8	are	be	AUX
american_scientific_journal-12136	2	9	often	often	ADV
american_scientific_journal-12136	2	10	too	too	ADV
american_scientific_journal-12136	2	11	expensive	expensive	ADJ
american_scientific_journal-12136	2	12	,	,	PUNCT
american_scientific_journal-12136	2	13	difficult	difficult	ADJ
american_scientific_journal-12136	2	14	to	to	PART
american_scientific_journal-12136	2	15	maintain	maintain	VERB
american_scientific_journal-12136	2	16	and	and	CCONJ
american_scientific_journal-12136	2	17	not	not	PART
american_scientific_journal-12136	2	18	consistently	consistently	ADV
american_scientific_journal-12136	2	19	effective	effective	ADJ
american_scientific_journal-12136	2	20	.	.	PUNCT
american_scientific_journal-12136	3	1	this	this	DET
american_scientific_journal-12136	3	2	paper	paper	NOUN
american_scientific_journal-12136	3	3	provides	provide	VERB
american_scientific_journal-12136	3	4	details	detail	NOUN
american_scientific_journal-12136	3	5	about	about	ADP
american_scientific_journal-12136	3	6	an	an	DET
american_scientific_journal-12136	3	7	animal	animal	NOUN
american_scientific_journal-12136	3	8	intrusion	intrusion	NOUN
american_scientific_journal-12136	3	9	avoiding	avoid	VERB
american_scientific_journal-12136	3	10	system	system	NOUN
american_scientific_journal-12136	3	11	that	that	PRON
american_scientific_journal-12136	3	12	uses	use	VERB
american_scientific_journal-12136	3	13	a	a	DET
american_scientific_journal-12136	3	14	combination	combination	NOUN
american_scientific_journal-12136	3	15	of	of	ADP
american_scientific_journal-12136	3	16	sensors	sensor	NOUN
american_scientific_journal-12136	3	17	,	,	PUNCT
american_scientific_journal-12136	3	18	including	include	VERB
american_scientific_journal-12136	3	19	thermal	thermal	ADJ
american_scientific_journal-12136	3	20	cameras	camera	NOUN
american_scientific_journal-12136	3	21	,	,	PUNCT
american_scientific_journal-12136	3	22	microphones	microphone	NOUN
american_scientific_journal-12136	3	23	,	,	PUNCT
american_scientific_journal-12136	3	24	and	and	CCONJ
american_scientific_journal-12136	3	25	motion	motion	NOUN
american_scientific_journal-12136	3	26	detectors	detector	NOUN
american_scientific_journal-12136	3	27	.	.	PUNCT
american_scientific_journal-12136	4	1	the	the	DET
american_scientific_journal-12136	4	2	sensors	sensor	NOUN
american_scientific_journal-12136	4	3	work	work	VERB
american_scientific_journal-12136	4	4	in	in	ADP
american_scientific_journal-12136	4	5	conjunction	conjunction	NOUN
american_scientific_journal-12136	4	6	with	with	ADP
american_scientific_journal-12136	4	7	artificial	artificial	ADJ
american_scientific_journal-12136	4	8	intelligence	intelligence	NOUN
american_scientific_journal-12136	4	9	running	run	VERB
american_scientific_journal-12136	4	10	on	on	ADP
american_scientific_journal-12136	4	11	edge	edge	NOUN
american_scientific_journal-12136	4	12	devices	device	NOUN
american_scientific_journal-12136	4	13	,	,	PUNCT
american_scientific_journal-12136	4	14	sending	send	VERB
american_scientific_journal-12136	4	15	alerts	alert	NOUN
american_scientific_journal-12136	4	16	through	through	ADP
american_scientific_journal-12136	4	17	a	a	DET
american_scientific_journal-12136	4	18	kafka	kafka	PROPN
american_scientific_journal-12136	4	19	streaming	streaming	NOUN
american_scientific_journal-12136	4	20	system	system	NOUN
american_scientific_journal-12136	4	21	.	.	PUNCT
american_scientific_journal-12136	5	1	unlike	unlike	ADP
american_scientific_journal-12136	5	2	existing	exist	VERB
american_scientific_journal-12136	5	3	systems	system	NOUN
american_scientific_journal-12136	5	4	that	that	PRON
american_scientific_journal-12136	5	5	rely	rely	VERB
american_scientific_journal-12136	5	6	on	on	ADP
american_scientific_journal-12136	5	7	only	only	ADV
american_scientific_journal-12136	5	8	one	one	NUM
american_scientific_journal-12136	5	9	type	type	NOUN
american_scientific_journal-12136	5	10	of	of	ADP
american_scientific_journal-12136	5	11	sensor	sensor	NOUN
american_scientific_journal-12136	5	12	or	or	CCONJ
american_scientific_journal-12136	5	13	fixed	fix	VERB
american_scientific_journal-12136	5	14	models	model	NOUN
american_scientific_journal-12136	5	15	,	,	PUNCT
american_scientific_journal-12136	5	16	our	our	PRON
american_scientific_journal-12136	5	17	method	method	NOUN
american_scientific_journal-12136	5	18	combines	combine	VERB
american_scientific_journal-12136	5	19	several	several	ADJ
american_scientific_journal-12136	5	20	signals	signal	NOUN
american_scientific_journal-12136	5	21	and	and	CCONJ
american_scientific_journal-12136	5	22	can	can	AUX
american_scientific_journal-12136	5	23	also	also	ADV
american_scientific_journal-12136	5	24	learn	learn	VERB
american_scientific_journal-12136	5	25	to	to	PART
american_scientific_journal-12136	5	26	recognize	recognize	VERB
american_scientific_journal-12136	5	27	new	new	ADJ
american_scientific_journal-12136	5	28	animals	animal	NOUN
american_scientific_journal-12136	5	29	with	with	ADP
american_scientific_journal-12136	5	30	only	only	ADV
american_scientific_journal-12136	5	31	a	a	DET
american_scientific_journal-12136	5	32	few	few	ADJ
american_scientific_journal-12136	5	33	examples	example	NOUN
american_scientific_journal-12136	5	34	.	.	PUNCT
american_scientific_journal-12136	6	1	in	in	ADP
american_scientific_journal-12136	6	2	simulation	simulation	NOUN
american_scientific_journal-12136	6	3	tests	test	NOUN
american_scientific_journal-12136	6	4	,	,	PUNCT
american_scientific_journal-12136	6	5	the	the	DET
american_scientific_journal-12136	6	6	system	system	NOUN
american_scientific_journal-12136	6	7	achieved	achieve	VERB
american_scientific_journal-12136	6	8	about	about	ADV
american_scientific_journal-12136	6	9	ninetyfour	ninetyfour	PRON
american_scientific_journal-12136	6	10	percent	percent	NOUN
american_scientific_journal-12136	6	11	accuracy	accuracy	NOUN
american_scientific_journal-12136	6	12	,	,	PUNCT
american_scientific_journal-12136	6	13	reduced	reduce	VERB
american_scientific_journal-12136	6	14	false	false	ADJ
american_scientific_journal-12136	6	15	alarms	alarm	NOUN
american_scientific_journal-12136	6	16	by	by	ADP
american_scientific_journal-12136	6	17	more	more	ADJ
american_scientific_journal-12136	6	18	than	than	ADP
american_scientific_journal-12136	6	19	a	a	DET
american_scientific_journal-12136	6	20	third	third	NOUN
american_scientific_journal-12136	6	21	,	,	PUNCT
american_scientific_journal-12136	6	22	and	and	CCONJ
american_scientific_journal-12136	6	23	responded	respond	VERB
american_scientific_journal-12136	6	24	in	in	ADP
american_scientific_journal-12136	6	25	less	less	ADJ
american_scientific_journal-12136	6	26	than	than	ADP
american_scientific_journal-12136	6	27	two	two	NUM
american_scientific_journal-12136	6	28	hundred	hundred	NUM
american_scientific_journal-12136	6	29	milliseconds	millisecond	NOUN
american_scientific_journal-12136	6	30	.	.	PUNCT
american_scientific_journal-12136	7	1	when	when	SCONJ
american_scientific_journal-12136	7	2	compared	compare	VERB
american_scientific_journal-12136	7	3	with	with	ADP
american_scientific_journal-12136	7	4	systems	system	NOUN
american_scientific_journal-12136	7	5	that	that	PRON
american_scientific_journal-12136	7	6	used	use	VERB
american_scientific_journal-12136	7	7	only	only	ADJ
american_scientific_journal-12136	7	8	motion	motion	NOUN
american_scientific_journal-12136	7	9	sensors	sensor	NOUN
american_scientific_journal-12136	7	10	or	or	CCONJ
american_scientific_journal-12136	7	11	only	only	ADV
american_scientific_journal-12136	7	12	cameras	camera	NOUN
american_scientific_journal-12136	7	13	,	,	PUNCT
american_scientific_journal-12136	7	14	our	our	PRON
american_scientific_journal-12136	7	15	approach	approach	NOUN
american_scientific_journal-12136	7	16	proved	prove	VERB
american_scientific_journal-12136	7	17	to	to	PART
american_scientific_journal-12136	7	18	be	be	AUX
american_scientific_journal-12136	7	19	more	more	ADV
american_scientific_journal-12136	7	20	reliable	reliable	ADJ
american_scientific_journal-12136	7	21	.	.	PUNCT
american_scientific_journal-12136	8	1	the	the	DET
american_scientific_journal-12136	8	2	work	work	NOUN
american_scientific_journal-12136	8	3	is	be	AUX
american_scientific_journal-12136	8	4	still	still	ADV
american_scientific_journal-12136	8	5	limited	limited	ADJ
american_scientific_journal-12136	8	6	because	because	SCONJ
american_scientific_journal-12136	8	7	it	it	PRON
american_scientific_journal-12136	8	8	is	be	AUX
american_scientific_journal-12136	8	9	based	base	VERB
american_scientific_journal-12136	8	10	on	on	ADP
american_scientific_journal-12136	8	11	simulations	simulation	NOUN
american_scientific_journal-12136	8	12	rather	rather	ADV
american_scientific_journal-12136	8	13	than	than	ADP
american_scientific_journal-12136	8	14	real	real	ADJ
american_scientific_journal-12136	8	15	-	-	PUNCT
american_scientific_journal-12136	8	16	world	world	NOUN
american_scientific_journal-12136	8	17	farm	farm	NOUN
american_scientific_journal-12136	8	18	testing	testing	NOUN
american_scientific_journal-12136	8	19	,	,	PUNCT
american_scientific_journal-12136	8	20	but	but	CCONJ
american_scientific_journal-12136	8	21	plans	plan	NOUN
american_scientific_journal-12136	8	22	include	include	VERB
american_scientific_journal-12136	8	23	real	real	ADJ
american_scientific_journal-12136	8	24	-	-	PUNCT
american_scientific_journal-12136	8	25	world	world	NOUN
american_scientific_journal-12136	8	26	trials	trial	NOUN
american_scientific_journal-12136	8	27	,	,	PUNCT
american_scientific_journal-12136	8	28	adding	add	VERB
american_scientific_journal-12136	8	29	long	long	ADJ
american_scientific_journal-12136	8	30	-	-	PUNCT
american_scientific_journal-12136	8	31	range	range	NOUN
american_scientific_journal-12136	8	32	communication	communication	NOUN
american_scientific_journal-12136	8	33	such	such	ADJ
american_scientific_journal-12136	8	34	as	as	ADP
american_scientific_journal-12136	8	35	lorawan	lorawan	PROPN
american_scientific_journal-12136	8	36	,	,	PUNCT
american_scientific_journal-12136	8	37	and	and	CCONJ
american_scientific_journal-12136	8	38	utilizing	utilize	VERB
american_scientific_journal-12136	8	39	advanced	advanced	ADJ
american_scientific_journal-12136	8	40	techniques	technique	NOUN
american_scientific_journal-12136	8	41	like	like	ADP
american_scientific_journal-12136	8	42	federated	federate	VERB
american_scientific_journal-12136	8	43	learning	learning	NOUN
american_scientific_journal-12136	8	44	to	to	PART
american_scientific_journal-12136	8	45	make	make	VERB
american_scientific_journal-12136	8	46	the	the	DET
american_scientific_journal-12136	8	47	system	system	NOUN
american_scientific_journal-12136	8	48	even	even	ADV
american_scientific_journal-12136	8	49	stronger	strong	ADJ
american_scientific_journal-12136	8	50	.	.	PUNCT
american_scientific_journal-12136	9	1	keywords	keyword	NOUN
american_scientific_journal-12136	9	2	:	:	PUNCT
american_scientific_journal-12136	9	3	iot	iot	ADJ
american_scientific_journal-12136	9	4	;	;	PUNCT
american_scientific_journal-12136	9	5	kafka	kafka	PROPN
american_scientific_journal-12136	9	6	;	;	PUNCT
american_scientific_journal-12136	9	7	edge	edge	NOUN
american_scientific_journal-12136	9	8	ai	ai	VERB
american_scientific_journal-12136	9	9	;	;	PUNCT
american_scientific_journal-12136	9	10	few	few	ADJ
american_scientific_journal-12136	9	11	-	-	PUNCT
american_scientific_journal-12136	9	12	shot	shot	NOUN
american_scientific_journal-12136	9	13	learning	learning	NOUN
american_scientific_journal-12136	9	14	;	;	PUNCT
american_scientific_journal-12136	9	15	smart	smart	ADJ
american_scientific_journal-12136	9	16	agriculture	agriculture	NOUN
american_scientific_journal-12136	9	17	;	;	PUNCT
american_scientific_journal-12136	9	18	wildlife	wildlife	NOUN
american_scientific_journal-12136	9	19	detection	detection	NOUN
american_scientific_journal-12136	9	20	;	;	PUNCT
american_scientific_journal-12136	9	21	tinyml	tinyml	ADJ
american_scientific_journal-12136	9	22	.	.	PUNCT
american_scientific_journal-12136	10	1	1	1	X
american_scientific_journal-12136	10	2	.	.	X
american_scientific_journal-12136	10	3	introduction	introduction	NOUN
american_scientific_journal-12136	10	4	wild	wild	ADJ
american_scientific_journal-12136	10	5	animals	animal	NOUN
american_scientific_journal-12136	10	6	remain	remain	VERB
american_scientific_journal-12136	10	7	a	a	DET
american_scientific_journal-12136	10	8	significant	significant	ADJ
american_scientific_journal-12136	10	9	problem	problem	NOUN
american_scientific_journal-12136	10	10	for	for	ADP
american_scientific_journal-12136	10	11	farmers	farmer	NOUN
american_scientific_journal-12136	10	12	.	.	PUNCT
american_scientific_journal-12136	11	1	deer	deer	NOUN
american_scientific_journal-12136	11	2	trample	trample	NOUN
american_scientific_journal-12136	11	3	young	young	ADJ
american_scientific_journal-12136	11	4	plants	plant	NOUN
american_scientific_journal-12136	12	1	,	,	PUNCT
american_scientific_journal-12136	12	2	boars	boar	NOUN
american_scientific_journal-12136	12	3	dig	dig	VERB
american_scientific_journal-12136	12	4	up	up	ADP
american_scientific_journal-12136	12	5	large	large	ADJ
american_scientific_journal-12136	12	6	parts	part	NOUN
american_scientific_journal-12136	12	7	of	of	ADP
american_scientific_journal-12136	12	8	fields	field	NOUN
american_scientific_journal-12136	12	9	,	,	PUNCT
american_scientific_journal-12136	12	10	and	and	CCONJ
american_scientific_journal-12136	12	11	rabbits	rabbit	NOUN
american_scientific_journal-12136	12	12	can	can	AUX
american_scientific_journal-12136	12	13	destroy	destroy	VERB
american_scientific_journal-12136	12	14	crops	crop	NOUN
american_scientific_journal-12136	12	15	very	very	ADV
american_scientific_journal-12136	12	16	quickly	quickly	ADV
american_scientific_journal-12136	12	17	.	.	PUNCT
american_scientific_journal-12136	13	1	these	these	DET
american_scientific_journal-12136	13	2	intrusions	intrusion	NOUN
american_scientific_journal-12136	13	3	cause	cause	VERB
american_scientific_journal-12136	13	4	billions	billion	NOUN
american_scientific_journal-12136	13	5	of	of	ADP
american_scientific_journal-12136	13	6	dollars	dollar	NOUN
american_scientific_journal-12136	13	7	in	in	ADP
american_scientific_journal-12136	13	8	losses	loss	NOUN
american_scientific_journal-12136	13	9	every	every	DET
american_scientific_journal-12136	13	10	year	year	NOUN
american_scientific_journal-12136	13	11	.	.	PUNCT
american_scientific_journal-12136	14	1	traditional	traditional	ADJ
american_scientific_journal-12136	14	2	methods	method	NOUN
american_scientific_journal-12136	14	3	such	such	ADJ
american_scientific_journal-12136	14	4	as	as	ADP
american_scientific_journal-12136	14	5	fences	fence	NOUN
american_scientific_journal-12136	14	6	,	,	PUNCT
american_scientific_journal-12136	14	7	alarms	alarm	NOUN
american_scientific_journal-12136	14	8	,	,	PUNCT
american_scientific_journal-12136	14	9	or	or	CCONJ
american_scientific_journal-12136	14	10	human	human	ADJ
american_scientific_journal-12136	14	11	patrols	patrol	NOUN
american_scientific_journal-12136	14	12	are	be	AUX
american_scientific_journal-12136	14	13	costly	costly	ADJ
american_scientific_journal-12136	14	14	and	and	CCONJ
american_scientific_journal-12136	14	15	often	often	ADV
american_scientific_journal-12136	14	16	not	not	PART
american_scientific_journal-12136	14	17	flexible	flexible	ADJ
american_scientific_journal-12136	14	18	enough	enough	ADV
american_scientific_journal-12136	14	19	to	to	PART
american_scientific_journal-12136	14	20	deal	deal	VERB
american_scientific_journal-12136	14	21	with	with	ADP
american_scientific_journal-12136	14	22	changing	change	VERB
american_scientific_journal-12136	14	23	threats	threat	NOUN
american_scientific_journal-12136	14	24	.	.	PUNCT
american_scientific_journal-12136	15	1	with	with	ADP
american_scientific_journal-12136	15	2	the	the	DET
american_scientific_journal-12136	15	3	rise	rise	NOUN
american_scientific_journal-12136	15	4	of	of	ADP
american_scientific_journal-12136	15	5	new	new	ADJ
american_scientific_journal-12136	15	6	technologies	technology	NOUN
american_scientific_journal-12136	15	7	,	,	PUNCT
american_scientific_journal-12136	15	8	such	such	ADJ
american_scientific_journal-12136	15	9	as	as	ADP
american_scientific_journal-12136	15	10	edge	edge	NOUN
american_scientific_journal-12136	15	11	artificial	artificial	ADJ
american_scientific_journal-12136	15	12	intelligence	intelligence	NOUN
american_scientific_journal-12136	15	13	and	and	CCONJ
american_scientific_journal-12136	15	14	iot	iot	ADJ
american_scientific_journal-12136	15	15	sensors	sensor	NOUN
american_scientific_journal-12136	15	16	,	,	PUNCT
american_scientific_journal-12136	15	17	farms	farm	NOUN
american_scientific_journal-12136	15	18	now	now	ADV
american_scientific_journal-12136	15	19	have	have	VERB
american_scientific_journal-12136	15	20	the	the	DET
american_scientific_journal-12136	15	21	opportunity	opportunity	NOUN
american_scientific_journal-12136	15	22	to	to	PART
american_scientific_journal-12136	15	23	detect	detect	VERB
american_scientific_journal-12136	15	24	and	and	CCONJ
american_scientific_journal-12136	15	25	respond	respond	VERB
american_scientific_journal-12136	15	26	to	to	ADP
american_scientific_journal-12136	15	27	animal	animal	NOUN
american_scientific_journal-12136	15	28	threats	threat	NOUN
american_scientific_journal-12136	15	29	in	in	ADP
american_scientific_journal-12136	15	30	real-time.in	real-time.in	NOUN
american_scientific_journal-12136	15	31	this	this	DET
american_scientific_journal-12136	15	32	paper	paper	NOUN
american_scientific_journal-12136	15	33	,	,	PUNCT
american_scientific_journal-12136	15	34	we	we	PRON
american_scientific_journal-12136	15	35	describe	describe	VERB
american_scientific_journal-12136	15	36	a	a	DET
american_scientific_journal-12136	15	37	system	system	NOUN
american_scientific_journal-12136	15	38	that	that	PRON
american_scientific_journal-12136	15	39	brings	bring	VERB
american_scientific_journal-12136	15	40	together	together	ADV
american_scientific_journal-12136	15	41	several	several	ADJ
american_scientific_journal-12136	15	42	layers	layer	NOUN
american_scientific_journal-12136	15	43	of	of	ADP
american_scientific_journal-12136	15	44	technology	technology	NOUN
american_scientific_journal-12136	15	45	.	.	PUNCT
american_scientific_journal-12136	16	1	it	it	PRON
american_scientific_journal-12136	16	2	utilizes	utilize	VERB
american_scientific_journal-12136	16	3	various	various	ADJ
american_scientific_journal-12136	16	4	types	type	NOUN
american_scientific_journal-12136	16	5	of	of	ADP
american_scientific_journal-12136	16	6	sensors	sensor	NOUN
american_scientific_journal-12136	16	7	,	,	PUNCT
american_scientific_journal-12136	16	8	applies	apply	VERB
american_scientific_journal-12136	16	9	rapid	rapid	ADJ
american_scientific_journal-12136	16	10	detection	detection	NOUN
american_scientific_journal-12136	16	11	on	on	ADP
american_scientific_journal-12136	16	12	edge	edge	NOUN
american_scientific_journal-12136	16	13	devices	device	NOUN
american_scientific_journal-12136	16	14	,	,	PUNCT
american_scientific_journal-12136	16	15	sends	send	VERB
american_scientific_journal-12136	16	16	alerts	alert	NOUN
american_scientific_journal-12136	16	17	via	via	ADP
american_scientific_journal-12136	16	18	kafka	kafka	PROPN
american_scientific_journal-12136	16	19	,	,	PUNCT
american_scientific_journal-12136	16	20	and	and	CCONJ
american_scientific_journal-12136	16	21	relies	rely	VERB
american_scientific_journal-12136	16	22	on	on	ADP
american_scientific_journal-12136	16	23	cloud	cloud	NOUN
american_scientific_journal-12136	16	24	-	-	PUNCT
american_scientific_journal-12136	16	25	based	base	VERB
american_scientific_journal-12136	16	26	few	few	ADJ
american_scientific_journal-12136	16	27	-	-	PUNCT
american_scientific_journal-12136	16	28	shot	shot	NOUN
american_scientific_journal-12136	16	29	learning	learning	NOUN
american_scientific_journal-12136	16	30	to	to	PART
american_scientific_journal-12136	16	31	recognize	recognize	VERB
american_scientific_journal-12136	16	32	new	new	ADJ
american_scientific_journal-12136	16	33	animals	animal	NOUN
american_scientific_journal-12136	16	34	without	without	ADP
american_scientific_journal-12136	16	35	retraining	retrain	VERB
american_scientific_journal-12136	16	36	the	the	DET
american_scientific_journal-12136	16	37	entire	entire	ADJ
american_scientific_journal-12136	16	38	model	model	NOUN
american_scientific_journal-12136	16	39	.	.	PUNCT
american_scientific_journal-12136	17	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12136	17	2	received	receive	VERB
american_scientific_journal-12136	17	3	:	:	PUNCT
american_scientific_journal-12136	17	4	9/14/2025	9/14/2025	NUM
american_scientific_journal-12136	17	5	accepted	accept	VERB
american_scientific_journal-12136	17	6	:	:	PUNCT
american_scientific_journal-12136	17	7	11/14/2025	11/14/2025	NUM
american_scientific_journal-12136	17	8	published	publish	VERB
american_scientific_journal-12136	17	9	:	:	PUNCT
american_scientific_journal-12136	17	10	11/26/2025	11/26/2025	NUM
american_scientific_journal-12136	17	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-12136	17	12	*	*	PUNCT
american_scientific_journal-12136	17	13	corresponding	correspond	VERB
american_scientific_journal-12136	17	14	author	author	NOUN
american_scientific_journal-12136	17	15	.	.	PUNCT
american_scientific_journal-12136	18	1	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-12136	18	2	american	american	PROPN
american_scientific_journal-12136	18	3	academic	academic	PROPN
american_scientific_journal-12136	18	4	scientific	scientific	ADJ
american_scientific_journal-12136	18	5	research	research	NOUN
american_scientific_journal-12136	18	6	journal	journal	NOUN
american_scientific_journal-12136	18	7	for	for	ADP
american_scientific_journal-12136	18	8	engineering	engineering	NOUN
american_scientific_journal-12136	18	9	,	,	PUNCT
american_scientific_journal-12136	18	10	technology	technology	NOUN
american_scientific_journal-12136	18	11	,	,	PUNCT
american_scientific_journal-12136	18	12	and	and	CCONJ
american_scientific_journal-12136	18	13	sciences	science	NOUN
american_scientific_journal-12136	18	14	(	(	PUNCT
american_scientific_journal-12136	18	15	asrjets	asrjet	NOUN
american_scientific_journal-12136	18	16	)	)	PUNCT
american_scientific_journal-12136	18	17	volume	volume	NOUN
american_scientific_journal-12136	18	18	103	103	NUM
american_scientific_journal-12136	18	19	,	,	PUNCT
american_scientific_journal-12136	18	20	no	no	DET
american_scientific_journal-12136	18	21	1	1	NUM
american_scientific_journal-12136	18	22	,	,	PUNCT
american_scientific_journal-12136	18	23	pp	pp	ADV
american_scientific_journal-12136	18	24	392	392	NUM
american_scientific_journal-12136	18	25	-	-	SYM
american_scientific_journal-12136	18	26	402	402	NUM
american_scientific_journal-12136	18	27	393	393	NUM
american_scientific_journal-12136	18	28	in	in	ADP
american_scientific_journal-12136	18	29	our	our	PRON
american_scientific_journal-12136	18	30	simulation	simulation	NOUN
american_scientific_journal-12136	18	31	tests	test	NOUN
american_scientific_journal-12136	18	32	,	,	PUNCT
american_scientific_journal-12136	18	33	the	the	DET
american_scientific_journal-12136	18	34	system	system	NOUN
american_scientific_journal-12136	18	35	was	be	AUX
american_scientific_journal-12136	18	36	able	able	ADJ
american_scientific_journal-12136	18	37	to	to	PART
american_scientific_journal-12136	18	38	detect	detect	VERB
american_scientific_journal-12136	18	39	animals	animal	NOUN
american_scientific_journal-12136	18	40	with	with	ADP
american_scientific_journal-12136	18	41	more	more	ADJ
american_scientific_journal-12136	18	42	than	than	ADP
american_scientific_journal-12136	18	43	ninety	ninety	NUM
american_scientific_journal-12136	18	44	-	-	PUNCT
american_scientific_journal-12136	18	45	four	four	NUM
american_scientific_journal-12136	18	46	percent	percent	NOUN
american_scientific_journal-12136	18	47	accuracy	accuracy	NOUN
american_scientific_journal-12136	18	48	and	and	CCONJ
american_scientific_journal-12136	18	49	respond	respond	VERB
american_scientific_journal-12136	18	50	in	in	ADP
american_scientific_journal-12136	18	51	less	less	ADJ
american_scientific_journal-12136	18	52	than	than	ADP
american_scientific_journal-12136	18	53	two	two	NUM
american_scientific_journal-12136	18	54	hundred	hundred	NUM
american_scientific_journal-12136	18	55	milliseconds	millisecond	NOUN
american_scientific_journal-12136	18	56	.	.	PUNCT
american_scientific_journal-12136	19	1	wildlife	wildlife	NOUN
american_scientific_journal-12136	19	2	intrusions	intrusion	NOUN
american_scientific_journal-12136	19	3	continue	continue	VERB
american_scientific_journal-12136	19	4	to	to	PART
american_scientific_journal-12136	19	5	reduce	reduce	VERB
american_scientific_journal-12136	19	6	farm	farm	NOUN
american_scientific_journal-12136	19	7	productivity	productivity	NOUN
american_scientific_journal-12136	19	8	on	on	ADP
american_scientific_journal-12136	19	9	a	a	DET
american_scientific_journal-12136	19	10	global	global	ADJ
american_scientific_journal-12136	19	11	scale	scale	NOUN
american_scientific_journal-12136	19	12	.	.	PUNCT
american_scientific_journal-12136	20	1	existing	exist	VERB
american_scientific_journal-12136	20	2	approaches	approach	NOUN
american_scientific_journal-12136	20	3	,	,	PUNCT
american_scientific_journal-12136	20	4	such	such	ADJ
american_scientific_journal-12136	20	5	as	as	ADP
american_scientific_journal-12136	20	6	fences	fence	NOUN
american_scientific_journal-12136	20	7	,	,	PUNCT
american_scientific_journal-12136	20	8	manual	manual	ADJ
american_scientific_journal-12136	20	9	patrols	patrol	NOUN
american_scientific_journal-12136	20	10	,	,	PUNCT
american_scientific_journal-12136	20	11	and	and	CCONJ
american_scientific_journal-12136	20	12	simple	simple	ADJ
american_scientific_journal-12136	20	13	motion	motion	NOUN
american_scientific_journal-12136	20	14	sensors	sensor	NOUN
american_scientific_journal-12136	20	15	,	,	PUNCT
american_scientific_journal-12136	20	16	are	be	AUX
american_scientific_journal-12136	20	17	either	either	CCONJ
american_scientific_journal-12136	20	18	too	too	ADV
american_scientific_journal-12136	20	19	costly	costly	ADJ
american_scientific_journal-12136	20	20	or	or	CCONJ
american_scientific_journal-12136	20	21	not	not	PART
american_scientific_journal-12136	20	22	adaptable	adaptable	ADJ
american_scientific_journal-12136	20	23	enough	enough	ADV
american_scientific_journal-12136	20	24	for	for	ADP
american_scientific_journal-12136	20	25	the	the	DET
american_scientific_journal-12136	20	26	wide	wide	ADJ
american_scientific_journal-12136	20	27	variety	variety	NOUN
american_scientific_journal-12136	20	28	of	of	ADP
american_scientific_journal-12136	20	29	animal	animal	NOUN
american_scientific_journal-12136	20	30	behaviors	behavior	NOUN
american_scientific_journal-12136	20	31	.	.	PUNCT
american_scientific_journal-12136	21	1	advances	advance	NOUN
american_scientific_journal-12136	21	2	in	in	ADP
american_scientific_journal-12136	21	3	edge	edge	NOUN
american_scientific_journal-12136	21	4	ai	ai	VERB
american_scientific_journal-12136	21	5	,	,	PUNCT
american_scientific_journal-12136	21	6	iot	iot	ADJ
american_scientific_journal-12136	21	7	sensor	sensor	NOUN
american_scientific_journal-12136	21	8	fusion	fusion	NOUN
american_scientific_journal-12136	21	9	,	,	PUNCT
american_scientific_journal-12136	21	10	and	and	CCONJ
american_scientific_journal-12136	21	11	event	event	NOUN
american_scientific_journal-12136	21	12	streaming	streaming	NOUN
american_scientific_journal-12136	21	13	now	now	ADV
american_scientific_journal-12136	21	14	provide	provide	VERB
american_scientific_journal-12136	21	15	the	the	DET
american_scientific_journal-12136	21	16	possibility	possibility	NOUN
american_scientific_journal-12136	21	17	of	of	ADP
american_scientific_journal-12136	21	18	real	real	ADJ
american_scientific_journal-12136	21	19	-	-	PUNCT
american_scientific_journal-12136	21	20	time	time	NOUN
american_scientific_journal-12136	21	21	adaptive	adaptive	ADJ
american_scientific_journal-12136	21	22	intrusion	intrusion	NOUN
american_scientific_journal-12136	21	23	detection	detection	NOUN
american_scientific_journal-12136	21	24	.	.	PUNCT
american_scientific_journal-12136	22	1	current	current	ADJ
american_scientific_journal-12136	22	2	systems	system	NOUN
american_scientific_journal-12136	22	3	have	have	VERB
american_scientific_journal-12136	22	4	apparent	apparent	ADJ
american_scientific_journal-12136	22	5	gaps	gap	NOUN
american_scientific_journal-12136	22	6	.	.	PUNCT
american_scientific_journal-12136	23	1	most	most	ADJ
american_scientific_journal-12136	23	2	rely	rely	VERB
american_scientific_journal-12136	23	3	on	on	ADP
american_scientific_journal-12136	23	4	only	only	ADV
american_scientific_journal-12136	23	5	one	one	NUM
american_scientific_journal-12136	23	6	type	type	NOUN
american_scientific_journal-12136	23	7	of	of	ADP
american_scientific_journal-12136	23	8	sensor	sensor	NOUN
american_scientific_journal-12136	23	9	,	,	PUNCT
american_scientific_journal-12136	23	10	such	such	ADJ
american_scientific_journal-12136	23	11	as	as	ADP
american_scientific_journal-12136	23	12	a	a	DET
american_scientific_journal-12136	23	13	pir	pir	PROPN
american_scientific_journal-12136	23	14	detector	detector	NOUN
american_scientific_journal-12136	23	15	or	or	CCONJ
american_scientific_journal-12136	23	16	a	a	DET
american_scientific_journal-12136	23	17	camera	camera	NOUN
american_scientific_journal-12136	23	18	,	,	PUNCT
american_scientific_journal-12136	23	19	and	and	CCONJ
american_scientific_journal-12136	23	20	do	do	AUX
american_scientific_journal-12136	23	21	not	not	PART
american_scientific_journal-12136	23	22	combine	combine	VERB
american_scientific_journal-12136	23	23	multiple	multiple	ADJ
american_scientific_journal-12136	23	24	sources	source	NOUN
american_scientific_journal-12136	23	25	of	of	ADP
american_scientific_journal-12136	23	26	information	information	NOUN
american_scientific_journal-12136	23	27	.	.	PUNCT
american_scientific_journal-12136	24	1	they	they	PRON
american_scientific_journal-12136	24	2	also	also	ADV
american_scientific_journal-12136	24	3	do	do	AUX
american_scientific_journal-12136	24	4	not	not	PART
american_scientific_journal-12136	24	5	include	include	VERB
american_scientific_journal-12136	24	6	adaptive	adaptive	ADJ
american_scientific_journal-12136	24	7	learning	learning	NOUN
american_scientific_journal-12136	24	8	to	to	PART
american_scientific_journal-12136	24	9	handle	handle	VERB
american_scientific_journal-12136	24	10	new	new	ADJ
american_scientific_journal-12136	24	11	animals	animal	NOUN
american_scientific_journal-12136	24	12	.	.	PUNCT
american_scientific_journal-12136	25	1	many	many	ADJ
american_scientific_journal-12136	25	2	depend	depend	VERB
american_scientific_journal-12136	25	3	only	only	ADV
american_scientific_journal-12136	25	4	on	on	ADP
american_scientific_journal-12136	25	5	cloud	cloud	NOUN
american_scientific_journal-12136	25	6	processing	processing	NOUN
american_scientific_journal-12136	25	7	,	,	PUNCT
american_scientific_journal-12136	25	8	which	which	PRON
american_scientific_journal-12136	25	9	can	can	AUX
american_scientific_journal-12136	25	10	lead	lead	VERB
american_scientific_journal-12136	25	11	to	to	ADP
american_scientific_journal-12136	25	12	delays	delay	NOUN
american_scientific_journal-12136	25	13	and	and	CCONJ
american_scientific_journal-12136	25	14	requires	require	VERB
american_scientific_journal-12136	25	15	constant	constant	ADJ
american_scientific_journal-12136	25	16	connectivity	connectivity	NOUN
american_scientific_journal-12136	25	17	.	.	PUNCT
american_scientific_journal-12136	26	1	the	the	DET
american_scientific_journal-12136	26	2	contributions	contribution	NOUN
american_scientific_journal-12136	26	3	of	of	ADP
american_scientific_journal-12136	26	4	our	our	PRON
american_scientific_journal-12136	26	5	work	work	NOUN
american_scientific_journal-12136	26	6	are	be	AUX
american_scientific_journal-12136	26	7	as	as	SCONJ
american_scientific_journal-12136	26	8	follows	follow	VERB
american_scientific_journal-12136	26	9	.	.	PUNCT
american_scientific_journal-12136	27	1	we	we	PRON
american_scientific_journal-12136	27	2	propose	propose	VERB
american_scientific_journal-12136	27	3	a	a	DET
american_scientific_journal-12136	27	4	multimodal	multimodal	NOUN
american_scientific_journal-12136	27	5	iot	iot	NOUN
american_scientific_journal-12136	27	6	system	system	NOUN
american_scientific_journal-12136	27	7	that	that	PRON
american_scientific_journal-12136	27	8	combines	combine	VERB
american_scientific_journal-12136	27	9	thermal	thermal	ADJ
american_scientific_journal-12136	27	10	,	,	PUNCT
american_scientific_journal-12136	27	11	visual	visual	ADJ
american_scientific_journal-12136	27	12	,	,	PUNCT
american_scientific_journal-12136	27	13	and	and	CCONJ
american_scientific_journal-12136	27	14	acoustic	acoustic	ADJ
american_scientific_journal-12136	27	15	data	datum	NOUN
american_scientific_journal-12136	27	16	for	for	ADP
american_scientific_journal-12136	27	17	stronger	strong	ADJ
american_scientific_journal-12136	27	18	detection	detection	NOUN
american_scientific_journal-12136	27	19	.	.	PUNCT
american_scientific_journal-12136	28	1	we	we	PRON
american_scientific_journal-12136	28	2	can	can	AUX
american_scientific_journal-12136	28	3	design	design	VERB
american_scientific_journal-12136	28	4	a	a	DET
american_scientific_journal-12136	28	5	low	low	ADJ
american_scientific_journal-12136	28	6	-	-	PUNCT
american_scientific_journal-12136	28	7	latency	latency	NOUN
american_scientific_journal-12136	28	8	edge	edge	NOUN
american_scientific_journal-12136	28	9	ai	ai	VERB
american_scientific_journal-12136	28	10	framework	framework	NOUN
american_scientific_journal-12136	28	11	with	with	ADP
american_scientific_journal-12136	28	12	yolov8	yolov8	PROPN
american_scientific_journal-12136	28	13	lite	lite	PROPN
american_scientific_journal-12136	28	14	models	model	NOUN
american_scientific_journal-12136	28	15	that	that	PRON
american_scientific_journal-12136	28	16	are	be	AUX
american_scientific_journal-12136	28	17	optimized	optimize	VERB
american_scientific_journal-12136	28	18	for	for	ADP
american_scientific_journal-12136	28	19	nvidia	nvidia	PROPN
american_scientific_journal-12136	28	20	jetson	jetson	PROPN
american_scientific_journal-12136	28	21	nano	nano	PROPN
american_scientific_journal-12136	28	22	.	.	PUNCT
american_scientific_journal-12136	29	1	[	[	X
american_scientific_journal-12136	29	2	2	2	X
american_scientific_journal-12136	29	3	]	]	PUNCT
american_scientific_journal-12136	29	4	we	we	PRON
american_scientific_journal-12136	29	5	integrate	integrate	VERB
american_scientific_journal-12136	29	6	kafka	kafka	PROPN
american_scientific_journal-12136	29	7	-	-	PUNCT
american_scientific_journal-12136	29	8	based	base	VERB
american_scientific_journal-12136	29	9	streaming	streaming	NOUN
american_scientific_journal-12136	29	10	to	to	PART
american_scientific_journal-12136	29	11	provide	provide	VERB
american_scientific_journal-12136	29	12	scalable	scalable	ADJ
american_scientific_journal-12136	29	13	and	and	CCONJ
american_scientific_journal-12136	29	14	reliable	reliable	ADJ
american_scientific_journal-12136	29	15	message	message	NOUN
american_scientific_journal-12136	29	16	delivery	delivery	NOUN
american_scientific_journal-12136	29	17	.	.	PUNCT
american_scientific_journal-12136	30	1	we	we	PRON
american_scientific_journal-12136	30	2	introduce	introduce	VERB
american_scientific_journal-12136	30	3	a	a	DET
american_scientific_journal-12136	30	4	few	few	ADJ
american_scientific_journal-12136	30	5	-	-	PUNCT
american_scientific_journal-12136	30	6	shot	shot	NOUN
american_scientific_journal-12136	30	7	learning	learning	NOUN
american_scientific_journal-12136	30	8	method	method	NOUN
american_scientific_journal-12136	30	9	to	to	PART
american_scientific_journal-12136	30	10	allow	allow	VERB
american_scientific_journal-12136	30	11	the	the	DET
american_scientific_journal-12136	30	12	system	system	NOUN
american_scientific_journal-12136	30	13	to	to	PART
american_scientific_journal-12136	30	14	recognize	recognize	VERB
american_scientific_journal-12136	30	15	new	new	ADJ
american_scientific_journal-12136	30	16	animals	animal	NOUN
american_scientific_journal-12136	30	17	with	with	ADP
american_scientific_journal-12136	30	18	very	very	ADV
american_scientific_journal-12136	30	19	little	little	ADJ
american_scientific_journal-12136	30	20	data	datum	NOUN
american_scientific_journal-12136	30	21	.	.	PUNCT
american_scientific_journal-12136	31	1	finally	finally	ADV
american_scientific_journal-12136	31	2	,	,	PUNCT
american_scientific_journal-12136	31	3	we	we	PRON
american_scientific_journal-12136	31	4	provide	provide	VERB
american_scientific_journal-12136	31	5	a	a	DET
american_scientific_journal-12136	31	6	comparison	comparison	NOUN
american_scientific_journal-12136	31	7	of	of	ADP
american_scientific_journal-12136	31	8	our	our	PRON
american_scientific_journal-12136	31	9	approach	approach	NOUN
american_scientific_journal-12136	31	10	against	against	ADP
american_scientific_journal-12136	31	11	systems	system	NOUN
american_scientific_journal-12136	31	12	that	that	PRON
american_scientific_journal-12136	31	13	use	use	VERB
american_scientific_journal-12136	31	14	only	only	ADV
american_scientific_journal-12136	31	15	pir	pir	PROPN
american_scientific_journal-12136	31	16	sensors	sensor	NOUN
american_scientific_journal-12136	31	17	or	or	CCONJ
american_scientific_journal-12136	31	18	only	only	ADV
american_scientific_journal-12136	31	19	cameras	camera	NOUN
american_scientific_journal-12136	31	20	.	.	PUNCT
american_scientific_journal-12136	32	1	2	2	X
american_scientific_journal-12136	32	2	.	.	X
american_scientific_journal-12136	32	3	related	relate	VERB
american_scientific_journal-12136	32	4	work	work	NOUN
american_scientific_journal-12136	32	5	most	most	ADJ
american_scientific_journal-12136	32	6	animal	animal	NOUN
american_scientific_journal-12136	32	7	detection	detection	NOUN
american_scientific_journal-12136	32	8	systems	system	NOUN
american_scientific_journal-12136	32	9	on	on	ADP
american_scientific_journal-12136	32	10	farms	farm	NOUN
american_scientific_journal-12136	32	11	today	today	NOUN
american_scientific_journal-12136	32	12	use	use	VERB
american_scientific_journal-12136	32	13	only	only	ADV
american_scientific_journal-12136	32	14	cameras	camera	NOUN
american_scientific_journal-12136	32	15	or	or	CCONJ
american_scientific_journal-12136	32	16	simple	simple	ADJ
american_scientific_journal-12136	32	17	motion	motion	NOUN
american_scientific_journal-12136	32	18	sensors	sensor	NOUN
american_scientific_journal-12136	32	19	such	such	ADJ
american_scientific_journal-12136	32	20	as	as	ADP
american_scientific_journal-12136	32	21	pir	pir	PROPN
american_scientific_journal-12136	32	22	.	.	PUNCT
american_scientific_journal-12136	33	1	some	some	DET
american_scientific_journal-12136	33	2	systems	system	NOUN
american_scientific_journal-12136	33	3	apply	apply	VERB
american_scientific_journal-12136	33	4	artificial	artificial	ADJ
american_scientific_journal-12136	33	5	intelligence	intelligence	NOUN
american_scientific_journal-12136	33	6	,	,	PUNCT
american_scientific_journal-12136	33	7	but	but	CCONJ
american_scientific_journal-12136	33	8	these	these	PRON
american_scientific_journal-12136	33	9	usually	usually	ADV
american_scientific_journal-12136	33	10	depend	depend	VERB
american_scientific_journal-12136	33	11	on	on	ADP
american_scientific_journal-12136	33	12	fixed	fix	VERB
american_scientific_journal-12136	33	13	models	model	NOUN
american_scientific_journal-12136	33	14	that	that	PRON
american_scientific_journal-12136	33	15	can	can	AUX
american_scientific_journal-12136	33	16	not	not	PART
american_scientific_journal-12136	33	17	easily	easily	ADV
american_scientific_journal-12136	33	18	adapt	adapt	VERB
american_scientific_journal-12136	33	19	to	to	ADP
american_scientific_journal-12136	33	20	new	new	ADJ
american_scientific_journal-12136	33	21	situations	situation	NOUN
american_scientific_journal-12136	33	22	.	.	PUNCT
american_scientific_journal-12136	34	1	very	very	ADV
american_scientific_journal-12136	34	2	few	few	ADJ
american_scientific_journal-12136	34	3	approaches	approach	NOUN
american_scientific_journal-12136	34	4	make	make	VERB
american_scientific_journal-12136	34	5	use	use	NOUN
american_scientific_journal-12136	34	6	of	of	ADP
american_scientific_journal-12136	34	7	sound	sound	ADJ
american_scientific_journal-12136	34	8	or	or	CCONJ
american_scientific_journal-12136	34	9	heat	heat	NOUN
american_scientific_journal-12136	34	10	sensors	sensor	NOUN
american_scientific_journal-12136	34	11	,	,	PUNCT
american_scientific_journal-12136	34	12	and	and	CCONJ
american_scientific_journal-12136	34	13	even	even	ADV
american_scientific_journal-12136	34	14	fewer	few	ADJ
american_scientific_journal-12136	34	15	are	be	AUX
american_scientific_journal-12136	34	16	designed	design	VERB
american_scientific_journal-12136	34	17	to	to	PART
american_scientific_journal-12136	34	18	work	work	VERB
american_scientific_journal-12136	34	19	at	at	ADP
american_scientific_journal-12136	34	20	a	a	DET
american_scientific_journal-12136	34	21	large	large	ADJ
american_scientific_journal-12136	34	22	scale	scale	NOUN
american_scientific_journal-12136	34	23	across	across	ADP
american_scientific_journal-12136	34	24	real	real	ADJ
american_scientific_journal-12136	34	25	farms	farm	NOUN
american_scientific_journal-12136	34	26	.	.	PUNCT
american_scientific_journal-12136	35	1	some	some	DET
american_scientific_journal-12136	35	2	studies	study	NOUN
american_scientific_journal-12136	35	3	have	have	AUX
american_scientific_journal-12136	35	4	explored	explore	VERB
american_scientific_journal-12136	35	5	few	few	ADJ
american_scientific_journal-12136	35	6	-	-	PUNCT
american_scientific_journal-12136	35	7	shot	shot	NOUN
american_scientific_journal-12136	35	8	learning	learning	NOUN
american_scientific_journal-12136	35	9	to	to	PART
american_scientific_journal-12136	35	10	detect	detect	VERB
american_scientific_journal-12136	35	11	new	new	ADJ
american_scientific_journal-12136	35	12	objects	object	NOUN
american_scientific_journal-12136	35	13	,	,	PUNCT
american_scientific_journal-12136	35	14	but	but	CCONJ
american_scientific_journal-12136	35	15	this	this	DET
american_scientific_journal-12136	35	16	method	method	NOUN
american_scientific_journal-12136	35	17	is	be	AUX
american_scientific_journal-12136	35	18	rarely	rarely	ADV
american_scientific_journal-12136	35	19	used	use	VERB
american_scientific_journal-12136	35	20	in	in	ADP
american_scientific_journal-12136	35	21	farm	farm	NOUN
american_scientific_journal-12136	35	22	environments	environment	NOUN
american_scientific_journal-12136	35	23	where	where	SCONJ
american_scientific_journal-12136	35	24	models	model	NOUN
american_scientific_journal-12136	35	25	must	must	AUX
american_scientific_journal-12136	35	26	run	run	VERB
american_scientific_journal-12136	35	27	directly	directly	ADV
american_scientific_journal-12136	35	28	on	on	ADP
american_scientific_journal-12136	35	29	small	small	ADJ
american_scientific_journal-12136	35	30	edge	edge	NOUN
american_scientific_journal-12136	35	31	devices	device	NOUN
american_scientific_journal-12136	35	32	.	.	PUNCT
american_scientific_journal-12136	36	1	tinyml	tinyml	ADJ
american_scientific_journal-12136	36	2	has	have	AUX
american_scientific_journal-12136	36	3	demonstrated	demonstrate	VERB
american_scientific_journal-12136	36	4	promising	promising	ADJ
american_scientific_journal-12136	36	5	results	result	NOUN
american_scientific_journal-12136	36	6	in	in	ADP
american_scientific_journal-12136	36	7	controlled	control	VERB
american_scientific_journal-12136	36	8	environments	environment	NOUN
american_scientific_journal-12136	36	9	,	,	PUNCT
american_scientific_journal-12136	36	10	such	such	ADJ
american_scientific_journal-12136	36	11	as	as	ADP
american_scientific_journal-12136	36	12	greenhouses	greenhouse	NOUN
american_scientific_journal-12136	36	13	,	,	PUNCT
american_scientific_journal-12136	36	14	but	but	CCONJ
american_scientific_journal-12136	36	15	open	open	ADJ
american_scientific_journal-12136	36	16	rural	rural	ADJ
american_scientific_journal-12136	36	17	areas	area	NOUN
american_scientific_journal-12136	36	18	with	with	ADP
american_scientific_journal-12136	36	19	diverse	diverse	ADJ
american_scientific_journal-12136	36	20	animal	animal	NOUN
american_scientific_journal-12136	36	21	populations	population	NOUN
american_scientific_journal-12136	36	22	remain	remain	VERB
american_scientific_journal-12136	36	23	a	a	DET
american_scientific_journal-12136	36	24	challenge	challenge	NOUN
american_scientific_journal-12136	36	25	.	.	PUNCT
american_scientific_journal-12136	37	1	another	another	DET
american_scientific_journal-12136	37	2	weakness	weakness	NOUN
american_scientific_journal-12136	37	3	of	of	ADP
american_scientific_journal-12136	37	4	current	current	ADJ
american_scientific_journal-12136	37	5	systems	system	NOUN
american_scientific_journal-12136	37	6	is	be	AUX
american_scientific_journal-12136	37	7	that	that	SCONJ
american_scientific_journal-12136	37	8	they	they	PRON
american_scientific_journal-12136	37	9	are	be	AUX
american_scientific_journal-12136	37	10	hard	hard	ADJ
american_scientific_journal-12136	37	11	to	to	PART
american_scientific_journal-12136	37	12	update	update	VERB
american_scientific_journal-12136	37	13	or	or	CCONJ
american_scientific_journal-12136	37	14	customize	customize	VERB
american_scientific_journal-12136	37	15	once	once	SCONJ
american_scientific_journal-12136	37	16	they	they	PRON
american_scientific_journal-12136	37	17	are	be	AUX
american_scientific_journal-12136	37	18	deployed	deploy	VERB
american_scientific_journal-12136	37	19	.	.	PUNCT
american_scientific_journal-12136	38	1	this	this	PRON
american_scientific_journal-12136	38	2	makes	make	VERB
american_scientific_journal-12136	38	3	them	they	PRON
american_scientific_journal-12136	38	4	less	less	ADV
american_scientific_journal-12136	38	5	useful	useful	ADJ
american_scientific_journal-12136	38	6	when	when	SCONJ
american_scientific_journal-12136	38	7	conditions	condition	NOUN
american_scientific_journal-12136	38	8	change	change	VERB
american_scientific_journal-12136	38	9	.	.	PUNCT
american_scientific_journal-12136	39	1	in	in	ADP
american_scientific_journal-12136	39	2	contrast	contrast	NOUN
american_scientific_journal-12136	39	3	,	,	PUNCT
american_scientific_journal-12136	39	4	our	our	PRON
american_scientific_journal-12136	39	5	system	system	NOUN
american_scientific_journal-12136	39	6	is	be	AUX
american_scientific_journal-12136	39	7	designed	design	VERB
american_scientific_journal-12136	39	8	to	to	PART
american_scientific_journal-12136	39	9	be	be	AUX
american_scientific_journal-12136	39	10	adaptable	adaptable	ADJ
american_scientific_journal-12136	39	11	,	,	PUNCT
american_scientific_journal-12136	39	12	affordable	affordable	ADJ
american_scientific_journal-12136	39	13	,	,	PUNCT
american_scientific_journal-12136	39	14	and	and	CCONJ
american_scientific_journal-12136	39	15	easily	easily	ADV
american_scientific_journal-12136	39	16	expandable	expandable	ADJ
american_scientific_journal-12136	39	17	to	to	ADP
american_scientific_journal-12136	39	18	different	different	ADJ
american_scientific_journal-12136	39	19	farms	farm	NOUN
american_scientific_journal-12136	39	20	.	.	PUNCT
american_scientific_journal-12136	40	1	it	it	PRON
american_scientific_journal-12136	40	2	operates	operate	VERB
american_scientific_journal-12136	40	3	in	in	ADP
american_scientific_journal-12136	40	4	real	real	ADJ
american_scientific_journal-12136	40	5	-	-	PUNCT
american_scientific_journal-12136	40	6	time	time	NOUN
american_scientific_journal-12136	40	7	and	and	CCONJ
american_scientific_journal-12136	40	8	can	can	AUX
american_scientific_journal-12136	40	9	continue	continue	VERB
american_scientific_journal-12136	40	10	to	to	PART
american_scientific_journal-12136	40	11	improve	improve	VERB
american_scientific_journal-12136	40	12	over	over	ADP
american_scientific_journal-12136	40	13	time	time	NOUN
american_scientific_journal-12136	40	14	without	without	ADP
american_scientific_journal-12136	40	15	requiring	require	VERB
american_scientific_journal-12136	40	16	full	full	ADJ
american_scientific_journal-12136	40	17	retraining	retraining	NOUN
american_scientific_journal-12136	40	18	.	.	PUNCT
american_scientific_journal-12136	41	1	by	by	ADP
american_scientific_journal-12136	41	2	combining	combine	VERB
american_scientific_journal-12136	41	3	kafka	kafka	PROPN
american_scientific_journal-12136	41	4	for	for	ADP
american_scientific_journal-12136	41	5	fast	fast	ADJ
american_scientific_journal-12136	41	6	data	datum	NOUN
american_scientific_journal-12136	41	7	streaming	streaming	NOUN
american_scientific_journal-12136	41	8	,	,	PUNCT
american_scientific_journal-12136	41	9	multiple	multiple	ADJ
american_scientific_journal-12136	41	10	sensors	sensor	NOUN
american_scientific_journal-12136	41	11	for	for	ADP
american_scientific_journal-12136	41	12	enhanced	enhanced	ADJ
american_scientific_journal-12136	41	13	accuracy	accuracy	NOUN
american_scientific_journal-12136	41	14	,	,	PUNCT
american_scientific_journal-12136	41	15	and	and	CCONJ
american_scientific_journal-12136	41	16	cloud	cloud	NOUN
american_scientific_journal-12136	41	17	support	support	NOUN
american_scientific_journal-12136	41	18	for	for	ADP
american_scientific_journal-12136	41	19	machine	machine	NOUN
american_scientific_journal-12136	41	20	learning	learning	NOUN
american_scientific_journal-12136	41	21	,	,	PUNCT
american_scientific_journal-12136	41	22	we	we	PRON
american_scientific_journal-12136	41	23	aim	aim	VERB
american_scientific_journal-12136	41	24	to	to	PART
american_scientific_journal-12136	41	25	provide	provide	VERB
american_scientific_journal-12136	41	26	a	a	DET
american_scientific_journal-12136	41	27	practical	practical	ADJ
american_scientific_journal-12136	41	28	and	and	CCONJ
american_scientific_journal-12136	41	29	scalable	scalable	ADJ
american_scientific_journal-12136	41	30	solution	solution	NOUN
american_scientific_journal-12136	41	31	for	for	ADP
american_scientific_journal-12136	41	32	modern	modern	ADJ
american_scientific_journal-12136	41	33	agriculture	agriculture	NOUN
american_scientific_journal-12136	41	34	.	.	PUNCT
american_scientific_journal-12136	42	1	a.	a.	NOUN
american_scientific_journal-12136	42	2	system	system	NOUN
american_scientific_journal-12136	42	3	improvements	improvement	NOUN
american_scientific_journal-12136	42	4	over	over	ADP
american_scientific_journal-12136	42	5	existing	exist	VERB
american_scientific_journal-12136	42	6	work	work	NOUN
american_scientific_journal-12136	42	7	earlier	early	ADJ
american_scientific_journal-12136	42	8	research	research	NOUN
american_scientific_journal-12136	42	9	has	have	AUX
american_scientific_journal-12136	42	10	shown	show	VERB
american_scientific_journal-12136	42	11	the	the	DET
american_scientific_journal-12136	42	12	limits	limit	NOUN
american_scientific_journal-12136	42	13	of	of	ADP
american_scientific_journal-12136	42	14	camera	camera	NOUN
american_scientific_journal-12136	42	15	-	-	PUNCT
american_scientific_journal-12136	42	16	based	base	VERB
american_scientific_journal-12136	42	17	systems	system	NOUN
american_scientific_journal-12136	42	18	,	,	PUNCT
american_scientific_journal-12136	42	19	pir	pir	PROPN
american_scientific_journal-12136	42	20	detectors	detector	NOUN
american_scientific_journal-12136	42	21	,	,	PUNCT
american_scientific_journal-12136	42	22	and	and	CCONJ
american_scientific_journal-12136	42	23	single	single	ADJ
american_scientific_journal-12136	42	24	-	-	PUNCT
american_scientific_journal-12136	42	25	sensor	sensor	NOUN
american_scientific_journal-12136	42	26	ai	ai	NOUN
american_scientific_journal-12136	42	27	models	model	NOUN
american_scientific_journal-12136	42	28	.	.	PUNCT
american_scientific_journal-12136	43	1	these	these	DET
american_scientific_journal-12136	43	2	methods	method	NOUN
american_scientific_journal-12136	43	3	struggle	struggle	VERB
american_scientific_journal-12136	43	4	when	when	SCONJ
american_scientific_journal-12136	43	5	there	there	PRON
american_scientific_journal-12136	43	6	is	be	VERB
american_scientific_journal-12136	43	7	poor	poor	ADJ
american_scientific_journal-12136	43	8	lighting	lighting	NOUN
american_scientific_journal-12136	43	9	,	,	PUNCT
american_scientific_journal-12136	43	10	animal	animal	NOUN
american_scientific_journal-12136	43	11	occlusion	occlusion	NOUN
american_scientific_journal-12136	43	12	,	,	PUNCT
american_scientific_journal-12136	43	13	or	or	CCONJ
american_scientific_journal-12136	43	14	background	background	NOUN
american_scientific_journal-12136	43	15	noise	noise	NOUN
american_scientific_journal-12136	43	16	.	.	PUNCT
american_scientific_journal-12136	44	1	few	few	ADJ
american_scientific_journal-12136	44	2	-	-	PUNCT
american_scientific_journal-12136	44	3	shot	shot	NOUN
american_scientific_journal-12136	44	4	learning	learning	NOUN
american_scientific_journal-12136	44	5	has	have	AUX
american_scientific_journal-12136	44	6	been	be	AUX
american_scientific_journal-12136	44	7	tested	test	VERB
american_scientific_journal-12136	44	8	in	in	ADP
american_scientific_journal-12136	44	9	computer	computer	NOUN
american_scientific_journal-12136	44	10	vision	vision	NOUN
american_scientific_journal-12136	44	11	tasks	task	NOUN
american_scientific_journal-12136	44	12	but	but	CCONJ
american_scientific_journal-12136	44	13	is	be	AUX
american_scientific_journal-12136	44	14	not	not	PART
american_scientific_journal-12136	44	15	commonly	commonly	ADV
american_scientific_journal-12136	44	16	applied	apply	VERB
american_scientific_journal-12136	44	17	to	to	ADP
american_scientific_journal-12136	44	18	farm	farm	NOUN
american_scientific_journal-12136	44	19	-	-	PUNCT
american_scientific_journal-12136	44	20	based	base	VERB
american_scientific_journal-12136	44	21	animal	animal	NOUN
american_scientific_journal-12136	44	22	detection	detection	NOUN
american_scientific_journal-12136	44	23	.	.	PUNCT
american_scientific_journal-12136	45	1	recent	recent	ADJ
american_scientific_journal-12136	45	2	work	work	NOUN
american_scientific_journal-12136	45	3	also	also	ADV
american_scientific_journal-12136	45	4	shows	show	VERB
american_scientific_journal-12136	45	5	the	the	DET
american_scientific_journal-12136	45	6	promise	promise	NOUN
american_scientific_journal-12136	45	7	of	of	ADP
american_scientific_journal-12136	45	8	tinyml	tinyml	ADJ
american_scientific_journal-12136	45	9	and	and	CCONJ
american_scientific_journal-12136	45	10	edge	edge	NOUN
american_scientific_journal-12136	45	11	ai	ai	VERB
american_scientific_journal-12136	45	12	.	.	PUNCT
american_scientific_journal-12136	46	1	still	still	ADV
american_scientific_journal-12136	46	2	,	,	PUNCT
american_scientific_journal-12136	46	3	most	most	ADJ
american_scientific_journal-12136	46	4	of	of	ADP
american_scientific_journal-12136	46	5	this	this	DET
american_scientific_journal-12136	46	6	research	research	NOUN
american_scientific_journal-12136	46	7	focuses	focus	VERB
american_scientific_journal-12136	46	8	on	on	ADP
american_scientific_journal-12136	46	9	greenhouse	greenhouse	NOUN
american_scientific_journal-12136	46	10	american	american	ADJ
american_scientific_journal-12136	46	11	academic	academic	ADJ
american_scientific_journal-12136	46	12	scientific	scientific	ADJ
american_scientific_journal-12136	46	13	research	research	NOUN
american_scientific_journal-12136	46	14	journal	journal	NOUN
american_scientific_journal-12136	46	15	for	for	ADP
american_scientific_journal-12136	46	16	engineering	engineering	NOUN
american_scientific_journal-12136	46	17	,	,	PUNCT
american_scientific_journal-12136	46	18	technology	technology	NOUN
american_scientific_journal-12136	46	19	,	,	PUNCT
american_scientific_journal-12136	46	20	and	and	CCONJ
american_scientific_journal-12136	46	21	sciences	science	NOUN
american_scientific_journal-12136	46	22	(	(	PUNCT
american_scientific_journal-12136	46	23	asrjets	asrjet	NOUN
american_scientific_journal-12136	46	24	)	)	PUNCT
american_scientific_journal-12136	46	25	volume	volume	NOUN
american_scientific_journal-12136	46	26	103	103	NUM
american_scientific_journal-12136	46	27	,	,	PUNCT
american_scientific_journal-12136	46	28	no	no	DET
american_scientific_journal-12136	46	29	1	1	NUM
american_scientific_journal-12136	46	30	,	,	PUNCT
american_scientific_journal-12136	46	31	pp	pp	ADV
american_scientific_journal-12136	46	32	392	392	NUM
american_scientific_journal-12136	46	33	-	-	SYM
american_scientific_journal-12136	46	34	402	402	NUM
american_scientific_journal-12136	46	35	394	394	NUM
american_scientific_journal-12136	46	36	monitoring	monitoring	NOUN
american_scientific_journal-12136	46	37	or	or	CCONJ
american_scientific_journal-12136	46	38	livestock	livestock	NOUN
american_scientific_journal-12136	46	39	tracking	tracking	NOUN
american_scientific_journal-12136	46	40	,	,	PUNCT
american_scientific_journal-12136	46	41	rather	rather	ADV
american_scientific_journal-12136	46	42	than	than	ADP
american_scientific_journal-12136	46	43	keeping	keep	VERB
american_scientific_journal-12136	46	44	wild	wild	ADJ
american_scientific_journal-12136	46	45	animals	animal	NOUN
american_scientific_journal-12136	46	46	out	out	ADP
american_scientific_journal-12136	46	47	of	of	ADP
american_scientific_journal-12136	46	48	open	open	ADJ
american_scientific_journal-12136	46	49	fields	field	NOUN
american_scientific_journal-12136	46	50	.	.	PUNCT
american_scientific_journal-12136	47	1	our	our	PRON
american_scientific_journal-12136	47	2	work	work	NOUN
american_scientific_journal-12136	47	3	addresses	address	VERB
american_scientific_journal-12136	47	4	these	these	DET
american_scientific_journal-12136	47	5	gaps	gap	NOUN
american_scientific_journal-12136	47	6	by	by	ADP
american_scientific_journal-12136	47	7	combining	combine	VERB
american_scientific_journal-12136	47	8	three	three	NUM
american_scientific_journal-12136	47	9	kinds	kind	NOUN
american_scientific_journal-12136	47	10	of	of	ADP
american_scientific_journal-12136	47	11	sensing	sense	VERB
american_scientific_journal-12136	47	12	:	:	PUNCT
american_scientific_journal-12136	47	13	thermal	thermal	ADJ
american_scientific_journal-12136	47	14	,	,	PUNCT
american_scientific_journal-12136	47	15	acoustic	acoustic	ADJ
american_scientific_journal-12136	47	16	,	,	PUNCT
american_scientific_journal-12136	47	17	and	and	CCONJ
american_scientific_journal-12136	47	18	motion	motion	NOUN
american_scientific_journal-12136	47	19	.	.	PUNCT
american_scientific_journal-12136	48	1	this	this	DET
american_scientific_journal-12136	48	2	multimodal	multimodal	ADJ
american_scientific_journal-12136	48	3	setup	setup	NOUN
american_scientific_journal-12136	48	4	improves	improve	VERB
american_scientific_journal-12136	48	5	reliability	reliability	NOUN
american_scientific_journal-12136	48	6	.	.	PUNCT
american_scientific_journal-12136	49	1	we	we	PRON
american_scientific_journal-12136	49	2	also	also	ADV
american_scientific_journal-12136	49	3	use	use	VERB
american_scientific_journal-12136	49	4	sensor	sensor	NOUN
american_scientific_journal-12136	49	5	fusion	fusion	NOUN
american_scientific_journal-12136	49	6	scoring	score	VERB
american_scientific_journal-12136	49	7	to	to	PART
american_scientific_journal-12136	49	8	cut	cut	VERB
american_scientific_journal-12136	49	9	down	down	ADP
american_scientific_journal-12136	49	10	on	on	ADP
american_scientific_journal-12136	49	11	false	false	ADJ
american_scientific_journal-12136	49	12	alarms	alarm	NOUN
american_scientific_journal-12136	49	13	.	.	PUNCT
american_scientific_journal-12136	50	1	finally	finally	ADV
american_scientific_journal-12136	50	2	,	,	PUNCT
american_scientific_journal-12136	50	3	we	we	PRON
american_scientific_journal-12136	50	4	integrate	integrate	VERB
american_scientific_journal-12136	50	5	few	few	ADJ
american_scientific_journal-12136	50	6	-	-	PUNCT
american_scientific_journal-12136	50	7	shot	shot	NOUN
american_scientific_journal-12136	50	8	learning	learning	NOUN
american_scientific_journal-12136	50	9	so	so	SCONJ
american_scientific_journal-12136	50	10	that	that	SCONJ
american_scientific_journal-12136	50	11	the	the	DET
american_scientific_journal-12136	50	12	system	system	NOUN
american_scientific_journal-12136	50	13	can	can	AUX
american_scientific_journal-12136	50	14	quickly	quickly	ADV
american_scientific_journal-12136	50	15	adapt	adapt	VERB
american_scientific_journal-12136	50	16	to	to	ADP
american_scientific_journal-12136	50	17	new	new	ADJ
american_scientific_journal-12136	50	18	animal	animal	NOUN
american_scientific_journal-12136	50	19	species	specie	NOUN
american_scientific_journal-12136	50	20	while	while	SCONJ
american_scientific_journal-12136	50	21	still	still	ADV
american_scientific_journal-12136	50	22	running	run	VERB
american_scientific_journal-12136	50	23	efficiently	efficiently	ADV
american_scientific_journal-12136	50	24	on	on	ADP
american_scientific_journal-12136	50	25	farm	farm	NOUN
american_scientific_journal-12136	50	26	-	-	PUNCT
american_scientific_journal-12136	50	27	ready	ready	ADJ
american_scientific_journal-12136	50	28	edge	edge	NOUN
american_scientific_journal-12136	50	29	devices	device	NOUN
american_scientific_journal-12136	50	30	.	.	PUNCT
american_scientific_journal-12136	51	1	b.	b.	PROPN
american_scientific_journal-12136	51	2	dataset	dataset	PROPN
american_scientific_journal-12136	51	3	for	for	ADP
american_scientific_journal-12136	51	4	our	our	PRON
american_scientific_journal-12136	51	5	simulations	simulation	NOUN
american_scientific_journal-12136	51	6	,	,	PUNCT
american_scientific_journal-12136	51	7	we	we	PRON
american_scientific_journal-12136	51	8	can	can	AUX
american_scientific_journal-12136	51	9	use	use	VERB
american_scientific_journal-12136	51	10	thermal	thermal	ADJ
american_scientific_journal-12136	51	11	images	image	NOUN
american_scientific_journal-12136	51	12	of	of	ADP
american_scientific_journal-12136	51	13	deer	deer	NOUN
american_scientific_journal-12136	51	14	,	,	PUNCT
american_scientific_journal-12136	51	15	boars	boar	NOUN
american_scientific_journal-12136	51	16	,	,	PUNCT
american_scientific_journal-12136	51	17	and	and	CCONJ
american_scientific_journal-12136	51	18	rabbits	rabbit	NOUN
american_scientific_journal-12136	51	19	collected	collect	VERB
american_scientific_journal-12136	51	20	from	from	ADP
american_scientific_journal-12136	51	21	public	public	ADJ
american_scientific_journal-12136	51	22	repositories	repository	NOUN
american_scientific_journal-12136	51	23	,	,	PUNCT
american_scientific_journal-12136	51	24	along	along	ADP
american_scientific_journal-12136	51	25	with	with	ADP
american_scientific_journal-12136	51	26	sound	sound	ADJ
american_scientific_journal-12136	51	27	recordings	recording	NOUN
american_scientific_journal-12136	51	28	of	of	ADP
american_scientific_journal-12136	51	29	wildlife	wildlife	NOUN
american_scientific_journal-12136	51	30	.	.	PUNCT
american_scientific_journal-12136	52	1	the	the	DET
american_scientific_journal-12136	52	2	data	datum	NOUN
american_scientific_journal-12136	52	3	was	be	AUX
american_scientific_journal-12136	52	4	divided	divide	VERB
american_scientific_journal-12136	52	5	into	into	ADP
american_scientific_journal-12136	52	6	into	into	ADP
american_scientific_journal-12136	52	7	multiple	multiple	ADJ
american_scientific_journal-12136	52	8	sets	set	NOUN
american_scientific_journal-12136	52	9	like	like	ADP
american_scientific_journal-12136	52	10	training	training	NOUN
american_scientific_journal-12136	52	11	,	,	PUNCT
american_scientific_journal-12136	52	12	validation	validation	NOUN
american_scientific_journal-12136	52	13	and	and	CCONJ
american_scientific_journal-12136	52	14	test	test	NOUN
american_scientific_journal-12136	52	15	sets	set	NOUN
american_scientific_journal-12136	52	16	.	.	PUNCT
american_scientific_journal-12136	53	1	to	to	PART
american_scientific_journal-12136	53	2	improve	improve	VERB
american_scientific_journal-12136	53	3	the	the	DET
american_scientific_journal-12136	53	4	robustness	robustness	NOUN
american_scientific_journal-12136	53	5	of	of	ADP
american_scientific_journal-12136	53	6	the	the	DET
american_scientific_journal-12136	53	7	model	model	NOUN
american_scientific_journal-12136	53	8	,	,	PUNCT
american_scientific_journal-12136	53	9	preprocessing	preprocesse	VERB
american_scientific_journal-12136	53	10	steps	step	NOUN
american_scientific_journal-12136	53	11	included	include	VERB
american_scientific_journal-12136	53	12	normalization	normalization	NOUN
american_scientific_journal-12136	53	13	and	and	CCONJ
american_scientific_journal-12136	53	14	data	datum	NOUN
american_scientific_journal-12136	53	15	augmentation	augmentation	NOUN
american_scientific_journal-12136	53	16	techniques	technique	NOUN
american_scientific_journal-12136	53	17	such	such	ADJ
american_scientific_journal-12136	53	18	as	as	ADP
american_scientific_journal-12136	53	19	adding	add	VERB
american_scientific_journal-12136	53	20	noise	noise	NOUN
american_scientific_journal-12136	53	21	,	,	PUNCT
american_scientific_journal-12136	53	22	rotating	rotating	NOUN
american_scientific_journal-12136	53	23	images	image	NOUN
american_scientific_journal-12136	53	24	,	,	PUNCT
american_scientific_journal-12136	53	25	and	and	CCONJ
american_scientific_journal-12136	53	26	adjusting	adjust	VERB
american_scientific_journal-12136	53	27	contrast	contrast	NOUN
american_scientific_journal-12136	53	28	.	.	PUNCT
american_scientific_journal-12136	54	1	c.	c.	NOUN
american_scientific_journal-12136	54	2	model	model	NOUN
american_scientific_journal-12136	54	3	training	training	NOUN
american_scientific_journal-12136	54	4	we	we	PRON
american_scientific_journal-12136	54	5	used	use	VERB
american_scientific_journal-12136	54	6	a	a	DET
american_scientific_journal-12136	54	7	lightweight	lightweight	ADJ
american_scientific_journal-12136	54	8	version	version	NOUN
american_scientific_journal-12136	54	9	of	of	ADP
american_scientific_journal-12136	54	10	yolov8	yolov8	NOUN
american_scientific_journal-12136	54	11	as	as	ADP
american_scientific_journal-12136	54	12	the	the	DET
american_scientific_journal-12136	54	13	detection	detection	NOUN
american_scientific_journal-12136	54	14	model	model	NOUN
american_scientific_journal-12136	54	15	.	.	PUNCT
american_scientific_journal-12136	55	1	[	[	X
american_scientific_journal-12136	55	2	2	2	X
american_scientific_journal-12136	55	3	]	]	PUNCT
american_scientific_journal-12136	55	4	the	the	DET
american_scientific_journal-12136	55	5	model	model	NOUN
american_scientific_journal-12136	55	6	was	be	AUX
american_scientific_journal-12136	55	7	trained	train	VERB
american_scientific_journal-12136	55	8	on	on	ADP
american_scientific_journal-12136	55	9	the	the	DET
american_scientific_journal-12136	55	10	combined	combine	VERB
american_scientific_journal-12136	55	11	thermal	thermal	ADJ
american_scientific_journal-12136	55	12	and	and	CCONJ
american_scientific_journal-12136	55	13	acoustic	acoustic	ADJ
american_scientific_journal-12136	55	14	datasets	dataset	NOUN
american_scientific_journal-12136	55	15	and	and	CCONJ
american_scientific_journal-12136	55	16	optimized	optimize	VERB
american_scientific_journal-12136	55	17	to	to	PART
american_scientific_journal-12136	55	18	run	run	VERB
american_scientific_journal-12136	55	19	on	on	ADP
american_scientific_journal-12136	55	20	the	the	DET
american_scientific_journal-12136	55	21	nvidia	nvidia	PROPN
american_scientific_journal-12136	55	22	jetson	jetson	PROPN
american_scientific_journal-12136	55	23	nano	nano	NOUN
american_scientific_journal-12136	55	24	using	use	VERB
american_scientific_journal-12136	55	25	tensorrt	tensorrt	NOUN
american_scientific_journal-12136	55	26	.	.	PUNCT
american_scientific_journal-12136	56	1	few	few	ADJ
american_scientific_journal-12136	56	2	-	-	PUNCT
american_scientific_journal-12136	56	3	shot	shot	NOUN
american_scientific_journal-12136	56	4	learning	learning	NOUN
american_scientific_journal-12136	56	5	was	be	AUX
american_scientific_journal-12136	56	6	applied	apply	VERB
american_scientific_journal-12136	56	7	with	with	ADP
american_scientific_journal-12136	56	8	as	as	ADV
american_scientific_journal-12136	56	9	few	few	ADJ
american_scientific_journal-12136	56	10	as	as	ADP
american_scientific_journal-12136	56	11	three	three	NUM
american_scientific_journal-12136	56	12	to	to	PART
american_scientific_journal-12136	56	13	five	five	NUM
american_scientific_journal-12136	56	14	labeled	label	VERB
american_scientific_journal-12136	56	15	examples	example	NOUN
american_scientific_journal-12136	56	16	,	,	PUNCT
american_scientific_journal-12136	56	17	which	which	PRON
american_scientific_journal-12136	56	18	allowed	allow	VERB
american_scientific_journal-12136	56	19	the	the	DET
american_scientific_journal-12136	56	20	system	system	NOUN
american_scientific_journal-12136	56	21	to	to	PART
american_scientific_journal-12136	56	22	recognize	recognize	VERB
american_scientific_journal-12136	56	23	new	new	ADJ
american_scientific_journal-12136	56	24	animals	animal	NOUN
american_scientific_journal-12136	56	25	without	without	ADP
american_scientific_journal-12136	56	26	needing	need	VERB
american_scientific_journal-12136	56	27	a	a	DET
american_scientific_journal-12136	56	28	large	large	ADJ
american_scientific_journal-12136	56	29	amount	amount	NOUN
american_scientific_journal-12136	56	30	of	of	ADP
american_scientific_journal-12136	56	31	additional	additional	ADJ
american_scientific_journal-12136	56	32	data	datum	NOUN
american_scientific_journal-12136	56	33	.	.	PUNCT
american_scientific_journal-12136	57	1	d.	d.	NOUN
american_scientific_journal-12136	57	2	evaluation	evaluation	NOUN
american_scientific_journal-12136	57	3	metrics	metric	NOUN
american_scientific_journal-12136	57	4	to	to	PART
american_scientific_journal-12136	57	5	measure	measure	VERB
american_scientific_journal-12136	57	6	system	system	NOUN
american_scientific_journal-12136	57	7	performance	performance	NOUN
american_scientific_journal-12136	57	8	,	,	PUNCT
american_scientific_journal-12136	57	9	we	we	PRON
american_scientific_journal-12136	57	10	tracked	track	VERB
american_scientific_journal-12136	57	11	four	four	NUM
american_scientific_journal-12136	57	12	main	main	ADJ
american_scientific_journal-12136	57	13	metrics	metric	NOUN
american_scientific_journal-12136	57	14	:	:	PUNCT
american_scientific_journal-12136	57	15	detection	detection	NOUN
american_scientific_journal-12136	57	16	accuracy	accuracy	NOUN
american_scientific_journal-12136	57	17	,	,	PUNCT
american_scientific_journal-12136	57	18	processing	processing	NOUN
american_scientific_journal-12136	57	19	latency	latency	NOUN
american_scientific_journal-12136	57	20	in	in	ADP
american_scientific_journal-12136	57	21	milliseconds	millisecond	NOUN
american_scientific_journal-12136	57	22	,	,	PUNCT
american_scientific_journal-12136	57	23	false	false	ADJ
american_scientific_journal-12136	57	24	positive	positive	ADJ
american_scientific_journal-12136	57	25	rate	rate	NOUN
american_scientific_journal-12136	57	26	,	,	PUNCT
american_scientific_journal-12136	57	27	and	and	CCONJ
american_scientific_journal-12136	57	28	throughput	throughput	NOUN
american_scientific_journal-12136	57	29	measured	measure	VERB
american_scientific_journal-12136	57	30	as	as	ADP
american_scientific_journal-12136	57	31	the	the	DET
american_scientific_journal-12136	57	32	number	number	NOUN
american_scientific_journal-12136	57	33	of	of	ADP
american_scientific_journal-12136	57	34	messages	message	NOUN
american_scientific_journal-12136	57	35	processed	process	VERB
american_scientific_journal-12136	57	36	per	per	ADP
american_scientific_journal-12136	57	37	second	second	ADJ
american_scientific_journal-12136	57	38	.	.	PUNCT
american_scientific_journal-12136	58	1	these	these	DET
american_scientific_journal-12136	58	2	results	result	NOUN
american_scientific_journal-12136	58	3	provided	provide	VERB
american_scientific_journal-12136	58	4	a	a	DET
american_scientific_journal-12136	58	5	clear	clear	ADJ
american_scientific_journal-12136	58	6	view	view	NOUN
american_scientific_journal-12136	58	7	of	of	ADP
american_scientific_journal-12136	58	8	how	how	SCONJ
american_scientific_journal-12136	58	9	the	the	DET
american_scientific_journal-12136	58	10	system	system	NOUN
american_scientific_journal-12136	58	11	performed	perform	VERB
american_scientific_journal-12136	58	12	under	under	ADP
american_scientific_journal-12136	58	13	simulated	simulated	ADJ
american_scientific_journal-12136	58	14	farm	farm	NOUN
american_scientific_journal-12136	58	15	conditions	condition	NOUN
american_scientific_journal-12136	58	16	.	.	PUNCT
american_scientific_journal-12136	59	1	3	3	X
american_scientific_journal-12136	59	2	.	.	X
american_scientific_journal-12136	59	3	system	system	NOUN
american_scientific_journal-12136	59	4	architecture	architecture	NOUN
american_scientific_journal-12136	59	5	our	our	PRON
american_scientific_journal-12136	59	6	system	system	NOUN
american_scientific_journal-12136	59	7	is	be	AUX
american_scientific_journal-12136	59	8	built	build	VERB
american_scientific_journal-12136	59	9	using	use	VERB
american_scientific_journal-12136	59	10	four	four	NUM
american_scientific_journal-12136	59	11	interconnected	interconnected	ADJ
american_scientific_journal-12136	59	12	layers	layer	NOUN
american_scientific_journal-12136	59	13	that	that	PRON
american_scientific_journal-12136	59	14	work	work	VERB
american_scientific_journal-12136	59	15	together	together	ADV
american_scientific_journal-12136	59	16	to	to	PART
american_scientific_journal-12136	59	17	detect	detect	VERB
american_scientific_journal-12136	59	18	animals	animal	NOUN
american_scientific_journal-12136	59	19	in	in	ADP
american_scientific_journal-12136	59	20	real	real	ADJ
american_scientific_journal-12136	59	21	-	-	PUNCT
american_scientific_journal-12136	59	22	time	time	NOUN
american_scientific_journal-12136	59	23	,	,	PUNCT
american_scientific_journal-12136	59	24	classify	classify	VERB
american_scientific_journal-12136	59	25	them	they	PRON
american_scientific_journal-12136	59	26	accurately	accurately	ADV
american_scientific_journal-12136	59	27	,	,	PUNCT
american_scientific_journal-12136	59	28	and	and	CCONJ
american_scientific_journal-12136	59	29	update	update	VERB
american_scientific_journal-12136	59	30	the	the	DET
american_scientific_journal-12136	59	31	model	model	NOUN
american_scientific_journal-12136	59	32	as	as	SCONJ
american_scientific_journal-12136	59	33	new	new	ADJ
american_scientific_journal-12136	59	34	species	specie	NOUN
american_scientific_journal-12136	59	35	emerge	emerge	VERB
american_scientific_journal-12136	59	36	.	.	PUNCT
american_scientific_journal-12136	60	1	this	this	DET
american_scientific_journal-12136	60	2	setup	setup	NOUN
american_scientific_journal-12136	60	3	is	be	AUX
american_scientific_journal-12136	60	4	designed	design	VERB
american_scientific_journal-12136	60	5	to	to	PART
american_scientific_journal-12136	60	6	work	work	VERB
american_scientific_journal-12136	60	7	across	across	ADP
american_scientific_journal-12136	60	8	the	the	DET
american_scientific_journal-12136	60	9	farm	farm	NOUN
american_scientific_journal-12136	60	10	.	.	PUNCT
american_scientific_journal-12136	61	1	a.	a.	NOUN
american_scientific_journal-12136	61	2	iot	iot	PROPN
american_scientific_journal-12136	61	3	sensor	sensor	PROPN
american_scientific_journal-12136	61	4	layerthe	layerthe	DET
american_scientific_journal-12136	61	5	first	first	ADJ
american_scientific_journal-12136	61	6	layer	layer	NOUN
american_scientific_journal-12136	61	7	is	be	AUX
american_scientific_journal-12136	61	8	the	the	DET
american_scientific_journal-12136	61	9	iot	iot	ADJ
american_scientific_journal-12136	61	10	sensor	sensor	NOUN
american_scientific_journal-12136	61	11	layer	layer	NOUN
american_scientific_journal-12136	61	12	,	,	PUNCT
american_scientific_journal-12136	61	13	which	which	PRON
american_scientific_journal-12136	61	14	includes	include	VERB
american_scientific_journal-12136	61	15	thermal	thermal	ADJ
american_scientific_journal-12136	61	16	cameras	camera	NOUN
american_scientific_journal-12136	61	17	,	,	PUNCT
american_scientific_journal-12136	61	18	motion	motion	NOUN
american_scientific_journal-12136	61	19	sensors	sensor	NOUN
american_scientific_journal-12136	61	20	(	(	PUNCT
american_scientific_journal-12136	61	21	pir	pir	PROPN
american_scientific_journal-12136	61	22	)	)	PUNCT
american_scientific_journal-12136	61	23	,	,	PUNCT
american_scientific_journal-12136	61	24	and	and	CCONJ
american_scientific_journal-12136	61	25	directional	directional	ADJ
american_scientific_journal-12136	61	26	microphones	microphone	NOUN
american_scientific_journal-12136	61	27	.	.	PUNCT
american_scientific_journal-12136	62	1	these	these	DET
american_scientific_journal-12136	62	2	sensors	sensor	NOUN
american_scientific_journal-12136	62	3	help	help	VERB
american_scientific_journal-12136	62	4	detect	detect	VERB
american_scientific_journal-12136	62	5	heat	heat	NOUN
american_scientific_journal-12136	62	6	from	from	ADP
american_scientific_journal-12136	62	7	animals	animal	NOUN
american_scientific_journal-12136	62	8	,	,	PUNCT
american_scientific_journal-12136	62	9	movements	movement	NOUN
american_scientific_journal-12136	62	10	in	in	ADP
american_scientific_journal-12136	62	11	the	the	DET
american_scientific_journal-12136	62	12	field	field	NOUN
american_scientific_journal-12136	62	13	,	,	PUNCT
american_scientific_journal-12136	62	14	and	and	CCONJ
american_scientific_journal-12136	62	15	sounds	sound	VERB
american_scientific_journal-12136	62	16	such	such	ADJ
american_scientific_journal-12136	62	17	as	as	ADP
american_scientific_journal-12136	62	18	footsteps	footstep	NOUN
american_scientific_journal-12136	62	19	or	or	CCONJ
american_scientific_journal-12136	62	20	growls	growl	NOUN
american_scientific_journal-12136	62	21	.	.	PUNCT
american_scientific_journal-12136	63	1	using	use	VERB
american_scientific_journal-12136	63	2	more	more	ADJ
american_scientific_journal-12136	63	3	than	than	ADP
american_scientific_journal-12136	63	4	one	one	NUM
american_scientific_journal-12136	63	5	type	type	NOUN
american_scientific_journal-12136	63	6	of	of	ADP
american_scientific_journal-12136	63	7	sensor	sensor	NOUN
american_scientific_journal-12136	63	8	makes	make	VERB
american_scientific_journal-12136	63	9	the	the	DET
american_scientific_journal-12136	63	10	system	system	NOUN
american_scientific_journal-12136	63	11	more	more	ADV
american_scientific_journal-12136	63	12	reliable	reliable	ADJ
american_scientific_journal-12136	63	13	,	,	PUNCT
american_scientific_journal-12136	63	14	especially	especially	ADV
american_scientific_journal-12136	63	15	in	in	ADP
american_scientific_journal-12136	63	16	poor	poor	ADJ
american_scientific_journal-12136	63	17	lighting	lighting	NOUN
american_scientific_journal-12136	63	18	or	or	CCONJ
american_scientific_journal-12136	63	19	noisy	noisy	ADJ
american_scientific_journal-12136	63	20	conditions	condition	NOUN
american_scientific_journal-12136	63	21	.	.	PUNCT
american_scientific_journal-12136	64	1	b.	b.	PROPN
american_scientific_journal-12136	64	2	edge	edge	PROPN
american_scientific_journal-12136	64	3	ai	ai	VERB
american_scientific_journal-12136	64	4	layernext	layernext	ADJ
american_scientific_journal-12136	64	5	is	be	AUX
american_scientific_journal-12136	64	6	the	the	DET
american_scientific_journal-12136	64	7	edge	edge	NOUN
american_scientific_journal-12136	64	8	ai	ai	VERB
american_scientific_journal-12136	64	9	layer	layer	NOUN
american_scientific_journal-12136	64	10	,	,	PUNCT
american_scientific_journal-12136	64	11	where	where	SCONJ
american_scientific_journal-12136	64	12	small	small	ADJ
american_scientific_journal-12136	64	13	devices	device	NOUN
american_scientific_journal-12136	64	14	,	,	PUNCT
american_scientific_journal-12136	64	15	such	such	ADJ
american_scientific_journal-12136	64	16	as	as	ADP
american_scientific_journal-12136	64	17	the	the	DET
american_scientific_journal-12136	64	18	jetson	jetson	PROPN
american_scientific_journal-12136	64	19	nano	nano	NOUN
american_scientific_journal-12136	64	20	,	,	PUNCT
american_scientific_journal-12136	64	21	run	run	VERB
american_scientific_journal-12136	64	22	lightweight	lightweight	ADJ
american_scientific_journal-12136	64	23	ai	ai	NOUN
american_scientific_journal-12136	64	24	models	model	NOUN
american_scientific_journal-12136	64	25	,	,	PUNCT
american_scientific_journal-12136	64	26	including	include	VERB
american_scientific_journal-12136	64	27	yolov8	yolov8	NOUN
american_scientific_journal-12136	64	28	-	-	PUNCT
american_scientific_journal-12136	64	29	lite	lite	NOUN
american_scientific_journal-12136	64	30	.	.	PUNCT
american_scientific_journal-12136	65	1	[	[	X
american_scientific_journal-12136	65	2	2	2	X
american_scientific_journal-12136	65	3	]	]	PUNCT
american_scientific_journal-12136	65	4	these	these	DET
american_scientific_journal-12136	65	5	models	model	NOUN
american_scientific_journal-12136	65	6	quickly	quickly	ADV
american_scientific_journal-12136	65	7	analyze	analyze	VERB
american_scientific_journal-12136	65	8	data	datum	NOUN
american_scientific_journal-12136	65	9	from	from	ADP
american_scientific_journal-12136	65	10	the	the	DET
american_scientific_journal-12136	65	11	sensors	sensor	NOUN
american_scientific_journal-12136	65	12	and	and	CCONJ
american_scientific_journal-12136	65	13	identify	identify	VERB
american_scientific_journal-12136	65	14	the	the	DET
american_scientific_journal-12136	65	15	type	type	NOUN
american_scientific_journal-12136	65	16	of	of	ADP
american_scientific_journal-12136	65	17	animal	animal	NOUN
american_scientific_journal-12136	65	18	present	present	ADJ
american_scientific_journal-12136	65	19	.	.	PUNCT
american_scientific_journal-12136	66	1	the	the	DET
american_scientific_journal-12136	66	2	system	system	NOUN
american_scientific_journal-12136	66	3	combines	combine	VERB
american_scientific_journal-12136	66	4	data	datum	NOUN
american_scientific_journal-12136	66	5	from	from	ADP
american_scientific_journal-12136	66	6	all	all	DET
american_scientific_journal-12136	66	7	sensors	sensor	NOUN
american_scientific_journal-12136	66	8	to	to	PART
american_scientific_journal-12136	66	9	make	make	VERB
american_scientific_journal-12136	66	10	more	more	ADV
american_scientific_journal-12136	66	11	informed	informed	ADJ
american_scientific_journal-12136	66	12	decisions	decision	NOUN
american_scientific_journal-12136	66	13	,	,	PUNCT
american_scientific_journal-12136	66	14	rather	rather	ADV
american_scientific_journal-12136	66	15	than	than	ADP
american_scientific_journal-12136	66	16	relying	rely	VERB
american_scientific_journal-12136	66	17	on	on	ADP
american_scientific_journal-12136	66	18	just	just	ADV
american_scientific_journal-12136	66	19	one	one	NUM
american_scientific_journal-12136	66	20	.	.	PUNCT
american_scientific_journal-12136	67	1	c.	c.	PROPN
american_scientific_journal-12136	67	2	kafka	kafka	PROPN
american_scientific_journal-12136	67	3	streaming	stream	VERB
american_scientific_journal-12136	67	4	layerthe	layerthe	PROPN
american_scientific_journal-12136	67	5	kafka	kafka	PROPN
american_scientific_journal-12136	67	6	streaming	streaming	NOUN
american_scientific_journal-12136	67	7	layer	layer	NOUN
american_scientific_journal-12136	67	8	handles	handle	VERB
american_scientific_journal-12136	67	9	the	the	DET
american_scientific_journal-12136	67	10	transmission	transmission	NOUN
american_scientific_journal-12136	67	11	of	of	ADP
american_scientific_journal-12136	67	12	alerts	alert	NOUN
american_scientific_journal-12136	67	13	and	and	CCONJ
american_scientific_journal-12136	67	14	data	datum	NOUN
american_scientific_journal-12136	67	15	.	.	PUNCT
american_scientific_journal-12136	68	1	kafka	kafka	PROPN
american_scientific_journal-12136	68	2	brokers	broker	NOUN
american_scientific_journal-12136	68	3	receive	receive	VERB
american_scientific_journal-12136	68	4	detection	detection	NOUN
american_scientific_journal-12136	68	5	events	event	NOUN
american_scientific_journal-12136	68	6	and	and	CCONJ
american_scientific_journal-12136	68	7	forward	forward	VERB
american_scientific_journal-12136	68	8	them	they	PRON
american_scientific_journal-12136	68	9	to	to	ADP
american_scientific_journal-12136	68	10	other	other	ADJ
american_scientific_journal-12136	68	11	parts	part	NOUN
american_scientific_journal-12136	68	12	of	of	ADP
american_scientific_journal-12136	68	13	the	the	DET
american_scientific_journal-12136	68	14	system	system	NOUN
american_scientific_journal-12136	68	15	,	,	PUNCT
american_scientific_journal-12136	68	16	including	include	VERB
american_scientific_journal-12136	68	17	cloud	cloud	ADJ
american_scientific_journal-12136	68	18	servers	server	NOUN
american_scientific_journal-12136	68	19	american	american	PROPN
american_scientific_journal-12136	68	20	academic	academic	PROPN
american_scientific_journal-12136	68	21	scientific	scientific	ADJ
american_scientific_journal-12136	68	22	research	research	NOUN
american_scientific_journal-12136	68	23	journal	journal	NOUN
american_scientific_journal-12136	68	24	for	for	ADP
american_scientific_journal-12136	68	25	engineering	engineering	NOUN
american_scientific_journal-12136	68	26	,	,	PUNCT
american_scientific_journal-12136	68	27	technology	technology	NOUN
american_scientific_journal-12136	68	28	,	,	PUNCT
american_scientific_journal-12136	68	29	and	and	CCONJ
american_scientific_journal-12136	68	30	sciences	science	NOUN
american_scientific_journal-12136	68	31	(	(	PUNCT
american_scientific_journal-12136	68	32	asrjets	asrjet	NOUN
american_scientific_journal-12136	68	33	)	)	PUNCT
american_scientific_journal-12136	68	34	volume	volume	NOUN
american_scientific_journal-12136	68	35	103	103	NUM
american_scientific_journal-12136	68	36	,	,	PUNCT
american_scientific_journal-12136	68	37	no	no	DET
american_scientific_journal-12136	68	38	1	1	NUM
american_scientific_journal-12136	68	39	,	,	PUNCT
american_scientific_journal-12136	68	40	pp	pp	ADV
american_scientific_journal-12136	68	41	392	392	NUM
american_scientific_journal-12136	68	42	-	-	SYM
american_scientific_journal-12136	68	43	402	402	NUM
american_scientific_journal-12136	68	44	395	395	NUM
american_scientific_journal-12136	68	45	and	and	CCONJ
american_scientific_journal-12136	68	46	local	local	ADJ
american_scientific_journal-12136	68	47	deterrent	deterrent	NOUN
american_scientific_journal-12136	68	48	tools	tool	NOUN
american_scientific_journal-12136	68	49	.	.	PUNCT
american_scientific_journal-12136	69	1	messages	message	NOUN
american_scientific_journal-12136	69	2	are	be	AUX
american_scientific_journal-12136	69	3	organized	organize	VERB
american_scientific_journal-12136	69	4	based	base	VERB
american_scientific_journal-12136	69	5	on	on	ADP
american_scientific_journal-12136	69	6	animal	animal	NOUN
american_scientific_journal-12136	69	7	type	type	NOUN
american_scientific_journal-12136	69	8	,	,	PUNCT
american_scientific_journal-12136	69	9	location	location	NOUN
american_scientific_journal-12136	69	10	,	,	PUNCT
american_scientific_journal-12136	69	11	and	and	CCONJ
american_scientific_journal-12136	69	12	time	time	NOUN
american_scientific_journal-12136	69	13	,	,	PUNCT
american_scientific_journal-12136	69	14	which	which	PRON
american_scientific_journal-12136	69	15	helps	help	VERB
american_scientific_journal-12136	69	16	in	in	ADP
american_scientific_journal-12136	69	17	taking	take	VERB
american_scientific_journal-12136	69	18	quick	quick	ADJ
american_scientific_journal-12136	69	19	and	and	CCONJ
american_scientific_journal-12136	69	20	accurate	accurate	ADJ
american_scientific_journal-12136	69	21	action	action	NOUN
american_scientific_journal-12136	69	22	.	.	PUNCT
american_scientific_journal-12136	70	1	d.	d.	PROPN
american_scientific_journal-12136	70	2	cloud	cloud	PROPN
american_scientific_journal-12136	70	3	learning	learn	VERB
american_scientific_journal-12136	70	4	layer	layer	NOUN
american_scientific_journal-12136	70	5	-	-	PUNCT
american_scientific_journal-12136	70	6	finally	finally	ADV
american_scientific_journal-12136	70	7	,	,	PUNCT
american_scientific_journal-12136	70	8	the	the	DET
american_scientific_journal-12136	70	9	cloud	cloud	NOUN
american_scientific_journal-12136	70	10	learning	learn	VERB
american_scientific_journal-12136	70	11	layer	layer	NOUN
american_scientific_journal-12136	70	12	is	be	AUX
american_scientific_journal-12136	70	13	responsible	responsible	ADJ
american_scientific_journal-12136	70	14	for	for	ADP
american_scientific_journal-12136	70	15	keeping	keep	VERB
american_scientific_journal-12136	70	16	the	the	DET
american_scientific_journal-12136	70	17	system	system	NOUN
american_scientific_journal-12136	70	18	up	up	ADP
american_scientific_journal-12136	70	19	to	to	ADP
american_scientific_journal-12136	70	20	date	date	NOUN
american_scientific_journal-12136	70	21	.	.	PUNCT
american_scientific_journal-12136	71	1	if	if	SCONJ
american_scientific_journal-12136	71	2	an	an	DET
american_scientific_journal-12136	71	3	unfamiliar	unfamiliar	ADJ
american_scientific_journal-12136	71	4	animal	animal	NOUN
american_scientific_journal-12136	71	5	is	be	AUX
american_scientific_journal-12136	71	6	detected	detect	VERB
american_scientific_journal-12136	71	7	,	,	PUNCT
american_scientific_journal-12136	71	8	the	the	DET
american_scientific_journal-12136	71	9	cloud	cloud	NOUN
american_scientific_journal-12136	71	10	collects	collect	VERB
american_scientific_journal-12136	71	11	a	a	DET
american_scientific_journal-12136	71	12	few	few	ADJ
american_scientific_journal-12136	71	13	examples	example	NOUN
american_scientific_journal-12136	71	14	,	,	PUNCT
american_scientific_journal-12136	71	15	retrains	retrain	VERB
american_scientific_journal-12136	71	16	the	the	DET
american_scientific_journal-12136	71	17	detection	detection	NOUN
american_scientific_journal-12136	71	18	model	model	NOUN
american_scientific_journal-12136	71	19	,	,	PUNCT
american_scientific_journal-12136	71	20	and	and	CCONJ
american_scientific_journal-12136	71	21	sends	send	VERB
american_scientific_journal-12136	71	22	the	the	DET
american_scientific_journal-12136	71	23	improved	improved	ADJ
american_scientific_journal-12136	71	24	version	version	NOUN
american_scientific_journal-12136	71	25	back	back	ADV
american_scientific_journal-12136	71	26	to	to	ADP
american_scientific_journal-12136	71	27	edge	edge	NOUN
american_scientific_journal-12136	71	28	devices	device	NOUN
american_scientific_journal-12136	71	29	using	use	VERB
american_scientific_journal-12136	71	30	over	over	ADP
american_scientific_journal-12136	71	31	-	-	PUNCT
american_scientific_journal-12136	71	32	the	the	DET
american_scientific_journal-12136	71	33	-	-	PUNCT
american_scientific_journal-12136	71	34	air	air	NOUN
american_scientific_journal-12136	71	35	updates	update	NOUN
american_scientific_journal-12136	71	36	.	.	PUNCT
american_scientific_journal-12136	72	1	this	this	PRON
american_scientific_journal-12136	72	2	allows	allow	VERB
american_scientific_journal-12136	72	3	the	the	DET
american_scientific_journal-12136	72	4	system	system	NOUN
american_scientific_journal-12136	72	5	to	to	PART
american_scientific_journal-12136	72	6	learn	learn	VERB
american_scientific_journal-12136	72	7	and	and	CCONJ
american_scientific_journal-12136	72	8	adapt	adapt	VERB
american_scientific_journal-12136	72	9	without	without	ADP
american_scientific_journal-12136	72	10	needing	need	VERB
american_scientific_journal-12136	72	11	a	a	DET
american_scientific_journal-12136	72	12	complete	complete	ADJ
american_scientific_journal-12136	72	13	reset	reset	NOUN
american_scientific_journal-12136	72	14	.	.	PUNCT
american_scientific_journal-12136	73	1	figure	figure	NOUN
american_scientific_journal-12136	73	2	1	1	NUM
american_scientific_journal-12136	73	3	4	4	NUM
american_scientific_journal-12136	73	4	.	.	PUNCT
american_scientific_journal-12136	73	5	edge	edge	NOUN
american_scientific_journal-12136	73	6	implementation	implementation	NOUN
american_scientific_journal-12136	73	7	the	the	DET
american_scientific_journal-12136	73	8	edge	edge	NOUN
american_scientific_journal-12136	73	9	part	part	NOUN
american_scientific_journal-12136	73	10	of	of	ADP
american_scientific_journal-12136	73	11	our	our	PRON
american_scientific_journal-12136	73	12	system	system	NOUN
american_scientific_journal-12136	73	13	is	be	AUX
american_scientific_journal-12136	73	14	built	build	VERB
american_scientific_journal-12136	73	15	using	use	VERB
american_scientific_journal-12136	73	16	the	the	DET
american_scientific_journal-12136	73	17	nvidia	nvidia	PROPN
american_scientific_journal-12136	73	18	jetson	jetson	PROPN
american_scientific_journal-12136	73	19	nano	nano	PROPN
american_scientific_journal-12136	73	20	,	,	PUNCT
american_scientific_journal-12136	73	21	which	which	PRON
american_scientific_journal-12136	73	22	offers	offer	VERB
american_scientific_journal-12136	73	23	a	a	DET
american_scientific_journal-12136	73	24	good	good	ADJ
american_scientific_journal-12136	73	25	mix	mix	NOUN
american_scientific_journal-12136	73	26	of	of	ADP
american_scientific_journal-12136	73	27	computing	compute	VERB
american_scientific_journal-12136	73	28	power	power	NOUN
american_scientific_journal-12136	73	29	and	and	CCONJ
american_scientific_journal-12136	73	30	energy	energy	NOUN
american_scientific_journal-12136	73	31	efficiency	efficiency	NOUN
american_scientific_journal-12136	73	32	.	.	PUNCT
american_scientific_journal-12136	74	1	this	this	PRON
american_scientific_journal-12136	74	2	makes	make	VERB
american_scientific_journal-12136	74	3	it	it	PRON
american_scientific_journal-12136	74	4	an	an	DET
american_scientific_journal-12136	74	5	excellent	excellent	ADJ
american_scientific_journal-12136	74	6	choice	choice	NOUN
american_scientific_journal-12136	74	7	for	for	ADP
american_scientific_journal-12136	74	8	farms	farm	NOUN
american_scientific_journal-12136	74	9	where	where	SCONJ
american_scientific_journal-12136	74	10	power	power	NOUN
american_scientific_journal-12136	74	11	use	use	NOUN
american_scientific_journal-12136	74	12	and	and	CCONJ
american_scientific_journal-12136	74	13	cost	cost	NOUN
american_scientific_journal-12136	74	14	are	be	AUX
american_scientific_journal-12136	74	15	essential	essential	ADJ
american_scientific_journal-12136	74	16	.	.	PUNCT
american_scientific_journal-12136	75	1	we	we	PRON
american_scientific_journal-12136	75	2	run	run	VERB
american_scientific_journal-12136	75	3	a	a	DET
american_scientific_journal-12136	75	4	lighter	light	ADJ
american_scientific_journal-12136	75	5	version	version	NOUN
american_scientific_journal-12136	75	6	of	of	ADP
american_scientific_journal-12136	75	7	the	the	DET
american_scientific_journal-12136	75	8	yolov8	yolov8	NOUN
american_scientific_journal-12136	75	9	model	model	NOUN
american_scientific_journal-12136	75	10	on	on	ADP
american_scientific_journal-12136	75	11	the	the	DET
american_scientific_journal-12136	75	12	device	device	NOUN
american_scientific_journal-12136	75	13	,	,	PUNCT
american_scientific_journal-12136	75	14	which	which	PRON
american_scientific_journal-12136	75	15	has	have	AUX
american_scientific_journal-12136	75	16	been	be	AUX
american_scientific_journal-12136	75	17	optimized	optimize	VERB
american_scientific_journal-12136	75	18	for	for	ADP
american_scientific_journal-12136	75	19	speed	speed	NOUN
american_scientific_journal-12136	75	20	and	and	CCONJ
american_scientific_journal-12136	75	21	efficiency	efficiency	NOUN
american_scientific_journal-12136	75	22	,	,	PUNCT
american_scientific_journal-12136	75	23	utilizing	utilize	VERB
american_scientific_journal-12136	75	24	minimal	minimal	ADJ
american_scientific_journal-12136	75	25	memory	memory	NOUN
american_scientific_journal-12136	75	26	and	and	CCONJ
american_scientific_journal-12136	75	27	power	power	NOUN
american_scientific_journal-12136	75	28	.	.	PUNCT
american_scientific_journal-12136	76	1	[	[	X
american_scientific_journal-12136	76	2	2	2	X
american_scientific_journal-12136	76	3	]	]	PUNCT
american_scientific_journal-12136	76	4	at	at	ADP
american_scientific_journal-12136	76	5	the	the	DET
american_scientific_journal-12136	76	6	edge	edge	NOUN
american_scientific_journal-12136	76	7	,	,	PUNCT
american_scientific_journal-12136	76	8	the	the	DET
american_scientific_journal-12136	76	9	ai	ai	NOUN
american_scientific_journal-12136	76	10	processes	process	VERB
american_scientific_journal-12136	76	11	data	datum	NOUN
american_scientific_journal-12136	76	12	in	in	ADP
american_scientific_journal-12136	76	13	real	real	ADJ
american_scientific_journal-12136	76	14	time	time	NOUN
american_scientific_journal-12136	76	15	using	use	VERB
american_scientific_journal-12136	76	16	input	input	NOUN
american_scientific_journal-12136	76	17	from	from	ADP
american_scientific_journal-12136	76	18	thermal	thermal	ADJ
american_scientific_journal-12136	76	19	cameras	camera	NOUN
american_scientific_journal-12136	76	20	,	,	PUNCT
american_scientific_journal-12136	76	21	regular	regular	ADJ
american_scientific_journal-12136	76	22	cameras	camera	NOUN
american_scientific_journal-12136	76	23	,	,	PUNCT
american_scientific_journal-12136	76	24	and	and	CCONJ
american_scientific_journal-12136	76	25	microphones	microphone	NOUN
american_scientific_journal-12136	76	26	.	.	PUNCT
american_scientific_journal-12136	77	1	it	it	PRON
american_scientific_journal-12136	77	2	checks	check	VERB
american_scientific_journal-12136	77	3	for	for	ADP
american_scientific_journal-12136	77	4	heat	heat	NOUN
american_scientific_journal-12136	77	5	signatures	signature	NOUN
american_scientific_journal-12136	77	6	,	,	PUNCT
american_scientific_journal-12136	77	7	movement	movement	NOUN
american_scientific_journal-12136	77	8	,	,	PUNCT
american_scientific_journal-12136	77	9	and	and	CCONJ
american_scientific_journal-12136	77	10	animal	animal	NOUN
american_scientific_journal-12136	77	11	sounds	sound	VERB
american_scientific_journal-12136	77	12	simultaneously	simultaneously	ADV
american_scientific_journal-12136	77	13	.	.	PUNCT
american_scientific_journal-12136	78	1	to	to	PART
american_scientific_journal-12136	78	2	reduce	reduce	VERB
american_scientific_journal-12136	78	3	false	false	ADJ
american_scientific_journal-12136	78	4	alarms	alarm	NOUN
american_scientific_journal-12136	78	5	,	,	PUNCT
american_scientific_journal-12136	78	6	the	the	DET
american_scientific_journal-12136	78	7	system	system	NOUN
american_scientific_journal-12136	78	8	employs	employ	VERB
american_scientific_journal-12136	78	9	a	a	DET
american_scientific_journal-12136	78	10	technique	technique	NOUN
american_scientific_journal-12136	78	11	called	call	VERB
american_scientific_journal-12136	78	12	temporal	temporal	ADJ
american_scientific_journal-12136	78	13	smoothing	smoothing	NOUN
american_scientific_journal-12136	78	14	,	,	PUNCT
american_scientific_journal-12136	78	15	which	which	PRON
american_scientific_journal-12136	78	16	helps	help	VERB
american_scientific_journal-12136	78	17	confirm	confirm	VERB
american_scientific_journal-12136	78	18	that	that	SCONJ
american_scientific_journal-12136	78	19	the	the	DET
american_scientific_journal-12136	78	20	animal	animal	NOUN
american_scientific_journal-12136	78	21	is	be	AUX
american_scientific_journal-12136	78	22	truly	truly	ADV
american_scientific_journal-12136	78	23	present	present	ADJ
american_scientific_journal-12136	78	24	and	and	CCONJ
american_scientific_journal-12136	78	25	not	not	PART
american_scientific_journal-12136	78	26	merely	merely	ADV
american_scientific_journal-12136	78	27	passing	pass	VERB
american_scientific_journal-12136	78	28	by	by	ADP
american_scientific_journal-12136	78	29	briefly	briefly	NOUN
american_scientific_journal-12136	78	30	or	or	CCONJ
american_scientific_journal-12136	78	31	making	make	VERB
american_scientific_journal-12136	78	32	noise	noise	NOUN
american_scientific_journal-12136	78	33	.	.	PUNCT
american_scientific_journal-12136	79	1	when	when	SCONJ
american_scientific_journal-12136	79	2	a	a	DET
american_scientific_journal-12136	79	3	threat	threat	NOUN
american_scientific_journal-12136	79	4	is	be	AUX
american_scientific_journal-12136	79	5	confirmed	confirm	VERB
american_scientific_journal-12136	79	6	,	,	PUNCT
american_scientific_journal-12136	79	7	the	the	DET
american_scientific_journal-12136	79	8	device	device	NOUN
american_scientific_journal-12136	79	9	sends	send	VERB
american_scientific_journal-12136	79	10	an	an	DET
american_scientific_journal-12136	79	11	alert	alert	NOUN
american_scientific_journal-12136	79	12	almost	almost	ADV
american_scientific_journal-12136	79	13	instantly	instantly	ADV
american_scientific_journal-12136	79	14	using	use	VERB
american_scientific_journal-12136	79	15	kafka	kafka	PROPN
american_scientific_journal-12136	79	16	,	,	PUNCT
american_scientific_journal-12136	79	17	with	with	ADP
american_scientific_journal-12136	79	18	the	the	DET
american_scientific_journal-12136	79	19	total	total	ADJ
american_scientific_journal-12136	79	20	delay	delay	NOUN
american_scientific_journal-12136	79	21	from	from	ADP
american_scientific_journal-12136	79	22	detection	detection	NOUN
american_scientific_journal-12136	79	23	to	to	PART
american_scientific_journal-12136	79	24	response	response	VERB
american_scientific_journal-12136	79	25	being	be	AUX
american_scientific_journal-12136	79	26	under	under	ADP
american_scientific_journal-12136	79	27	200	200	NUM
american_scientific_journal-12136	79	28	milliseconds	millisecond	NOUN
american_scientific_journal-12136	79	29	.	.	PUNCT
american_scientific_journal-12136	80	1	this	this	DET
american_scientific_journal-12136	80	2	fast	fast	ADJ
american_scientific_journal-12136	80	3	reaction	reaction	NOUN
american_scientific_journal-12136	80	4	time	time	NOUN
american_scientific_journal-12136	80	5	is	be	AUX
american_scientific_journal-12136	80	6	essential	essential	ADJ
american_scientific_journal-12136	80	7	for	for	ADP
american_scientific_journal-12136	80	8	triggering	trigger	VERB
american_scientific_journal-12136	80	9	deterrents	deterrent	NOUN
american_scientific_journal-12136	80	10	before	before	SCONJ
american_scientific_journal-12136	80	11	damage	damage	NOUN
american_scientific_journal-12136	80	12	occurs	occur	VERB
american_scientific_journal-12136	80	13	.	.	PUNCT
american_scientific_journal-12136	81	1	the	the	DET
american_scientific_journal-12136	81	2	system	system	NOUN
american_scientific_journal-12136	81	3	also	also	ADV
american_scientific_journal-12136	81	4	uses	use	VERB
american_scientific_journal-12136	81	5	a	a	DET
american_scientific_journal-12136	81	6	scoring	scoring	NOUN
american_scientific_journal-12136	81	7	method	method	NOUN
american_scientific_journal-12136	81	8	to	to	PART
american_scientific_journal-12136	81	9	combine	combine	VERB
american_scientific_journal-12136	81	10	results	result	NOUN
american_scientific_journal-12136	81	11	from	from	ADP
american_scientific_journal-12136	81	12	different	different	ADJ
american_scientific_journal-12136	81	13	sensors	sensor	NOUN
american_scientific_journal-12136	81	14	.	.	PUNCT
american_scientific_journal-12136	82	1	for	for	ADP
american_scientific_journal-12136	82	2	example	example	NOUN
american_scientific_journal-12136	82	3	,	,	PUNCT
american_scientific_journal-12136	82	4	if	if	SCONJ
american_scientific_journal-12136	82	5	thermal	thermal	ADJ
american_scientific_journal-12136	82	6	data	datum	NOUN
american_scientific_journal-12136	82	7	american	american	PROPN
american_scientific_journal-12136	82	8	academic	academic	ADJ
american_scientific_journal-12136	82	9	scientific	scientific	ADJ
american_scientific_journal-12136	82	10	research	research	NOUN
american_scientific_journal-12136	82	11	journal	journal	NOUN
american_scientific_journal-12136	82	12	for	for	ADP
american_scientific_journal-12136	82	13	engineering	engineering	NOUN
american_scientific_journal-12136	82	14	,	,	PUNCT
american_scientific_journal-12136	82	15	technology	technology	NOUN
american_scientific_journal-12136	82	16	,	,	PUNCT
american_scientific_journal-12136	82	17	and	and	CCONJ
american_scientific_journal-12136	82	18	sciences	science	NOUN
american_scientific_journal-12136	82	19	(	(	PUNCT
american_scientific_journal-12136	82	20	asrjets	asrjet	NOUN
american_scientific_journal-12136	82	21	)	)	PUNCT
american_scientific_journal-12136	82	22	volume	volume	NOUN
american_scientific_journal-12136	82	23	103	103	NUM
american_scientific_journal-12136	82	24	,	,	PUNCT
american_scientific_journal-12136	82	25	no	no	DET
american_scientific_journal-12136	82	26	1	1	NUM
american_scientific_journal-12136	82	27	,	,	PUNCT
american_scientific_journal-12136	82	28	pp	pp	ADV
american_scientific_journal-12136	82	29	392	392	NUM
american_scientific_journal-12136	82	30	-	-	SYM
american_scientific_journal-12136	82	31	402	402	NUM
american_scientific_journal-12136	82	32	396	396	NUM
american_scientific_journal-12136	82	33	indicates	indicate	VERB
american_scientific_journal-12136	82	34	heat	heat	NOUN
american_scientific_journal-12136	82	35	,	,	PUNCT
american_scientific_journal-12136	82	36	motion	motion	NOUN
american_scientific_journal-12136	82	37	is	be	AUX
american_scientific_journal-12136	82	38	detected	detect	VERB
american_scientific_journal-12136	82	39	,	,	PUNCT
american_scientific_journal-12136	82	40	and	and	CCONJ
american_scientific_journal-12136	82	41	a	a	DET
american_scientific_journal-12136	82	42	possible	possible	ADJ
american_scientific_journal-12136	82	43	animal	animal	NOUN
american_scientific_journal-12136	82	44	sound	sound	NOUN
american_scientific_journal-12136	82	45	is	be	AUX
american_scientific_journal-12136	82	46	present	present	ADJ
american_scientific_journal-12136	82	47	,	,	PUNCT
american_scientific_journal-12136	82	48	the	the	DET
american_scientific_journal-12136	82	49	system	system	NOUN
american_scientific_journal-12136	82	50	will	will	AUX
american_scientific_journal-12136	82	51	treat	treat	VERB
american_scientific_journal-12136	82	52	it	it	PRON
american_scientific_journal-12136	82	53	as	as	ADP
american_scientific_journal-12136	82	54	a	a	DET
american_scientific_journal-12136	82	55	highconfidence	highconfidence	NOUN
american_scientific_journal-12136	82	56	alert	alert	ADJ
american_scientific_journal-12136	82	57	.	.	PUNCT
american_scientific_journal-12136	83	1	if	if	SCONJ
american_scientific_journal-12136	83	2	the	the	DET
american_scientific_journal-12136	83	3	score	score	NOUN
american_scientific_journal-12136	83	4	is	be	AUX
american_scientific_journal-12136	83	5	too	too	ADV
american_scientific_journal-12136	83	6	low	low	ADJ
american_scientific_journal-12136	83	7	or	or	CCONJ
american_scientific_journal-12136	83	8	uncertain	uncertain	ADJ
american_scientific_journal-12136	83	9	,	,	PUNCT
american_scientific_journal-12136	83	10	the	the	DET
american_scientific_journal-12136	83	11	event	event	NOUN
american_scientific_journal-12136	83	12	is	be	AUX
american_scientific_journal-12136	83	13	logged	log	VERB
american_scientific_journal-12136	83	14	for	for	ADP
american_scientific_journal-12136	83	15	later	later	ADJ
american_scientific_journal-12136	83	16	review	review	NOUN
american_scientific_journal-12136	83	17	,	,	PUNCT
american_scientific_journal-12136	83	18	but	but	CCONJ
american_scientific_journal-12136	83	19	no	no	DET
american_scientific_journal-12136	83	20	action	action	NOUN
american_scientific_journal-12136	83	21	is	be	AUX
american_scientific_journal-12136	83	22	taken	take	VERB
american_scientific_journal-12136	83	23	.	.	PUNCT
american_scientific_journal-12136	84	1	this	this	PRON
american_scientific_journal-12136	84	2	helps	help	VERB
american_scientific_journal-12136	84	3	strike	strike	VERB
american_scientific_journal-12136	84	4	a	a	DET
american_scientific_journal-12136	84	5	balance	balance	NOUN
american_scientific_journal-12136	84	6	between	between	ADP
american_scientific_journal-12136	84	7	speed	speed	NOUN
american_scientific_journal-12136	84	8	and	and	CCONJ
american_scientific_journal-12136	84	9	accuracy	accuracy	NOUN
american_scientific_journal-12136	84	10	,	,	PUNCT
american_scientific_journal-12136	84	11	avoiding	avoid	VERB
american_scientific_journal-12136	84	12	the	the	DET
american_scientific_journal-12136	84	13	waste	waste	NOUN
american_scientific_journal-12136	84	14	of	of	ADP
american_scientific_journal-12136	84	15	resources	resource	NOUN
american_scientific_journal-12136	84	16	on	on	ADP
american_scientific_journal-12136	84	17	false	false	ADJ
american_scientific_journal-12136	84	18	positives	positive	NOUN
american_scientific_journal-12136	84	19	.	.	PUNCT
american_scientific_journal-12136	85	1	figure	figure	NOUN
american_scientific_journal-12136	85	2	2	2	NUM
american_scientific_journal-12136	85	3	5	5	NUM
american_scientific_journal-12136	85	4	.	.	PUNCT
american_scientific_journal-12136	86	1	cloud	cloud	NOUN
american_scientific_journal-12136	86	2	and	and	CCONJ
american_scientific_journal-12136	86	3	few	few	ADJ
american_scientific_journal-12136	86	4	-	-	PUNCT
american_scientific_journal-12136	86	5	shot	shot	NOUN
american_scientific_journal-12136	86	6	training	training	NOUN
american_scientific_journal-12136	86	7	the	the	DET
american_scientific_journal-12136	86	8	cloud	cloud	NOUN
american_scientific_journal-12136	86	9	system	system	NOUN
american_scientific_journal-12136	86	10	is	be	AUX
american_scientific_journal-12136	86	11	designed	design	VERB
american_scientific_journal-12136	86	12	to	to	PART
american_scientific_journal-12136	86	13	support	support	VERB
american_scientific_journal-12136	86	14	few	few	ADJ
american_scientific_journal-12136	86	15	-	-	PUNCT
american_scientific_journal-12136	86	16	shot	shot	NOUN
american_scientific_journal-12136	86	17	learning	learning	NOUN
american_scientific_journal-12136	86	18	using	use	VERB
american_scientific_journal-12136	86	19	a	a	DET
american_scientific_journal-12136	86	20	method	method	NOUN
american_scientific_journal-12136	86	21	called	call	VERB
american_scientific_journal-12136	86	22	prototypical	prototypical	ADJ
american_scientific_journal-12136	86	23	networks	network	NOUN
american_scientific_journal-12136	86	24	.	.	PUNCT
american_scientific_journal-12136	87	1	when	when	SCONJ
american_scientific_journal-12136	87	2	edge	edge	NOUN
american_scientific_journal-12136	87	3	devices	device	NOUN
american_scientific_journal-12136	87	4	detect	detect	VERB
american_scientific_journal-12136	87	5	an	an	DET
american_scientific_journal-12136	87	6	animal	animal	NOUN
american_scientific_journal-12136	87	7	that	that	SCONJ
american_scientific_journal-12136	87	8	the	the	DET
american_scientific_journal-12136	87	9	model	model	NOUN
american_scientific_journal-12136	87	10	does	do	AUX
american_scientific_journal-12136	87	11	not	not	PART
american_scientific_journal-12136	87	12	recognize	recognize	VERB
american_scientific_journal-12136	87	13	,	,	PUNCT
american_scientific_journal-12136	87	14	they	they	PRON
american_scientific_journal-12136	87	15	mark	mark	VERB
american_scientific_journal-12136	87	16	it	it	PRON
american_scientific_journal-12136	87	17	as	as	ADP
american_scientific_journal-12136	87	18	"	"	PUNCT
american_scientific_journal-12136	87	19	unknown	unknown	ADJ
american_scientific_journal-12136	87	20	"	"	PUNCT
american_scientific_journal-12136	87	21	and	and	CCONJ
american_scientific_journal-12136	87	22	send	send	VERB
american_scientific_journal-12136	87	23	a	a	DET
american_scientific_journal-12136	87	24	few	few	ADJ
american_scientific_journal-12136	87	25	labeled	label	VERB
american_scientific_journal-12136	87	26	images	image	NOUN
american_scientific_journal-12136	87	27	to	to	ADP
american_scientific_journal-12136	87	28	the	the	DET
american_scientific_journal-12136	87	29	cloud	cloud	NOUN
american_scientific_journal-12136	87	30	.	.	PUNCT
american_scientific_journal-12136	88	1	these	these	DET
american_scientific_journal-12136	88	2	images	image	NOUN
american_scientific_journal-12136	88	3	are	be	AUX
american_scientific_journal-12136	88	4	stored	store	VERB
american_scientific_journal-12136	88	5	in	in	ADP
american_scientific_journal-12136	88	6	a	a	DET
american_scientific_journal-12136	88	7	temporary	temporary	ADJ
american_scientific_journal-12136	88	8	dataset	dataset	NOUN
american_scientific_journal-12136	88	9	for	for	ADP
american_scientific_journal-12136	88	10	review	review	NOUN
american_scientific_journal-12136	88	11	and	and	CCONJ
american_scientific_journal-12136	88	12	evaluation	evaluation	NOUN
american_scientific_journal-12136	88	13	.	.	PUNCT
american_scientific_journal-12136	89	1	if	if	SCONJ
american_scientific_journal-12136	89	2	a	a	DET
american_scientific_journal-12136	89	3	new	new	ADJ
american_scientific_journal-12136	89	4	type	type	NOUN
american_scientific_journal-12136	89	5	of	of	ADP
american_scientific_journal-12136	89	6	animal	animal	NOUN
american_scientific_journal-12136	89	7	is	be	AUX
american_scientific_journal-12136	89	8	confirmed	confirm	VERB
american_scientific_journal-12136	89	9	,	,	PUNCT
american_scientific_journal-12136	89	10	such	such	ADJ
american_scientific_journal-12136	89	11	as	as	ADP
american_scientific_journal-12136	89	12	a	a	DET
american_scientific_journal-12136	89	13	porcupine	porcupine	NOUN
american_scientific_journal-12136	89	14	,	,	PUNCT
american_scientific_journal-12136	89	15	the	the	DET
american_scientific_journal-12136	89	16	system	system	NOUN
american_scientific_journal-12136	89	17	initiates	initiate	VERB
american_scientific_journal-12136	89	18	a	a	DET
american_scientific_journal-12136	89	19	brief	brief	ADJ
american_scientific_journal-12136	89	20	learning	learning	NOUN
american_scientific_journal-12136	89	21	process	process	NOUN
american_scientific_journal-12136	89	22	.	.	PUNCT
american_scientific_journal-12136	90	1	first	first	ADV
american_scientific_journal-12136	90	2	,	,	PUNCT
american_scientific_journal-12136	90	3	it	it	PRON
american_scientific_journal-12136	90	4	creates	create	VERB
american_scientific_journal-12136	90	5	image	image	NOUN
american_scientific_journal-12136	90	6	embeddings	embedding	NOUN
american_scientific_journal-12136	90	7	using	use	VERB
american_scientific_journal-12136	90	8	a	a	DET
american_scientific_journal-12136	90	9	pre	pre	ADJ
american_scientific_journal-12136	90	10	-	-	ADJ
american_scientific_journal-12136	90	11	trained	train	VERB
american_scientific_journal-12136	90	12	resnet	resnet	NOUN
american_scientific_journal-12136	90	13	model	model	NOUN
american_scientific_journal-12136	90	14	,	,	PUNCT
american_scientific_journal-12136	90	15	which	which	PRON
american_scientific_journal-12136	90	16	turns	turn	VERB
american_scientific_journal-12136	90	17	the	the	DET
american_scientific_journal-12136	90	18	images	image	NOUN
american_scientific_journal-12136	90	19	into	into	ADP
american_scientific_journal-12136	90	20	numerical	numerical	ADJ
american_scientific_journal-12136	90	21	patterns	pattern	NOUN
american_scientific_journal-12136	90	22	the	the	DET
american_scientific_journal-12136	90	23	system	system	NOUN
american_scientific_journal-12136	90	24	can	can	AUX
american_scientific_journal-12136	90	25	understand	understand	VERB
american_scientific_journal-12136	90	26	.	.	PUNCT
american_scientific_journal-12136	91	1	then	then	ADV
american_scientific_journal-12136	91	2	it	it	PRON
american_scientific_journal-12136	91	3	uses	use	VERB
american_scientific_journal-12136	91	4	only	only	ADV
american_scientific_journal-12136	91	5	three	three	NUM
american_scientific_journal-12136	91	6	to	to	PART
american_scientific_journal-12136	91	7	five	five	NUM
american_scientific_journal-12136	91	8	images	image	NOUN
american_scientific_journal-12136	91	9	to	to	PART
american_scientific_journal-12136	91	10	teach	teach	VERB
american_scientific_journal-12136	91	11	the	the	DET
american_scientific_journal-12136	91	12	model	model	NOUN
american_scientific_journal-12136	91	13	about	about	ADP
american_scientific_journal-12136	91	14	this	this	DET
american_scientific_journal-12136	91	15	new	new	ADJ
american_scientific_journal-12136	91	16	animal	animal	NOUN
american_scientific_journal-12136	91	17	.	.	PUNCT
american_scientific_journal-12136	92	1	after	after	ADP
american_scientific_journal-12136	92	2	learning	learn	VERB
american_scientific_journal-12136	92	3	,	,	PUNCT
american_scientific_journal-12136	92	4	the	the	DET
american_scientific_journal-12136	92	5	model	model	NOUN
american_scientific_journal-12136	92	6	is	be	AUX
american_scientific_journal-12136	92	7	updated	update	VERB
american_scientific_journal-12136	92	8	to	to	PART
american_scientific_journal-12136	92	9	include	include	VERB
american_scientific_journal-12136	92	10	the	the	DET
american_scientific_journal-12136	92	11	new	new	ADJ
american_scientific_journal-12136	92	12	animal	animal	NOUN
american_scientific_journal-12136	92	13	type	type	NOUN
american_scientific_journal-12136	92	14	.	.	PUNCT
american_scientific_journal-12136	93	1	this	this	DET
american_scientific_journal-12136	93	2	improved	improved	ADJ
american_scientific_journal-12136	93	3	model	model	NOUN
american_scientific_journal-12136	93	4	is	be	AUX
american_scientific_journal-12136	93	5	then	then	ADV
american_scientific_journal-12136	93	6	sent	send	VERB
american_scientific_journal-12136	93	7	to	to	ADP
american_scientific_journal-12136	93	8	all	all	DET
american_scientific_journal-12136	93	9	edge	edge	NOUN
american_scientific_journal-12136	93	10	devices	device	NOUN
american_scientific_journal-12136	93	11	via	via	ADP
american_scientific_journal-12136	93	12	over	over	ADP
american_scientific_journal-12136	93	13	-	-	PUNCT
american_scientific_journal-12136	93	14	the	the	DET
american_scientific_journal-12136	93	15	-	-	PUNCT
american_scientific_journal-12136	93	16	air	air	NOUN
american_scientific_journal-12136	93	17	updates	update	NOUN
american_scientific_journal-12136	93	18	.	.	PUNCT
american_scientific_journal-12136	94	1	this	this	DET
american_scientific_journal-12136	94	2	loop	loop	NOUN
american_scientific_journal-12136	94	3	runs	run	VERB
american_scientific_journal-12136	94	4	continuously	continuously	ADV
american_scientific_journal-12136	94	5	,	,	PUNCT
american_scientific_journal-12136	94	6	helping	help	VERB
american_scientific_journal-12136	94	7	the	the	DET
american_scientific_journal-12136	94	8	system	system	NOUN
american_scientific_journal-12136	94	9	stay	stay	VERB
american_scientific_journal-12136	94	10	up	up	ADV
american_scientific_journal-12136	94	11	to	to	ADP
american_scientific_journal-12136	94	12	date	date	NOUN
american_scientific_journal-12136	94	13	without	without	ADP
american_scientific_journal-12136	94	14	requiring	require	VERB
american_scientific_journal-12136	94	15	full	full	ADJ
american_scientific_journal-12136	94	16	retraining	retraining	NOUN
american_scientific_journal-12136	94	17	from	from	ADP
american_scientific_journal-12136	94	18	scratch	scratch	NOUN
american_scientific_journal-12136	94	19	.	.	PUNCT
american_scientific_journal-12136	95	1	the	the	DET
american_scientific_journal-12136	95	2	retraining	retrain	VERB
american_scientific_journal-12136	95	3	jobs	job	NOUN
american_scientific_journal-12136	95	4	on	on	ADP
american_scientific_journal-12136	95	5	the	the	DET
american_scientific_journal-12136	95	6	cloud	cloud	NOUN
american_scientific_journal-12136	95	7	are	be	AUX
american_scientific_journal-12136	95	8	scheduled	schedule	VERB
american_scientific_journal-12136	95	9	to	to	PART
american_scientific_journal-12136	95	10	run	run	VERB
american_scientific_journal-12136	95	11	automatically	automatically	ADV
american_scientific_journal-12136	95	12	every	every	DET
american_scientific_journal-12136	95	13	night	night	NOUN
american_scientific_journal-12136	95	14	using	use	VERB
american_scientific_journal-12136	95	15	kubernetes	kubernete	NOUN
american_scientific_journal-12136	95	16	.	.	PUNCT
american_scientific_journal-12136	96	1	this	this	DET
american_scientific_journal-12136	96	2	way	way	NOUN
american_scientific_journal-12136	96	3	,	,	PUNCT
american_scientific_journal-12136	96	4	the	the	DET
american_scientific_journal-12136	96	5	system	system	NOUN
american_scientific_journal-12136	96	6	continues	continue	VERB
american_scientific_journal-12136	96	7	to	to	PART
american_scientific_journal-12136	96	8	improve	improve	VERB
american_scientific_journal-12136	96	9	over	over	ADP
american_scientific_journal-12136	96	10	time	time	NOUN
american_scientific_journal-12136	96	11	,	,	PUNCT
american_scientific_journal-12136	96	12	even	even	ADV
american_scientific_journal-12136	96	13	with	with	ADP
american_scientific_journal-12136	96	14	limited	limited	ADJ
american_scientific_journal-12136	96	15	data	datum	NOUN
american_scientific_journal-12136	96	16	,	,	PUNCT
american_scientific_journal-12136	96	17	and	and	CCONJ
american_scientific_journal-12136	96	18	farmers	farmer	NOUN
american_scientific_journal-12136	96	19	do	do	AUX
american_scientific_journal-12136	96	20	n't	not	PART
american_scientific_journal-12136	96	21	have	have	VERB
american_scientific_journal-12136	96	22	to	to	PART
american_scientific_journal-12136	96	23	update	update	VERB
american_scientific_journal-12136	96	24	anything	anything	PRON
american_scientific_journal-12136	96	25	manually	manually	ADV
american_scientific_journal-12136	96	26	.	.	PUNCT
american_scientific_journal-12136	97	1	figure	figure	VERB
american_scientific_journal-12136	97	2	3	3	NUM
american_scientific_journal-12136	97	3	american	american	PROPN
american_scientific_journal-12136	97	4	academic	academic	ADJ
american_scientific_journal-12136	97	5	scientific	scientific	ADJ
american_scientific_journal-12136	97	6	research	research	NOUN
american_scientific_journal-12136	97	7	journal	journal	NOUN
american_scientific_journal-12136	97	8	for	for	ADP
american_scientific_journal-12136	97	9	engineering	engineering	NOUN
american_scientific_journal-12136	97	10	,	,	PUNCT
american_scientific_journal-12136	97	11	technology	technology	NOUN
american_scientific_journal-12136	97	12	,	,	PUNCT
american_scientific_journal-12136	97	13	and	and	CCONJ
american_scientific_journal-12136	97	14	sciences	science	NOUN
american_scientific_journal-12136	97	15	(	(	PUNCT
american_scientific_journal-12136	97	16	asrjets	asrjet	NOUN
american_scientific_journal-12136	97	17	)	)	PUNCT
american_scientific_journal-12136	97	18	volume	volume	NOUN
american_scientific_journal-12136	97	19	103	103	NUM
american_scientific_journal-12136	97	20	,	,	PUNCT
american_scientific_journal-12136	97	21	no	no	DET
american_scientific_journal-12136	97	22	1	1	NUM
american_scientific_journal-12136	97	23	,	,	PUNCT
american_scientific_journal-12136	97	24	pp	pp	ADV
american_scientific_journal-12136	97	25	392	392	NUM
american_scientific_journal-12136	97	26	-	-	SYM
american_scientific_journal-12136	97	27	402	402	NUM
american_scientific_journal-12136	97	28	397	397	NUM
american_scientific_journal-12136	97	29	6	6	NUM
american_scientific_journal-12136	97	30	.	.	PUNCT
american_scientific_journal-12136	98	1	kafka	kafka	PROPN
american_scientific_journal-12136	98	2	streaming	streaming	NOUN
american_scientific_journal-12136	98	3	and	and	CCONJ
american_scientific_journal-12136	98	4	deterrent	deterrent	NOUN
american_scientific_journal-12136	98	5	systems	system	NOUN
american_scientific_journal-12136	98	6	kafka	kafka	PROPN
american_scientific_journal-12136	98	7	serves	serve	VERB
american_scientific_journal-12136	98	8	as	as	ADP
american_scientific_journal-12136	98	9	the	the	DET
american_scientific_journal-12136	98	10	central	central	ADJ
american_scientific_journal-12136	98	11	communication	communication	NOUN
american_scientific_journal-12136	98	12	channel	channel	NOUN
american_scientific_journal-12136	98	13	between	between	ADP
american_scientific_journal-12136	98	14	edge	edge	NOUN
american_scientific_journal-12136	98	15	devices	device	NOUN
american_scientific_journal-12136	98	16	,	,	PUNCT
american_scientific_journal-12136	98	17	deterrent	deterrent	NOUN
american_scientific_journal-12136	98	18	systems	system	NOUN
american_scientific_journal-12136	98	19	,	,	PUNCT
american_scientific_journal-12136	98	20	and	and	CCONJ
american_scientific_journal-12136	98	21	the	the	DET
american_scientific_journal-12136	98	22	cloud	cloud	NOUN
american_scientific_journal-12136	98	23	-	-	PUNCT
american_scientific_journal-12136	98	24	based	base	VERB
american_scientific_journal-12136	98	25	learning	learning	NOUN
american_scientific_journal-12136	98	26	engine	engine	NOUN
american_scientific_journal-12136	98	27	.	.	PUNCT
american_scientific_journal-12136	99	1	every	every	DET
american_scientific_journal-12136	99	2	time	time	NOUN
american_scientific_journal-12136	99	3	an	an	DET
american_scientific_journal-12136	99	4	edge	edge	NOUN
american_scientific_journal-12136	99	5	device	device	NOUN
american_scientific_journal-12136	99	6	detects	detect	VERB
american_scientific_journal-12136	99	7	an	an	DET
american_scientific_journal-12136	99	8	animal	animal	NOUN
american_scientific_journal-12136	99	9	,	,	PUNCT
american_scientific_journal-12136	99	10	an	an	DET
american_scientific_journal-12136	99	11	event	event	NOUN
american_scientific_journal-12136	99	12	is	be	AUX
american_scientific_journal-12136	99	13	created	create	VERB
american_scientific_journal-12136	99	14	in	in	ADP
american_scientific_journal-12136	99	15	json	json	NOUN
american_scientific_journal-12136	99	16	format	format	NOUN
american_scientific_journal-12136	99	17	and	and	CCONJ
american_scientific_journal-12136	99	18	sent	send	VERB
american_scientific_journal-12136	99	19	to	to	ADP
american_scientific_journal-12136	99	20	a	a	DET
american_scientific_journal-12136	99	21	specific	specific	ADJ
american_scientific_journal-12136	99	22	kafka	kafka	PROPN
american_scientific_journal-12136	99	23	topic	topic	NOUN
american_scientific_journal-12136	99	24	.	.	PUNCT
american_scientific_journal-12136	100	1	these	these	DET
american_scientific_journal-12136	100	2	topics	topic	NOUN
american_scientific_journal-12136	100	3	are	be	AUX
american_scientific_journal-12136	100	4	organized	organize	VERB
american_scientific_journal-12136	100	5	by	by	ADP
american_scientific_journal-12136	100	6	animal	animal	NOUN
american_scientific_journal-12136	100	7	type	type	NOUN
american_scientific_journal-12136	100	8	and	and	CCONJ
american_scientific_journal-12136	100	9	location	location	NOUN
american_scientific_journal-12136	100	10	,	,	PUNCT
american_scientific_journal-12136	100	11	such	such	ADJ
american_scientific_journal-12136	100	12	as	as	ADP
american_scientific_journal-12136	100	13	alerts	alert	NOUN
american_scientific_journal-12136	100	14	for	for	ADP
american_scientific_journal-12136	100	15	deer	deer	NOUN
american_scientific_journal-12136	100	16	in	in	ADP
american_scientific_journal-12136	100	17	zone	zone	NOUN
american_scientific_journal-12136	100	18	1	1	NUM
american_scientific_journal-12136	100	19	,	,	PUNCT
american_scientific_journal-12136	100	20	alerts	alert	NOUN
american_scientific_journal-12136	100	21	for	for	ADP
american_scientific_journal-12136	100	22	unknown	unknown	ADJ
american_scientific_journal-12136	100	23	animals	animal	NOUN
american_scientific_journal-12136	100	24	in	in	ADP
american_scientific_journal-12136	100	25	zone	zone	NOUN
american_scientific_journal-12136	100	26	3	3	NUM
american_scientific_journal-12136	100	27	,	,	PUNCT
american_scientific_journal-12136	100	28	or	or	CCONJ
american_scientific_journal-12136	100	29	audio	audio	ADJ
american_scientific_journal-12136	100	30	events	event	NOUN
american_scientific_journal-12136	100	31	during	during	ADP
american_scientific_journal-12136	100	32	night	night	NOUN
american_scientific_journal-12136	100	33	shift	shift	NOUN
american_scientific_journal-12136	100	34	.	.	PUNCT
american_scientific_journal-12136	101	1	each	each	DET
american_scientific_journal-12136	101	2	message	message	NOUN
american_scientific_journal-12136	101	3	contains	contain	VERB
american_scientific_journal-12136	101	4	helpful	helpful	ADJ
american_scientific_journal-12136	101	5	details	detail	NOUN
american_scientific_journal-12136	101	6	,	,	PUNCT
american_scientific_journal-12136	101	7	including	include	VERB
american_scientific_journal-12136	101	8	the	the	DET
american_scientific_journal-12136	101	9	time	time	NOUN
american_scientific_journal-12136	101	10	of	of	ADP
american_scientific_journal-12136	101	11	detection	detection	NOUN
american_scientific_journal-12136	101	12	,	,	PUNCT
american_scientific_journal-12136	101	13	gps	gps	PROPN
american_scientific_journal-12136	101	14	location	location	NOUN
american_scientific_journal-12136	101	15	,	,	PUNCT
american_scientific_journal-12136	101	16	animal	animal	NOUN
american_scientific_journal-12136	101	17	type	type	NOUN
american_scientific_journal-12136	101	18	(	(	PUNCT
american_scientific_journal-12136	101	19	if	if	SCONJ
american_scientific_journal-12136	101	20	identified	identify	VERB
american_scientific_journal-12136	101	21	)	)	PUNCT
american_scientific_journal-12136	101	22	,	,	PUNCT
american_scientific_journal-12136	101	23	and	and	CCONJ
american_scientific_journal-12136	101	24	the	the	DET
american_scientific_journal-12136	101	25	level	level	NOUN
american_scientific_journal-12136	101	26	of	of	ADP
american_scientific_journal-12136	101	27	confidence	confidence	NOUN
american_scientific_journal-12136	101	28	in	in	ADP
american_scientific_journal-12136	101	29	the	the	DET
american_scientific_journal-12136	101	30	detection	detection	NOUN
american_scientific_journal-12136	101	31	.	.	PUNCT
american_scientific_journal-12136	102	1	to	to	PART
american_scientific_journal-12136	102	2	support	support	VERB
american_scientific_journal-12136	102	3	older	old	ADJ
american_scientific_journal-12136	102	4	sensors	sensor	NOUN
american_scientific_journal-12136	102	5	that	that	PRON
american_scientific_journal-12136	102	6	still	still	ADV
american_scientific_journal-12136	102	7	use	use	VERB
american_scientific_journal-12136	102	8	mqtt	mqtt	NOUN
american_scientific_journal-12136	102	9	,	,	PUNCT
american_scientific_journal-12136	102	10	kafka	kafka	PROPN
american_scientific_journal-12136	102	11	connect	connect	PROPN
american_scientific_journal-12136	102	12	is	be	AUX
american_scientific_journal-12136	102	13	used	use	VERB
american_scientific_journal-12136	102	14	to	to	PART
american_scientific_journal-12136	102	15	bring	bring	VERB
american_scientific_journal-12136	102	16	their	their	PRON
american_scientific_journal-12136	102	17	data	datum	NOUN
american_scientific_journal-12136	102	18	into	into	ADP
american_scientific_journal-12136	102	19	the	the	DET
american_scientific_journal-12136	102	20	same	same	ADJ
american_scientific_journal-12136	102	21	system	system	NOUN
american_scientific_journal-12136	102	22	.	.	PUNCT
american_scientific_journal-12136	103	1	kafka	kafka	PROPN
american_scientific_journal-12136	103	2	streams	streams	PROPN
american_scientific_journal-12136	103	3	helps	help	VERB
american_scientific_journal-12136	103	4	process	process	VERB
american_scientific_journal-12136	103	5	data	datum	NOUN
american_scientific_journal-12136	103	6	in	in	ADP
american_scientific_journal-12136	103	7	real	real	ADJ
american_scientific_journal-12136	103	8	-	-	PUNCT
american_scientific_journal-12136	103	9	time	time	NOUN
american_scientific_journal-12136	103	10	,	,	PUNCT
american_scientific_journal-12136	103	11	for	for	ADP
american_scientific_journal-12136	103	12	example	example	NOUN
american_scientific_journal-12136	103	13	,	,	PUNCT
american_scientific_journal-12136	103	14	by	by	ADP
american_scientific_journal-12136	103	15	checking	check	VERB
american_scientific_journal-12136	103	16	if	if	SCONJ
american_scientific_journal-12136	103	17	the	the	DET
american_scientific_journal-12136	103	18	same	same	ADJ
american_scientific_journal-12136	103	19	animal	animal	NOUN
american_scientific_journal-12136	103	20	keeps	keep	VERB
american_scientific_journal-12136	103	21	returning	return	VERB
american_scientific_journal-12136	103	22	to	to	ADP
american_scientific_journal-12136	103	23	the	the	DET
american_scientific_journal-12136	103	24	same	same	ADJ
american_scientific_journal-12136	103	25	place	place	NOUN
american_scientific_journal-12136	103	26	and	and	CCONJ
american_scientific_journal-12136	103	27	deciding	decide	VERB
american_scientific_journal-12136	103	28	whether	whether	SCONJ
american_scientific_journal-12136	103	29	to	to	PART
american_scientific_journal-12136	103	30	escalate	escalate	VERB
american_scientific_journal-12136	103	31	the	the	DET
american_scientific_journal-12136	103	32	alert	alert	NOUN
american_scientific_journal-12136	103	33	.	.	PUNCT
american_scientific_journal-12136	104	1	several	several	ADJ
american_scientific_journal-12136	104	2	necessary	necessary	ADJ
american_scientific_journal-12136	104	3	settings	setting	NOUN
american_scientific_journal-12136	104	4	are	be	AUX
american_scientific_journal-12136	104	5	also	also	ADV
american_scientific_journal-12136	104	6	in	in	ADP
american_scientific_journal-12136	104	7	place	place	NOUN
american_scientific_journal-12136	104	8	to	to	PART
american_scientific_journal-12136	104	9	ensure	ensure	VERB
american_scientific_journal-12136	104	10	the	the	DET
american_scientific_journal-12136	104	11	system	system	NOUN
american_scientific_journal-12136	104	12	's	's	PART
american_scientific_journal-12136	104	13	reliability	reliability	NOUN
american_scientific_journal-12136	104	14	.	.	PUNCT
american_scientific_journal-12136	105	1	events	event	NOUN
american_scientific_journal-12136	105	2	are	be	AUX
american_scientific_journal-12136	105	3	stored	store	VERB
american_scientific_journal-12136	105	4	with	with	ADP
american_scientific_journal-12136	105	5	a	a	DET
american_scientific_journal-12136	105	6	replication	replication	NOUN
american_scientific_journal-12136	105	7	factor	factor	NOUN
american_scientific_journal-12136	105	8	of	of	ADP
american_scientific_journal-12136	105	9	three	three	NUM
american_scientific_journal-12136	105	10	,	,	PUNCT
american_scientific_journal-12136	105	11	ensuring	ensure	VERB
american_scientific_journal-12136	105	12	that	that	SCONJ
american_scientific_journal-12136	105	13	the	the	DET
american_scientific_journal-12136	105	14	data	data	NOUN
american_scientific_journal-12136	105	15	is	be	AUX
american_scientific_journal-12136	105	16	not	not	PART
american_scientific_journal-12136	105	17	lost	lose	VERB
american_scientific_journal-12136	105	18	in	in	ADP
american_scientific_journal-12136	105	19	the	the	DET
american_scientific_journal-12136	105	20	event	event	NOUN
american_scientific_journal-12136	105	21	of	of	ADP
american_scientific_journal-12136	105	22	an	an	DET
american_scientific_journal-12136	105	23	error	error	NOUN
american_scientific_journal-12136	105	24	.	.	PUNCT
american_scientific_journal-12136	106	1	logs	log	NOUN
american_scientific_journal-12136	106	2	are	be	AUX
american_scientific_journal-12136	106	3	saved	save	VERB
american_scientific_journal-12136	106	4	for	for	ADP
american_scientific_journal-12136	106	5	seven	seven	NUM
american_scientific_journal-12136	106	6	days	day	NOUN
american_scientific_journal-12136	106	7	,	,	PUNCT
american_scientific_journal-12136	106	8	allowing	allow	VERB
american_scientific_journal-12136	106	9	the	the	DET
american_scientific_journal-12136	106	10	system	system	NOUN
american_scientific_journal-12136	106	11	to	to	PART
american_scientific_journal-12136	106	12	replay	replay	VERB
american_scientific_journal-12136	106	13	old	old	ADJ
american_scientific_journal-12136	106	14	data	datum	NOUN
american_scientific_journal-12136	106	15	for	for	ADP
american_scientific_journal-12136	106	16	retraining	retrain	VERB
american_scientific_journal-12136	106	17	or	or	CCONJ
american_scientific_journal-12136	106	18	debugging	debugging	NOUN
american_scientific_journal-12136	106	19	purposes	purpose	NOUN
american_scientific_journal-12136	106	20	.	.	PUNCT
american_scientific_journal-12136	107	1	access	access	NOUN
american_scientific_journal-12136	107	2	to	to	ADP
american_scientific_journal-12136	107	3	kafka	kafka	PROPN
american_scientific_journal-12136	107	4	is	be	AUX
american_scientific_journal-12136	107	5	managed	manage	VERB
american_scientific_journal-12136	107	6	through	through	ADP
american_scientific_journal-12136	107	7	permissions	permission	NOUN
american_scientific_journal-12136	107	8	,	,	PUNCT
american_scientific_journal-12136	107	9	ensuring	ensure	VERB
american_scientific_journal-12136	107	10	that	that	SCONJ
american_scientific_journal-12136	107	11	only	only	ADV
american_scientific_journal-12136	107	12	trusted	trust	VERB
american_scientific_journal-12136	107	13	devices	device	NOUN
american_scientific_journal-12136	107	14	and	and	CCONJ
american_scientific_journal-12136	107	15	services	service	NOUN
american_scientific_journal-12136	107	16	can	can	AUX
american_scientific_journal-12136	107	17	send	send	VERB
american_scientific_journal-12136	107	18	or	or	CCONJ
american_scientific_journal-12136	107	19	receive	receive	VERB
american_scientific_journal-12136	107	20	data	datum	NOUN
american_scientific_journal-12136	107	21	.	.	PUNCT
american_scientific_journal-12136	108	1	once	once	ADV
american_scientific_journal-12136	108	2	a	a	DET
american_scientific_journal-12136	108	3	detection	detection	NOUN
american_scientific_journal-12136	108	4	event	event	NOUN
american_scientific_journal-12136	108	5	is	be	AUX
american_scientific_journal-12136	108	6	published	publish	VERB
american_scientific_journal-12136	108	7	,	,	PUNCT
american_scientific_journal-12136	108	8	the	the	DET
american_scientific_journal-12136	108	9	deterrent	deterrent	NOUN
american_scientific_journal-12136	108	10	layer	layer	NOUN
american_scientific_journal-12136	108	11	listens	listen	VERB
american_scientific_journal-12136	108	12	to	to	ADP
american_scientific_journal-12136	108	13	the	the	DET
american_scientific_journal-12136	108	14	alert	alert	NOUN
american_scientific_journal-12136	108	15	and	and	CCONJ
american_scientific_journal-12136	108	16	takes	take	VERB
american_scientific_journal-12136	108	17	immediate	immediate	ADJ
american_scientific_journal-12136	108	18	action	action	NOUN
american_scientific_journal-12136	108	19	.	.	PUNCT
american_scientific_journal-12136	109	1	depending	depend	VERB
american_scientific_journal-12136	109	2	on	on	ADP
american_scientific_journal-12136	109	3	the	the	DET
american_scientific_journal-12136	109	4	type	type	NOUN
american_scientific_journal-12136	109	5	of	of	ADP
american_scientific_journal-12136	109	6	animal	animal	NOUN
american_scientific_journal-12136	109	7	,	,	PUNCT
american_scientific_journal-12136	109	8	it	it	PRON
american_scientific_journal-12136	109	9	may	may	AUX
american_scientific_journal-12136	109	10	turn	turn	VERB
american_scientific_journal-12136	109	11	on	on	ADP
american_scientific_journal-12136	109	12	flashing	flash	VERB
american_scientific_journal-12136	109	13	lights	light	NOUN
american_scientific_journal-12136	109	14	,	,	PUNCT
american_scientific_journal-12136	109	15	play	play	VERB
american_scientific_journal-12136	109	16	loud	loud	ADJ
american_scientific_journal-12136	109	17	sounds	sound	NOUN
american_scientific_journal-12136	109	18	,	,	PUNCT
american_scientific_journal-12136	109	19	activate	activate	VERB
american_scientific_journal-12136	109	20	ultrasonic	ultrasonic	ADJ
american_scientific_journal-12136	109	21	emitters	emitter	NOUN
american_scientific_journal-12136	109	22	,	,	PUNCT
american_scientific_journal-12136	109	23	or	or	CCONJ
american_scientific_journal-12136	109	24	spray	spray	VERB
american_scientific_journal-12136	109	25	water	water	NOUN
american_scientific_journal-12136	109	26	to	to	PART
american_scientific_journal-12136	109	27	scare	scare	VERB
american_scientific_journal-12136	109	28	the	the	DET
american_scientific_journal-12136	109	29	animal	animal	NOUN
american_scientific_journal-12136	109	30	away	away	ADV
american_scientific_journal-12136	109	31	.	.	PUNCT
american_scientific_journal-12136	110	1	these	these	DET
american_scientific_journal-12136	110	2	actions	action	NOUN
american_scientific_journal-12136	110	3	are	be	AUX
american_scientific_journal-12136	110	4	chosen	choose	VERB
american_scientific_journal-12136	110	5	based	base	VERB
american_scientific_journal-12136	110	6	on	on	ADP
american_scientific_journal-12136	110	7	what	what	PRON
american_scientific_journal-12136	110	8	works	work	VERB
american_scientific_journal-12136	110	9	best	well	ADV
american_scientific_journal-12136	110	10	for	for	ADP
american_scientific_journal-12136	110	11	each	each	DET
american_scientific_journal-12136	110	12	animal	animal	NOUN
american_scientific_journal-12136	110	13	and	and	CCONJ
american_scientific_journal-12136	110	14	the	the	DET
american_scientific_journal-12136	110	15	time	time	NOUN
american_scientific_journal-12136	110	16	of	of	ADP
american_scientific_journal-12136	110	17	day	day	NOUN
american_scientific_journal-12136	110	18	.	.	PUNCT
american_scientific_journal-12136	111	1	this	this	DET
american_scientific_journal-12136	111	2	fast	fast	ADJ
american_scientific_journal-12136	111	3	reaction	reaction	NOUN
american_scientific_journal-12136	111	4	helps	help	VERB
american_scientific_journal-12136	111	5	protect	protect	VERB
american_scientific_journal-12136	111	6	the	the	DET
american_scientific_journal-12136	111	7	crops	crop	NOUN
american_scientific_journal-12136	111	8	before	before	SCONJ
american_scientific_journal-12136	111	9	any	any	DET
american_scientific_journal-12136	111	10	damage	damage	NOUN
american_scientific_journal-12136	111	11	is	be	AUX
american_scientific_journal-12136	111	12	done	do	VERB
american_scientific_journal-12136	111	13	.	.	PUNCT
american_scientific_journal-12136	112	1	figure	figure	VERB
american_scientific_journal-12136	112	2	4	4	NUM
american_scientific_journal-12136	112	3	american	american	ADJ
american_scientific_journal-12136	112	4	academic	academic	ADJ
american_scientific_journal-12136	112	5	scientific	scientific	ADJ
american_scientific_journal-12136	112	6	research	research	NOUN
american_scientific_journal-12136	112	7	journal	journal	NOUN
american_scientific_journal-12136	112	8	for	for	ADP
american_scientific_journal-12136	112	9	engineering	engineering	NOUN
american_scientific_journal-12136	112	10	,	,	PUNCT
american_scientific_journal-12136	112	11	technology	technology	NOUN
american_scientific_journal-12136	112	12	,	,	PUNCT
american_scientific_journal-12136	112	13	and	and	CCONJ
american_scientific_journal-12136	112	14	sciences	science	NOUN
american_scientific_journal-12136	112	15	(	(	PUNCT
american_scientific_journal-12136	112	16	asrjets	asrjet	NOUN
american_scientific_journal-12136	112	17	)	)	PUNCT
american_scientific_journal-12136	112	18	volume	volume	NOUN
american_scientific_journal-12136	112	19	103	103	NUM
american_scientific_journal-12136	112	20	,	,	PUNCT
american_scientific_journal-12136	112	21	no	no	DET
american_scientific_journal-12136	112	22	1	1	NUM
american_scientific_journal-12136	112	23	,	,	PUNCT
american_scientific_journal-12136	112	24	pp	pp	ADV
american_scientific_journal-12136	112	25	392	392	NUM
american_scientific_journal-12136	112	26	-	-	SYM
american_scientific_journal-12136	112	27	402	402	NUM
american_scientific_journal-12136	112	28	398	398	NUM
american_scientific_journal-12136	112	29	7	7	NUM
american_scientific_journal-12136	112	30	.	.	PUNCT
american_scientific_journal-12136	112	31	results	result	NOUN
american_scientific_journal-12136	112	32	and	and	CCONJ
american_scientific_journal-12136	112	33	evaluation	evaluation	NOUN
american_scientific_journal-12136	112	34	the	the	DET
american_scientific_journal-12136	112	35	performance	performance	NOUN
american_scientific_journal-12136	112	36	of	of	ADP
american_scientific_journal-12136	112	37	the	the	DET
american_scientific_journal-12136	112	38	proposed	propose	VERB
american_scientific_journal-12136	112	39	system	system	NOUN
american_scientific_journal-12136	112	40	was	be	AUX
american_scientific_journal-12136	112	41	evaluated	evaluate	VERB
american_scientific_journal-12136	112	42	through	through	ADP
american_scientific_journal-12136	112	43	simulations	simulation	NOUN
american_scientific_journal-12136	112	44	using	use	VERB
american_scientific_journal-12136	112	45	publicly	publicly	ADV
american_scientific_journal-12136	112	46	available	available	ADJ
american_scientific_journal-12136	112	47	thermal	thermal	ADJ
american_scientific_journal-12136	112	48	image	image	NOUN
american_scientific_journal-12136	112	49	datasets	dataset	NOUN
american_scientific_journal-12136	112	50	and	and	CCONJ
american_scientific_journal-12136	112	51	animal	animal	NOUN
american_scientific_journal-12136	112	52	sound	sound	NOUN
american_scientific_journal-12136	112	53	recordings	recording	NOUN
american_scientific_journal-12136	112	54	for	for	ADP
american_scientific_journal-12136	112	55	species	specie	NOUN
american_scientific_journal-12136	112	56	such	such	ADJ
american_scientific_journal-12136	112	57	as	as	ADP
american_scientific_journal-12136	112	58	deer	deer	NOUN
american_scientific_journal-12136	112	59	,	,	PUNCT
american_scientific_journal-12136	112	60	boars	boar	NOUN
american_scientific_journal-12136	112	61	,	,	PUNCT
american_scientific_journal-12136	112	62	and	and	CCONJ
american_scientific_journal-12136	112	63	rabbits	rabbit	NOUN
american_scientific_journal-12136	112	64	.	.	PUNCT
american_scientific_journal-12136	113	1	these	these	DET
american_scientific_journal-12136	113	2	simulations	simulation	NOUN
american_scientific_journal-12136	113	3	were	be	AUX
american_scientific_journal-12136	113	4	designed	design	VERB
american_scientific_journal-12136	113	5	to	to	PART
american_scientific_journal-12136	113	6	estimate	estimate	VERB
american_scientific_journal-12136	113	7	how	how	SCONJ
american_scientific_journal-12136	113	8	the	the	DET
american_scientific_journal-12136	113	9	system	system	NOUN
american_scientific_journal-12136	113	10	might	might	AUX
american_scientific_journal-12136	113	11	perform	perform	VERB
american_scientific_journal-12136	113	12	under	under	ADP
american_scientific_journal-12136	113	13	typical	typical	ADJ
american_scientific_journal-12136	113	14	farm	farm	NOUN
american_scientific_journal-12136	113	15	conditions	condition	NOUN
american_scientific_journal-12136	113	16	,	,	PUNCT
american_scientific_journal-12136	113	17	but	but	CCONJ
american_scientific_journal-12136	113	18	no	no	DET
american_scientific_journal-12136	113	19	real	real	ADJ
american_scientific_journal-12136	113	20	-	-	PUNCT
american_scientific_journal-12136	113	21	time	time	NOUN
american_scientific_journal-12136	113	22	or	or	CCONJ
american_scientific_journal-12136	113	23	controlled	control	VERB
american_scientific_journal-12136	113	24	testing	testing	NOUN
american_scientific_journal-12136	113	25	has	have	AUX
american_scientific_journal-12136	113	26	been	be	AUX
american_scientific_journal-12136	113	27	conducted	conduct	VERB
american_scientific_journal-12136	113	28	yet	yet	ADV
american_scientific_journal-12136	113	29	.	.	PUNCT
american_scientific_journal-12136	114	1	in	in	ADP
american_scientific_journal-12136	114	2	simulation	simulation	NOUN
american_scientific_journal-12136	114	3	,	,	PUNCT
american_scientific_journal-12136	114	4	the	the	DET
american_scientific_journal-12136	114	5	edge	edge	NOUN
american_scientific_journal-12136	114	6	ai	ai	VERB
american_scientific_journal-12136	114	7	model	model	NOUN
american_scientific_journal-12136	114	8	running	run	VERB
american_scientific_journal-12136	114	9	on	on	ADP
american_scientific_journal-12136	114	10	the	the	DET
american_scientific_journal-12136	114	11	jetson	jetson	PROPN
american_scientific_journal-12136	114	12	nano	nano	PROPN
american_scientific_journal-12136	114	13	was	be	AUX
american_scientific_journal-12136	114	14	able	able	ADJ
american_scientific_journal-12136	114	15	to	to	PART
american_scientific_journal-12136	114	16	process	process	VERB
american_scientific_journal-12136	114	17	each	each	DET
american_scientific_journal-12136	114	18	image	image	NOUN
american_scientific_journal-12136	114	19	in	in	ADP
american_scientific_journal-12136	114	20	approximately	approximately	ADV
american_scientific_journal-12136	114	21	45	45	NUM
american_scientific_journal-12136	114	22	milliseconds	millisecond	NOUN
american_scientific_journal-12136	114	23	.	.	PUNCT
american_scientific_journal-12136	115	1	the	the	DET
american_scientific_journal-12136	115	2	estimated	estimate	VERB
american_scientific_journal-12136	115	3	from	from	ADP
american_scientific_journal-12136	115	4	detection	detection	NOUN
american_scientific_journal-12136	115	5	to	to	ADP
american_scientific_journal-12136	115	6	deterrent	deterrent	NOUN
american_scientific_journal-12136	115	7	response	response	NOUN
american_scientific_journal-12136	115	8	,	,	PUNCT
american_scientific_journal-12136	115	9	including	include	VERB
american_scientific_journal-12136	115	10	kafka	kafka	PROPN
american_scientific_journal-12136	115	11	message	message	NOUN
american_scientific_journal-12136	115	12	delivery	delivery	NOUN
american_scientific_journal-12136	115	13	,	,	PUNCT
american_scientific_journal-12136	115	14	was	be	AUX
american_scientific_journal-12136	115	15	under	under	ADP
american_scientific_journal-12136	115	16	200	200	NUM
american_scientific_journal-12136	115	17	milliseconds	millisecond	NOUN
american_scientific_journal-12136	115	18	.	.	PUNCT
american_scientific_journal-12136	116	1	with	with	ADP
american_scientific_journal-12136	116	2	three	three	NUM
american_scientific_journal-12136	116	3	rounds	round	NOUN
american_scientific_journal-12136	116	4	of	of	ADP
american_scientific_journal-12136	116	5	simulated	simulated	ADJ
american_scientific_journal-12136	116	6	retraining	retraining	NOUN
american_scientific_journal-12136	116	7	using	use	VERB
american_scientific_journal-12136	116	8	few	few	ADJ
american_scientific_journal-12136	116	9	-	-	PUNCT
american_scientific_journal-12136	116	10	shot	shot	NOUN
american_scientific_journal-12136	116	11	learning	learning	NOUN
american_scientific_journal-12136	116	12	,	,	PUNCT
american_scientific_journal-12136	116	13	the	the	DET
american_scientific_journal-12136	116	14	model	model	NOUN
american_scientific_journal-12136	116	15	reached	reach	VERB
american_scientific_journal-12136	116	16	a	a	DET
american_scientific_journal-12136	116	17	projected	project	VERB
american_scientific_journal-12136	116	18	detection	detection	NOUN
american_scientific_journal-12136	116	19	accuracy	accuracy	NOUN
american_scientific_journal-12136	116	20	of	of	ADP
american_scientific_journal-12136	116	21	94.2	94.2	NUM
american_scientific_journal-12136	116	22	percent	percent	NOUN
american_scientific_journal-12136	116	23	.	.	PUNCT
american_scientific_journal-12136	117	1	sensor	sensor	NOUN
american_scientific_journal-12136	117	2	fusion	fusion	NOUN
american_scientific_journal-12136	117	3	helped	help	VERB
american_scientific_journal-12136	117	4	reduce	reduce	VERB
american_scientific_journal-12136	117	5	false	false	ADJ
american_scientific_journal-12136	117	6	positives	positive	NOUN
american_scientific_journal-12136	117	7	by	by	ADP
american_scientific_journal-12136	117	8	around	around	ADV
american_scientific_journal-12136	117	9	35	35	NUM
american_scientific_journal-12136	117	10	percent	percent	NOUN
american_scientific_journal-12136	117	11	.	.	PUNCT
american_scientific_journal-12136	118	1	simulation	simulation	NOUN
american_scientific_journal-12136	118	2	results	result	NOUN
american_scientific_journal-12136	118	3	(	(	PUNCT
american_scientific_journal-12136	118	4	with	with	ADP
american_scientific_journal-12136	118	5	base	base	NOUN
american_scientific_journal-12136	118	6	assumptions	assumption	NOUN
american_scientific_journal-12136	118	7	)	)	PUNCT
american_scientific_journal-12136	118	8	detection	detection	NOUN
american_scientific_journal-12136	118	9	accuracy	accuracy	NOUN
american_scientific_journal-12136	118	10	(	(	PUNCT
american_scientific_journal-12136	118	11	94.2	94.2	NUM
american_scientific_journal-12136	118	12	%	%	NOUN
american_scientific_journal-12136	118	13	):	):	PUNCT
american_scientific_journal-12136	118	14	projected	project	VERB
american_scientific_journal-12136	118	15	accuracy	accuracy	NOUN
american_scientific_journal-12136	118	16	based	base	VERB
american_scientific_journal-12136	118	17	on	on	ADP
american_scientific_journal-12136	118	18	simulation	simulation	NOUN
american_scientific_journal-12136	118	19	experiments	experiment	NOUN
american_scientific_journal-12136	118	20	using	use	VERB
american_scientific_journal-12136	118	21	publicly	publicly	ADV
american_scientific_journal-12136	118	22	available	available	ADJ
american_scientific_journal-12136	118	23	thermal	thermal	ADJ
american_scientific_journal-12136	118	24	image	image	NOUN
american_scientific_journal-12136	118	25	datasets	dataset	NOUN
american_scientific_journal-12136	118	26	and	and	CCONJ
american_scientific_journal-12136	118	27	wildlife	wildlife	NOUN
american_scientific_journal-12136	118	28	audio	audio	ADJ
american_scientific_journal-12136	118	29	recordings	recording	NOUN
american_scientific_journal-12136	118	30	.	.	PUNCT
american_scientific_journal-12136	119	1	the	the	DET
american_scientific_journal-12136	119	2	system	system	NOUN
american_scientific_journal-12136	119	3	was	be	AUX
american_scientific_journal-12136	119	4	not	not	PART
american_scientific_journal-12136	119	5	validated	validate	VERB
american_scientific_journal-12136	119	6	on	on	ADP
american_scientific_journal-12136	119	7	a	a	DET
american_scientific_journal-12136	119	8	real	real	ADJ
american_scientific_journal-12136	119	9	-	-	PUNCT
american_scientific_journal-12136	119	10	world	world	NOUN
american_scientific_journal-12136	119	11	test	test	NOUN
american_scientific_journal-12136	119	12	set	set	VERB
american_scientific_journal-12136	119	13	.	.	PUNCT
american_scientific_journal-12136	120	1	the	the	DET
american_scientific_journal-12136	120	2	figure	figure	NOUN
american_scientific_journal-12136	120	3	comes	come	VERB
american_scientific_journal-12136	120	4	from	from	ADP
american_scientific_journal-12136	120	5	model	model	NOUN
american_scientific_journal-12136	120	6	training	training	NOUN
american_scientific_journal-12136	120	7	on	on	ADP
american_scientific_journal-12136	120	8	mixed	mixed	ADJ
american_scientific_journal-12136	120	9	modalities	modality	NOUN
american_scientific_journal-12136	120	10	(	(	PUNCT
american_scientific_journal-12136	120	11	thermal	thermal	ADJ
american_scientific_journal-12136	120	12	+	+	CCONJ
american_scientific_journal-12136	120	13	acoustic	acoustic	ADJ
american_scientific_journal-12136	120	14	)	)	PUNCT
american_scientific_journal-12136	120	15	under	under	ADP
american_scientific_journal-12136	120	16	simulated	simulated	ADJ
american_scientific_journal-12136	120	17	farm	farm	NOUN
american_scientific_journal-12136	120	18	conditions	condition	NOUN
american_scientific_journal-12136	120	19	.	.	PUNCT
american_scientific_journal-12136	121	1	latency	latency	NOUN
american_scientific_journal-12136	121	2	(	(	PUNCT
american_scientific_journal-12136	121	3	187	187	NUM
american_scientific_journal-12136	121	4	ms	ms	PROPN
american_scientific_journal-12136	121	5	end	end	NOUN
american_scientific_journal-12136	121	6	-	-	PUNCT
american_scientific_journal-12136	121	7	to	to	ADP
american_scientific_journal-12136	121	8	-	-	PUNCT
american_scientific_journal-12136	121	9	end	end	NOUN
american_scientific_journal-12136	121	10	):	):	PUNCT
american_scientific_journal-12136	121	11	estimated	estimate	VERB
american_scientific_journal-12136	121	12	using	use	VERB
american_scientific_journal-12136	121	13	published	publish	VERB
american_scientific_journal-12136	121	14	jetson	jetson	PROPN
american_scientific_journal-12136	121	15	nano	nano	NOUN
american_scientific_journal-12136	121	16	inference	inference	NOUN
american_scientific_journal-12136	121	17	benchmarks	benchmark	NOUN
american_scientific_journal-12136	121	18	(	(	PUNCT
american_scientific_journal-12136	121	19	~45	~45	X
american_scientific_journal-12136	121	20	ms	ms	NOUN
american_scientific_journal-12136	121	21	per	per	ADP
american_scientific_journal-12136	121	22	frame	frame	NOUN
american_scientific_journal-12136	121	23	)	)	PUNCT
american_scientific_journal-12136	121	24	,	,	PUNCT
american_scientific_journal-12136	121	25	kafka	kafka	PROPN
american_scientific_journal-12136	121	26	broker	broker	PROPN
american_scientific_journal-12136	121	27	delivery	delivery	PROPN
american_scientific_journal-12136	121	28	(	(	PUNCT
american_scientific_journal-12136	121	29	~80	~80	X
american_scientific_journal-12136	121	30	ms	ms	NOUN
american_scientific_journal-12136	121	31	)	)	PUNCT
american_scientific_journal-12136	121	32	,	,	PUNCT
american_scientific_journal-12136	121	33	and	and	CCONJ
american_scientific_journal-12136	121	34	assumed	assume	VERB
american_scientific_journal-12136	121	35	deterrent	deterrent	NOUN
american_scientific_journal-12136	121	36	response	response	NOUN
american_scientific_journal-12136	121	37	times	time	NOUN
american_scientific_journal-12136	121	38	(	(	PUNCT
american_scientific_journal-12136	121	39	~60	~60	X
american_scientific_journal-12136	121	40	ms	ms	NOUN
american_scientific_journal-12136	121	41	)	)	PUNCT
american_scientific_journal-12136	121	42	.	.	PUNCT
american_scientific_journal-12136	122	1	no	no	DET
american_scientific_journal-12136	122	2	physical	physical	ADJ
american_scientific_journal-12136	122	3	deployment	deployment	NOUN
american_scientific_journal-12136	122	4	was	be	AUX
american_scientific_journal-12136	122	5	conducted	conduct	VERB
american_scientific_journal-12136	122	6	.	.	PUNCT
american_scientific_journal-12136	123	1	false	false	ADJ
american_scientific_journal-12136	123	2	positive	positive	ADJ
american_scientific_journal-12136	123	3	reduction	reduction	NOUN
american_scientific_journal-12136	123	4	(	(	PUNCT
american_scientific_journal-12136	123	5	35	35	NUM
american_scientific_journal-12136	123	6	%	%	NOUN
american_scientific_journal-12136	123	7	):	):	PUNCT
american_scientific_journal-12136	123	8	expected	expect	VERB
american_scientific_journal-12136	123	9	improvement	improvement	NOUN
american_scientific_journal-12136	123	10	derived	derive	VERB
american_scientific_journal-12136	123	11	by	by	ADP
american_scientific_journal-12136	123	12	comparing	compare	VERB
american_scientific_journal-12136	123	13	simulated	simulate	VERB
american_scientific_journal-12136	123	14	single	single	ADJ
american_scientific_journal-12136	123	15	-	-	PUNCT
american_scientific_journal-12136	123	16	modality	modality	NOUN
american_scientific_journal-12136	123	17	detection	detection	NOUN
american_scientific_journal-12136	123	18	logs	log	NOUN
american_scientific_journal-12136	123	19	(	(	PUNCT
american_scientific_journal-12136	123	20	pir	pir	PROPN
american_scientific_journal-12136	123	21	-	-	PUNCT
american_scientific_journal-12136	123	22	only	only	ADV
american_scientific_journal-12136	123	23	,	,	PUNCT
american_scientific_journal-12136	123	24	vision	vision	NOUN
american_scientific_journal-12136	123	25	-	-	PUNCT
american_scientific_journal-12136	123	26	only	only	ADV
american_scientific_journal-12136	123	27	)	)	PUNCT
american_scientific_journal-12136	123	28	against	against	ADP
american_scientific_journal-12136	123	29	multi	multi	ADJ
american_scientific_journal-12136	123	30	-	-	ADJ
american_scientific_journal-12136	123	31	modal	modal	ADJ
american_scientific_journal-12136	123	32	fusion	fusion	NOUN
american_scientific_journal-12136	123	33	runs	run	NOUN
american_scientific_journal-12136	123	34	.	.	PUNCT
american_scientific_journal-12136	124	1	no	no	DET
american_scientific_journal-12136	124	2	real	real	ADJ
american_scientific_journal-12136	124	3	-	-	PUNCT
american_scientific_journal-12136	124	4	world	world	NOUN
american_scientific_journal-12136	124	5	false	false	ADJ
american_scientific_journal-12136	124	6	positive	positive	ADJ
american_scientific_journal-12136	124	7	testing	testing	NOUN
american_scientific_journal-12136	124	8	has	have	AUX
american_scientific_journal-12136	124	9	been	be	AUX
american_scientific_journal-12136	124	10	performed	perform	VERB
american_scientific_journal-12136	124	11	.	.	PUNCT
american_scientific_journal-12136	125	1	kafka	kafka	PROPN
american_scientific_journal-12136	125	2	throughput	throughput	PROPN
american_scientific_journal-12136	125	3	(	(	PUNCT
american_scientific_journal-12136	125	4	15,000	15,000	NUM
american_scientific_journal-12136	125	5	messages	message	NOUN
american_scientific_journal-12136	125	6	/	/	SYM
american_scientific_journal-12136	125	7	sec	sec	PROPN
american_scientific_journal-12136	125	8	):	):	PUNCT
american_scientific_journal-12136	125	9	based	base	VERB
american_scientific_journal-12136	125	10	on	on	ADP
american_scientific_journal-12136	125	11	apache	apache	PROPN
american_scientific_journal-12136	125	12	kafka	kafka	PROPN
american_scientific_journal-12136	125	13	performance	performance	NOUN
american_scientific_journal-12136	125	14	benchmarks	benchmark	NOUN
american_scientific_journal-12136	125	15	and	and	CCONJ
american_scientific_journal-12136	125	16	simulation	simulation	NOUN
american_scientific_journal-12136	125	17	of	of	ADP
american_scientific_journal-12136	125	18	1,000	1,000	NUM
american_scientific_journal-12136	125	19	sensors	sensor	NOUN
american_scientific_journal-12136	125	20	generating	generate	VERB
american_scientific_journal-12136	125	21	events	event	NOUN
american_scientific_journal-12136	125	22	,	,	PUNCT
american_scientific_journal-12136	125	23	not	not	PART
american_scientific_journal-12136	125	24	measured	measure	VERB
american_scientific_journal-12136	125	25	in	in	ADP
american_scientific_journal-12136	125	26	a	a	DET
american_scientific_journal-12136	125	27	farm	farm	NOUN
american_scientific_journal-12136	125	28	deployment	deployment	NOUN
american_scientific_journal-12136	125	29	.	.	PUNCT
american_scientific_journal-12136	126	1	limitation	limitation	NOUN
american_scientific_journal-12136	126	2	–	–	PUNCT
american_scientific_journal-12136	126	3	these	these	DET
american_scientific_journal-12136	126	4	results	result	NOUN
american_scientific_journal-12136	126	5	are	be	AUX
american_scientific_journal-12136	126	6	based	base	VERB
american_scientific_journal-12136	126	7	entirely	entirely	ADV
american_scientific_journal-12136	126	8	on	on	ADP
american_scientific_journal-12136	126	9	simulated	simulated	ADJ
american_scientific_journal-12136	126	10	inputs	input	NOUN
american_scientific_journal-12136	126	11	and	and	CCONJ
american_scientific_journal-12136	126	12	estimated	estimate	VERB
american_scientific_journal-12136	126	13	performance	performance	NOUN
american_scientific_journal-12136	126	14	benchmarks	benchmark	NOUN
american_scientific_journal-12136	126	15	.	.	PUNCT
american_scientific_journal-12136	127	1	while	while	SCONJ
american_scientific_journal-12136	127	2	the	the	DET
american_scientific_journal-12136	127	3	findings	finding	NOUN
american_scientific_journal-12136	127	4	are	be	AUX
american_scientific_journal-12136	127	5	promising	promise	VERB
american_scientific_journal-12136	127	6	,	,	PUNCT
american_scientific_journal-12136	127	7	future	future	ADJ
american_scientific_journal-12136	127	8	work	work	NOUN
american_scientific_journal-12136	127	9	will	will	AUX
american_scientific_journal-12136	127	10	involve	involve	VERB
american_scientific_journal-12136	127	11	controlled	control	VERB
american_scientific_journal-12136	127	12	experiments	experiment	NOUN
american_scientific_journal-12136	127	13	and	and	CCONJ
american_scientific_journal-12136	127	14	real	real	ADJ
american_scientific_journal-12136	127	15	-	-	PUNCT
american_scientific_journal-12136	127	16	world	world	NOUN
american_scientific_journal-12136	127	17	testing	testing	NOUN
american_scientific_journal-12136	127	18	to	to	PART
american_scientific_journal-12136	127	19	validate	validate	VERB
american_scientific_journal-12136	127	20	the	the	DET
american_scientific_journal-12136	127	21	system	system	NOUN
american_scientific_journal-12136	127	22	in	in	ADP
american_scientific_journal-12136	127	23	actual	actual	ADJ
american_scientific_journal-12136	127	24	farm	farm	NOUN
american_scientific_journal-12136	127	25	environments	environment	NOUN
american_scientific_journal-12136	127	26	security	security	NOUN
american_scientific_journal-12136	127	27	and	and	CCONJ
american_scientific_journal-12136	127	28	cost	cost	VERB
american_scientific_journal-12136	127	29	analysisthe	analysisthe	DET
american_scientific_journal-12136	127	30	system	system	NOUN
american_scientific_journal-12136	127	31	includes	include	VERB
american_scientific_journal-12136	127	32	several	several	ADJ
american_scientific_journal-12136	127	33	built	build	VERB
american_scientific_journal-12136	127	34	-	-	PUNCT
american_scientific_journal-12136	127	35	in	in	ADP
american_scientific_journal-12136	127	36	security	security	NOUN
american_scientific_journal-12136	127	37	measures	measure	NOUN
american_scientific_journal-12136	127	38	to	to	PART
american_scientific_journal-12136	127	39	keep	keep	VERB
american_scientific_journal-12136	127	40	data	datum	NOUN
american_scientific_journal-12136	127	41	and	and	CCONJ
american_scientific_journal-12136	127	42	devices	device	NOUN
american_scientific_journal-12136	127	43	safe	safe	ADJ
american_scientific_journal-12136	127	44	.	.	PUNCT
american_scientific_journal-12136	128	1	all	all	DET
american_scientific_journal-12136	128	2	kafka	kafka	PROPN
american_scientific_journal-12136	128	3	messages	message	NOUN
american_scientific_journal-12136	128	4	are	be	AUX
american_scientific_journal-12136	128	5	encrypted	encrypt	VERB
american_scientific_journal-12136	128	6	using	use	VERB
american_scientific_journal-12136	128	7	tls	tls	PROPN
american_scientific_journal-12136	128	8	,	,	PUNCT
american_scientific_journal-12136	128	9	which	which	PRON
american_scientific_journal-12136	128	10	protects	protect	VERB
american_scientific_journal-12136	128	11	information	information	NOUN
american_scientific_journal-12136	128	12	as	as	SCONJ
american_scientific_journal-12136	128	13	it	it	PRON
american_scientific_journal-12136	128	14	moves	move	VERB
american_scientific_journal-12136	128	15	between	between	ADP
american_scientific_journal-12136	128	16	devices	device	NOUN
american_scientific_journal-12136	128	17	.	.	PUNCT
american_scientific_journal-12136	129	1	over	over	ADP
american_scientific_journal-12136	129	2	-	-	PUNCT
american_scientific_journal-12136	129	3	the	the	DET
american_scientific_journal-12136	129	4	-	-	PUNCT
american_scientific_journal-12136	129	5	air	air	NOUN
american_scientific_journal-12136	129	6	updates	update	NOUN
american_scientific_journal-12136	129	7	sent	send	VERB
american_scientific_journal-12136	129	8	from	from	ADP
american_scientific_journal-12136	129	9	the	the	DET
american_scientific_journal-12136	129	10	cloud	cloud	NOUN
american_scientific_journal-12136	129	11	to	to	ADP
american_scientific_journal-12136	129	12	the	the	DET
american_scientific_journal-12136	129	13	edge	edge	NOUN
american_scientific_journal-12136	129	14	devices	device	NOUN
american_scientific_journal-12136	129	15	are	be	AUX
american_scientific_journal-12136	129	16	digitally	digitally	ADV
american_scientific_journal-12136	129	17	signed	sign	VERB
american_scientific_journal-12136	129	18	and	and	CCONJ
american_scientific_journal-12136	129	19	checked	check	VERB
american_scientific_journal-12136	129	20	before	before	ADP
american_scientific_journal-12136	129	21	installation	installation	NOUN
american_scientific_journal-12136	129	22	to	to	PART
american_scientific_journal-12136	129	23	make	make	VERB
american_scientific_journal-12136	129	24	sure	sure	ADJ
american_scientific_journal-12136	129	25	they	they	PRON
american_scientific_journal-12136	129	26	have	have	AUX
american_scientific_journal-12136	129	27	not	not	PART
american_scientific_journal-12136	129	28	been	be	AUX
american_scientific_journal-12136	129	29	changed	change	VERB
american_scientific_journal-12136	129	30	.	.	PUNCT
american_scientific_journal-12136	130	1	sensors	sensor	NOUN
american_scientific_journal-12136	130	2	and	and	CCONJ
american_scientific_journal-12136	130	3	edge	edge	NOUN
american_scientific_journal-12136	130	4	devices	device	NOUN
american_scientific_journal-12136	130	5	use	use	VERB
american_scientific_journal-12136	130	6	mutual	mutual	ADJ
american_scientific_journal-12136	130	7	authentication	authentication	NOUN
american_scientific_journal-12136	130	8	,	,	PUNCT
american_scientific_journal-12136	130	9	meaning	mean	VERB
american_scientific_journal-12136	130	10	both	both	DET
american_scientific_journal-12136	130	11	sides	side	NOUN
american_scientific_journal-12136	130	12	verify	verify	VERB
american_scientific_journal-12136	130	13	each	each	DET
american_scientific_journal-12136	130	14	other	other	ADJ
american_scientific_journal-12136	130	15	before	before	ADP
american_scientific_journal-12136	130	16	sharing	share	VERB
american_scientific_journal-12136	130	17	data	datum	NOUN
american_scientific_journal-12136	130	18	.	.	PUNCT
american_scientific_journal-12136	131	1	kafka	kafka	PROPN
american_scientific_journal-12136	131	2	topics	topic	NOUN
american_scientific_journal-12136	131	3	and	and	CCONJ
american_scientific_journal-12136	131	4	system	system	NOUN
american_scientific_journal-12136	131	5	components	component	NOUN
american_scientific_journal-12136	131	6	are	be	AUX
american_scientific_journal-12136	131	7	protected	protect	VERB
american_scientific_journal-12136	131	8	using	use	VERB
american_scientific_journal-12136	131	9	access	access	NOUN
american_scientific_journal-12136	131	10	control	control	NOUN
american_scientific_journal-12136	131	11	lists	list	NOUN
american_scientific_journal-12136	131	12	,	,	PUNCT
american_scientific_journal-12136	131	13	which	which	PRON
american_scientific_journal-12136	131	14	prevent	prevent	VERB
american_scientific_journal-12136	131	15	unauthorized	unauthorized	ADJ
american_scientific_journal-12136	131	16	users	user	NOUN
american_scientific_journal-12136	131	17	from	from	ADP
american_scientific_journal-12136	131	18	sending	send	VERB
american_scientific_journal-12136	131	19	or	or	CCONJ
american_scientific_journal-12136	131	20	receiving	receive	VERB
american_scientific_journal-12136	131	21	messages	message	NOUN
american_scientific_journal-12136	131	22	.	.	PUNCT
american_scientific_journal-12136	132	1	these	these	DET
american_scientific_journal-12136	132	2	security	security	NOUN
american_scientific_journal-12136	132	3	features	feature	VERB
american_scientific_journal-12136	132	4	help	help	VERB
american_scientific_journal-12136	132	5	ensure	ensure	VERB
american_scientific_journal-12136	132	6	that	that	SCONJ
american_scientific_journal-12136	132	7	only	only	ADV
american_scientific_journal-12136	132	8	trusted	trust	VERB
american_scientific_journal-12136	132	9	devices	device	NOUN
american_scientific_journal-12136	132	10	and	and	CCONJ
american_scientific_journal-12136	132	11	services	service	NOUN
american_scientific_journal-12136	132	12	can	can	AUX
american_scientific_journal-12136	132	13	access	access	VERB
american_scientific_journal-12136	132	14	the	the	DET
american_scientific_journal-12136	132	15	system	system	NOUN
american_scientific_journal-12136	132	16	.	.	PUNCT
american_scientific_journal-12136	133	1	american	american	ADJ
american_scientific_journal-12136	133	2	academic	academic	ADJ
american_scientific_journal-12136	133	3	scientific	scientific	ADJ
american_scientific_journal-12136	133	4	research	research	NOUN
american_scientific_journal-12136	133	5	journal	journal	NOUN
american_scientific_journal-12136	133	6	for	for	ADP
american_scientific_journal-12136	133	7	engineering	engineering	NOUN
american_scientific_journal-12136	133	8	,	,	PUNCT
american_scientific_journal-12136	133	9	technology	technology	NOUN
american_scientific_journal-12136	133	10	,	,	PUNCT
american_scientific_journal-12136	133	11	and	and	CCONJ
american_scientific_journal-12136	133	12	sciences	science	NOUN
american_scientific_journal-12136	133	13	(	(	PUNCT
american_scientific_journal-12136	133	14	asrjets	asrjet	NOUN
american_scientific_journal-12136	133	15	)	)	PUNCT
american_scientific_journal-12136	133	16	volume	volume	NOUN
american_scientific_journal-12136	133	17	103	103	NUM
american_scientific_journal-12136	133	18	,	,	PUNCT
american_scientific_journal-12136	133	19	no	no	DET
american_scientific_journal-12136	133	20	1	1	NUM
american_scientific_journal-12136	133	21	,	,	PUNCT
american_scientific_journal-12136	133	22	pp	pp	ADV
american_scientific_journal-12136	133	23	392	392	NUM
american_scientific_journal-12136	133	24	-	-	SYM
american_scientific_journal-12136	133	25	402	402	NUM
american_scientific_journal-12136	133	26	399	399	NUM
american_scientific_journal-12136	133	27	cost	cost	NOUN
american_scientific_journal-12136	133	28	:	:	PUNCT
american_scientific_journal-12136	133	29	for	for	ADP
american_scientific_journal-12136	133	30	a	a	DET
american_scientific_journal-12136	133	31	small	small	ADJ
american_scientific_journal-12136	133	32	10	10	NUM
american_scientific_journal-12136	133	33	-	-	PUNCT
american_scientific_journal-12136	133	34	acre	acre	NOUN
american_scientific_journal-12136	133	35	test	test	NOUN
american_scientific_journal-12136	133	36	farm	farm	NOUN
american_scientific_journal-12136	133	37	,	,	PUNCT
american_scientific_journal-12136	133	38	the	the	DET
american_scientific_journal-12136	133	39	total	total	ADJ
american_scientific_journal-12136	133	40	hardware	hardware	NOUN
american_scientific_journal-12136	133	41	cost	cost	NOUN
american_scientific_journal-12136	133	42	is	be	AUX
american_scientific_journal-12136	133	43	estimated	estimate	VERB
american_scientific_journal-12136	133	44	at	at	ADP
american_scientific_journal-12136	133	45	around	around	ADP
american_scientific_journal-12136	133	46	$	$	SYM
american_scientific_journal-12136	133	47	1,230	1,230	NUM
american_scientific_journal-12136	133	48	.	.	PUNCT
american_scientific_journal-12136	134	1	this	this	PRON
american_scientific_journal-12136	134	2	includes	include	VERB
american_scientific_journal-12136	134	3	one	one	NUM
american_scientific_journal-12136	134	4	jetson	jetson	PROPN
american_scientific_journal-12136	134	5	nano	nano	NOUN
american_scientific_journal-12136	134	6	for	for	ADP
american_scientific_journal-12136	134	7	processing	processing	NOUN
american_scientific_journal-12136	134	8	,	,	PUNCT
american_scientific_journal-12136	134	9	five	five	NUM
american_scientific_journal-12136	134	10	pir	pir	PROPN
american_scientific_journal-12136	134	11	sensors	sensor	NOUN
american_scientific_journal-12136	134	12	for	for	ADP
american_scientific_journal-12136	134	13	motion	motion	NOUN
american_scientific_journal-12136	134	14	detection	detection	NOUN
american_scientific_journal-12136	134	15	,	,	PUNCT
american_scientific_journal-12136	134	16	two	two	NUM
american_scientific_journal-12136	134	17	thermal	thermal	ADJ
american_scientific_journal-12136	134	18	cameras	camera	NOUN
american_scientific_journal-12136	134	19	,	,	PUNCT
american_scientific_journal-12136	134	20	two	two	NUM
american_scientific_journal-12136	134	21	microphones	microphone	NOUN
american_scientific_journal-12136	134	22	,	,	PUNCT
american_scientific_journal-12136	134	23	a	a	DET
american_scientific_journal-12136	134	24	kafka	kafka	PROPN
american_scientific_journal-12136	134	25	broker	broker	NOUN
american_scientific_journal-12136	134	26	device	device	NOUN
american_scientific_journal-12136	134	27	,	,	PUNCT
american_scientific_journal-12136	134	28	and	and	CCONJ
american_scientific_journal-12136	134	29	basic	basic	ADJ
american_scientific_journal-12136	134	30	networking	networking	NOUN
american_scientific_journal-12136	134	31	equipment	equipment	NOUN
american_scientific_journal-12136	134	32	.	.	PUNCT
american_scientific_journal-12136	135	1	table	table	NOUN
american_scientific_journal-12136	135	2	1	1	NUM
american_scientific_journal-12136	135	3	item	item	NOUN
american_scientific_journal-12136	135	4	quantity	quantity	NOUN
american_scientific_journal-12136	135	5	estimated	estimate	VERB
american_scientific_journal-12136	135	6	cost	cost	NOUN
american_scientific_journal-12136	135	7	jetson	jetson	PROPN
american_scientific_journal-12136	135	8	nano	nano	VERB
american_scientific_journal-12136	135	9	1	1	NUM
american_scientific_journal-12136	135	10	$	$	SYM
american_scientific_journal-12136	135	11	120	120	NUM
american_scientific_journal-12136	135	12	pir	pir	PROPN
american_scientific_journal-12136	135	13	sensors	sensor	NOUN
american_scientific_journal-12136	135	14	5	5	NUM
american_scientific_journal-12136	135	15	$	$	SYM
american_scientific_journal-12136	135	16	100	100	NUM
american_scientific_journal-12136	135	17	thermal	thermal	ADJ
american_scientific_journal-12136	135	18	cameras	camera	NOUN
american_scientific_journal-12136	135	19	2	2	NUM
american_scientific_journal-12136	135	20	$	$	SYM
american_scientific_journal-12136	135	21	500	500	NUM
american_scientific_journal-12136	135	22	microphones	microphone	NOUN
american_scientific_journal-12136	135	23	2	2	NUM
american_scientific_journal-12136	135	24	$	$	SYM
american_scientific_journal-12136	135	25	60	60	NUM
american_scientific_journal-12136	135	26	kafka	kafka	PROPN
american_scientific_journal-12136	135	27	broker	broker	NOUN
american_scientific_journal-12136	135	28	device	device	NOUN
american_scientific_journal-12136	135	29	1	1	NUM
american_scientific_journal-12136	135	30	$	$	SYM
american_scientific_journal-12136	135	31	300	300	NUM
american_scientific_journal-12136	135	32	networking	network	VERB
american_scientific_journal-12136	135	33	equipment	equipment	NOUN
american_scientific_journal-12136	135	34	$	$	SYM
american_scientific_journal-12136	135	35	150	150	NUM
american_scientific_journal-12136	135	36	total	total	NOUN
american_scientific_journal-12136	135	37	$	$	SYM
american_scientific_journal-12136	135	38	1,230	1,230	NUM
american_scientific_journal-12136	135	39	this	this	DET
american_scientific_journal-12136	135	40	cost	cost	NOUN
american_scientific_journal-12136	135	41	is	be	AUX
american_scientific_journal-12136	135	42	much	much	ADV
american_scientific_journal-12136	135	43	lower	low	ADJ
american_scientific_journal-12136	135	44	than	than	ADP
american_scientific_journal-12136	135	45	building	build	VERB
american_scientific_journal-12136	135	46	a	a	DET
american_scientific_journal-12136	135	47	full	full	ADJ
american_scientific_journal-12136	135	48	fence	fence	NOUN
american_scientific_journal-12136	135	49	around	around	ADP
american_scientific_journal-12136	135	50	the	the	DET
american_scientific_journal-12136	135	51	same	same	ADJ
american_scientific_journal-12136	135	52	area	area	NOUN
american_scientific_journal-12136	135	53	.	.	PUNCT
american_scientific_journal-12136	136	1	unlike	unlike	ADP
american_scientific_journal-12136	136	2	fencing	fencing	NOUN
american_scientific_journal-12136	136	3	,	,	PUNCT
american_scientific_journal-12136	136	4	which	which	PRON
american_scientific_journal-12136	136	5	can	can	AUX
american_scientific_journal-12136	136	6	not	not	PART
american_scientific_journal-12136	136	7	adapt	adapt	VERB
american_scientific_journal-12136	136	8	to	to	ADP
american_scientific_journal-12136	136	9	new	new	ADJ
american_scientific_journal-12136	136	10	threats	threat	NOUN
american_scientific_journal-12136	136	11	,	,	PUNCT
american_scientific_journal-12136	136	12	this	this	DET
american_scientific_journal-12136	136	13	smart	smart	ADJ
american_scientific_journal-12136	136	14	system	system	NOUN
american_scientific_journal-12136	136	15	can	can	AUX
american_scientific_journal-12136	136	16	grow	grow	VERB
american_scientific_journal-12136	136	17	and	and	CCONJ
american_scientific_journal-12136	136	18	improve	improve	VERB
american_scientific_journal-12136	136	19	over	over	ADP
american_scientific_journal-12136	136	20	time	time	NOUN
american_scientific_journal-12136	136	21	.	.	PUNCT
american_scientific_journal-12136	137	1	in	in	ADP
american_scientific_journal-12136	137	2	many	many	ADJ
american_scientific_journal-12136	137	3	cases	case	NOUN
american_scientific_journal-12136	137	4	,	,	PUNCT
american_scientific_journal-12136	137	5	the	the	DET
american_scientific_journal-12136	137	6	return	return	NOUN
american_scientific_journal-12136	137	7	on	on	ADP
american_scientific_journal-12136	137	8	investment	investment	NOUN
american_scientific_journal-12136	137	9	can	can	AUX
american_scientific_journal-12136	137	10	be	be	AUX
american_scientific_journal-12136	137	11	achieved	achieve	VERB
american_scientific_journal-12136	137	12	within	within	ADP
american_scientific_journal-12136	137	13	a	a	DET
american_scientific_journal-12136	137	14	single	single	ADJ
american_scientific_journal-12136	137	15	growing	grow	VERB
american_scientific_journal-12136	137	16	season	season	NOUN
american_scientific_journal-12136	137	17	due	due	ADP
american_scientific_journal-12136	137	18	to	to	ADP
american_scientific_journal-12136	137	19	reduced	reduce	VERB
american_scientific_journal-12136	137	20	crop	crop	NOUN
american_scientific_journal-12136	137	21	damage	damage	NOUN
american_scientific_journal-12136	137	22	and	and	CCONJ
american_scientific_journal-12136	137	23	lower	low	ADJ
american_scientific_journal-12136	137	24	labor	labor	NOUN
american_scientific_journal-12136	137	25	costs	cost	NOUN
american_scientific_journal-12136	137	26	.	.	PUNCT
american_scientific_journal-12136	138	1	8	8	X
american_scientific_journal-12136	138	2	.	.	X
american_scientific_journal-12136	138	3	security	security	NOUN
american_scientific_journal-12136	138	4	and	and	CCONJ
american_scientific_journal-12136	138	5	cost	cost	VERB
american_scientific_journal-12136	138	6	analysis	analysis	NOUN
american_scientific_journal-12136	138	7	security	security	NOUN
american_scientific_journal-12136	138	8	:	:	PUNCT
american_scientific_journal-12136	138	9	the	the	DET
american_scientific_journal-12136	138	10	system	system	NOUN
american_scientific_journal-12136	138	11	includes	include	VERB
american_scientific_journal-12136	138	12	several	several	ADJ
american_scientific_journal-12136	138	13	built	build	VERB
american_scientific_journal-12136	138	14	-	-	PUNCT
american_scientific_journal-12136	138	15	in	in	ADP
american_scientific_journal-12136	138	16	security	security	NOUN
american_scientific_journal-12136	138	17	measures	measure	NOUN
american_scientific_journal-12136	138	18	to	to	PART
american_scientific_journal-12136	138	19	keep	keep	VERB
american_scientific_journal-12136	138	20	data	datum	NOUN
american_scientific_journal-12136	138	21	and	and	CCONJ
american_scientific_journal-12136	138	22	devices	device	NOUN
american_scientific_journal-12136	138	23	safe	safe	ADJ
american_scientific_journal-12136	138	24	.	.	PUNCT
american_scientific_journal-12136	139	1	all	all	DET
american_scientific_journal-12136	139	2	kafka	kafka	PROPN
american_scientific_journal-12136	139	3	messages	message	NOUN
american_scientific_journal-12136	139	4	are	be	AUX
american_scientific_journal-12136	139	5	encrypted	encrypt	VERB
american_scientific_journal-12136	139	6	using	use	VERB
american_scientific_journal-12136	139	7	tls	tls	PROPN
american_scientific_journal-12136	139	8	,	,	PUNCT
american_scientific_journal-12136	139	9	which	which	PRON
american_scientific_journal-12136	139	10	protects	protect	VERB
american_scientific_journal-12136	139	11	information	information	NOUN
american_scientific_journal-12136	139	12	as	as	SCONJ
american_scientific_journal-12136	139	13	it	it	PRON
american_scientific_journal-12136	139	14	moves	move	VERB
american_scientific_journal-12136	139	15	between	between	ADP
american_scientific_journal-12136	139	16	devices	device	NOUN
american_scientific_journal-12136	139	17	.	.	PUNCT
american_scientific_journal-12136	140	1	over	over	ADP
american_scientific_journal-12136	140	2	-	-	PUNCT
american_scientific_journal-12136	140	3	the	the	DET
american_scientific_journal-12136	140	4	-	-	PUNCT
american_scientific_journal-12136	140	5	air	air	NOUN
american_scientific_journal-12136	140	6	updates	update	NOUN
american_scientific_journal-12136	140	7	sent	send	VERB
american_scientific_journal-12136	140	8	from	from	ADP
american_scientific_journal-12136	140	9	the	the	DET
american_scientific_journal-12136	140	10	cloud	cloud	NOUN
american_scientific_journal-12136	140	11	to	to	ADP
american_scientific_journal-12136	140	12	the	the	DET
american_scientific_journal-12136	140	13	edge	edge	NOUN
american_scientific_journal-12136	140	14	devices	device	NOUN
american_scientific_journal-12136	140	15	are	be	AUX
american_scientific_journal-12136	140	16	digitally	digitally	ADV
american_scientific_journal-12136	140	17	signed	sign	VERB
american_scientific_journal-12136	140	18	and	and	CCONJ
american_scientific_journal-12136	140	19	checked	check	VERB
american_scientific_journal-12136	140	20	before	before	ADP
american_scientific_journal-12136	140	21	installation	installation	NOUN
american_scientific_journal-12136	140	22	to	to	PART
american_scientific_journal-12136	140	23	make	make	VERB
american_scientific_journal-12136	140	24	sure	sure	ADJ
american_scientific_journal-12136	140	25	they	they	PRON
american_scientific_journal-12136	140	26	have	have	AUX
american_scientific_journal-12136	140	27	not	not	PART
american_scientific_journal-12136	140	28	been	be	AUX
american_scientific_journal-12136	140	29	changed	change	VERB
american_scientific_journal-12136	140	30	.	.	PUNCT
american_scientific_journal-12136	141	1	sensors	sensor	NOUN
american_scientific_journal-12136	141	2	and	and	CCONJ
american_scientific_journal-12136	141	3	edge	edge	NOUN
american_scientific_journal-12136	141	4	devices	device	NOUN
american_scientific_journal-12136	141	5	use	use	VERB
american_scientific_journal-12136	141	6	mutual	mutual	ADJ
american_scientific_journal-12136	141	7	authentication	authentication	NOUN
american_scientific_journal-12136	141	8	,	,	PUNCT
american_scientific_journal-12136	141	9	meaning	mean	VERB
american_scientific_journal-12136	141	10	both	both	DET
american_scientific_journal-12136	141	11	sides	side	NOUN
american_scientific_journal-12136	141	12	verify	verify	VERB
american_scientific_journal-12136	141	13	each	each	DET
american_scientific_journal-12136	141	14	other	other	ADJ
american_scientific_journal-12136	141	15	before	before	ADP
american_scientific_journal-12136	141	16	sharing	share	VERB
american_scientific_journal-12136	141	17	data	datum	NOUN
american_scientific_journal-12136	141	18	.	.	PUNCT
american_scientific_journal-12136	142	1	kafka	kafka	PROPN
american_scientific_journal-12136	142	2	topics	topic	NOUN
american_scientific_journal-12136	142	3	and	and	CCONJ
american_scientific_journal-12136	142	4	system	system	NOUN
american_scientific_journal-12136	142	5	components	component	NOUN
american_scientific_journal-12136	142	6	are	be	AUX
american_scientific_journal-12136	142	7	protected	protect	VERB
american_scientific_journal-12136	142	8	using	use	VERB
american_scientific_journal-12136	142	9	access	access	NOUN
american_scientific_journal-12136	142	10	control	control	NOUN
american_scientific_journal-12136	142	11	lists	list	NOUN
american_scientific_journal-12136	142	12	,	,	PUNCT
american_scientific_journal-12136	142	13	which	which	PRON
american_scientific_journal-12136	142	14	prevent	prevent	VERB
american_scientific_journal-12136	142	15	unauthorized	unauthorized	ADJ
american_scientific_journal-12136	142	16	users	user	NOUN
american_scientific_journal-12136	142	17	from	from	ADP
american_scientific_journal-12136	142	18	sending	send	VERB
american_scientific_journal-12136	142	19	or	or	CCONJ
american_scientific_journal-12136	142	20	receiving	receive	VERB
american_scientific_journal-12136	142	21	messages	message	NOUN
american_scientific_journal-12136	142	22	.	.	PUNCT
american_scientific_journal-12136	143	1	these	these	DET
american_scientific_journal-12136	143	2	security	security	NOUN
american_scientific_journal-12136	143	3	features	feature	VERB
american_scientific_journal-12136	143	4	help	help	VERB
american_scientific_journal-12136	143	5	ensure	ensure	VERB
american_scientific_journal-12136	143	6	that	that	SCONJ
american_scientific_journal-12136	143	7	only	only	ADV
american_scientific_journal-12136	143	8	trusted	trust	VERB
american_scientific_journal-12136	143	9	devices	device	NOUN
american_scientific_journal-12136	143	10	and	and	CCONJ
american_scientific_journal-12136	143	11	services	service	NOUN
american_scientific_journal-12136	143	12	can	can	AUX
american_scientific_journal-12136	143	13	access	access	VERB
american_scientific_journal-12136	143	14	the	the	DET
american_scientific_journal-12136	143	15	system	system	NOUN
american_scientific_journal-12136	143	16	.	.	PUNCT
american_scientific_journal-12136	144	1	table	table	NOUN
american_scientific_journal-12136	144	2	2	2	NUM
american_scientific_journal-12136	144	3	method	method	NOUN
american_scientific_journal-12136	144	4	accuracy	accuracy	NOUN
american_scientific_journal-12136	144	5	false	false	ADJ
american_scientific_journal-12136	144	6	positives	positive	NOUN
american_scientific_journal-12136	144	7	latency	latency	NOUN
american_scientific_journal-12136	144	8	pir	pir	PROPN
american_scientific_journal-12136	144	9	-	-	PUNCT
american_scientific_journal-12136	144	10	only	only	ADV
american_scientific_journal-12136	144	11	76	76	NUM
american_scientific_journal-12136	144	12	%	%	NOUN
american_scientific_journal-12136	144	13	high	high	ADJ
american_scientific_journal-12136	144	14	<	<	NOUN
american_scientific_journal-12136	144	15	100	100	NUM
american_scientific_journal-12136	144	16	ms	ms	PROPN
american_scientific_journal-12136	144	17	camera	camera	NOUN
american_scientific_journal-12136	144	18	-	-	PUNCT
american_scientific_journal-12136	144	19	only	only	ADV
american_scientific_journal-12136	144	20	(	(	PUNCT
american_scientific_journal-12136	144	21	yolov4	yolov4	NOUN
american_scientific_journal-12136	144	22	-	-	PUNCT
american_scientific_journal-12136	144	23	tiny	tiny	ADJ
american_scientific_journal-12136	144	24	)	)	PUNCT
american_scientific_journal-12136	144	25	88	88	NUM
american_scientific_journal-12136	144	26	%	%	NOUN
american_scientific_journal-12136	144	27	medium	medium	NOUN
american_scientific_journal-12136	144	28	250	250	NUM
american_scientific_journal-12136	144	29	ms	ms	NOUN
american_scientific_journal-12136	144	30	proposed	propose	VERB
american_scientific_journal-12136	144	31	multi	multi	ADJ
american_scientific_journal-12136	144	32	-	-	ADJ
american_scientific_journal-12136	144	33	modal	modal	ADJ
american_scientific_journal-12136	144	34	94.2	94.2	NUM
american_scientific_journal-12136	144	35	%	%	NOUN
american_scientific_journal-12136	144	36	low	low	ADJ
american_scientific_journal-12136	144	37	187	187	NUM
american_scientific_journal-12136	144	38	ms	ms	PROPN
american_scientific_journal-12136	144	39	american	american	PROPN
american_scientific_journal-12136	144	40	academic	academic	PROPN
american_scientific_journal-12136	144	41	scientific	scientific	ADJ
american_scientific_journal-12136	144	42	research	research	NOUN
american_scientific_journal-12136	144	43	journal	journal	NOUN
american_scientific_journal-12136	144	44	for	for	ADP
american_scientific_journal-12136	144	45	engineering	engineering	NOUN
american_scientific_journal-12136	144	46	,	,	PUNCT
american_scientific_journal-12136	144	47	technology	technology	NOUN
american_scientific_journal-12136	144	48	,	,	PUNCT
american_scientific_journal-12136	144	49	and	and	CCONJ
american_scientific_journal-12136	144	50	sciences	science	NOUN
american_scientific_journal-12136	144	51	(	(	PUNCT
american_scientific_journal-12136	144	52	asrjets	asrjet	NOUN
american_scientific_journal-12136	144	53	)	)	PUNCT
american_scientific_journal-12136	144	54	volume	volume	NOUN
american_scientific_journal-12136	144	55	103	103	NUM
american_scientific_journal-12136	144	56	,	,	PUNCT
american_scientific_journal-12136	144	57	no	no	DET
american_scientific_journal-12136	144	58	1	1	NUM
american_scientific_journal-12136	144	59	,	,	PUNCT
american_scientific_journal-12136	144	60	pp	pp	ADV
american_scientific_journal-12136	144	61	392	392	NUM
american_scientific_journal-12136	144	62	-	-	SYM
american_scientific_journal-12136	144	63	402	402	NUM
american_scientific_journal-12136	144	64	400	400	NUM
american_scientific_journal-12136	144	65	cost	cost	NOUN
american_scientific_journal-12136	144	66	:	:	PUNCT
american_scientific_journal-12136	144	67	for	for	ADP
american_scientific_journal-12136	144	68	a	a	DET
american_scientific_journal-12136	144	69	small	small	ADJ
american_scientific_journal-12136	144	70	10	10	NUM
american_scientific_journal-12136	144	71	-	-	PUNCT
american_scientific_journal-12136	144	72	acre	acre	NOUN
american_scientific_journal-12136	144	73	test	test	NOUN
american_scientific_journal-12136	144	74	farm	farm	NOUN
american_scientific_journal-12136	144	75	,	,	PUNCT
american_scientific_journal-12136	144	76	the	the	DET
american_scientific_journal-12136	144	77	total	total	ADJ
american_scientific_journal-12136	144	78	hardware	hardware	NOUN
american_scientific_journal-12136	144	79	cost	cost	NOUN
american_scientific_journal-12136	144	80	is	be	AUX
american_scientific_journal-12136	144	81	estimated	estimate	VERB
american_scientific_journal-12136	144	82	at	at	ADP
american_scientific_journal-12136	144	83	around	around	ADP
american_scientific_journal-12136	144	84	$	$	SYM
american_scientific_journal-12136	144	85	1,230	1,230	NUM
american_scientific_journal-12136	144	86	.	.	PUNCT
american_scientific_journal-12136	145	1	this	this	PRON
american_scientific_journal-12136	145	2	includes	include	VERB
american_scientific_journal-12136	145	3	one	one	NUM
american_scientific_journal-12136	145	4	jetson	jetson	PROPN
american_scientific_journal-12136	145	5	nano	nano	NOUN
american_scientific_journal-12136	145	6	for	for	ADP
american_scientific_journal-12136	145	7	processing	processing	NOUN
american_scientific_journal-12136	145	8	,	,	PUNCT
american_scientific_journal-12136	145	9	five	five	NUM
american_scientific_journal-12136	145	10	pir	pir	PROPN
american_scientific_journal-12136	145	11	sensors	sensor	NOUN
american_scientific_journal-12136	145	12	for	for	ADP
american_scientific_journal-12136	145	13	motion	motion	NOUN
american_scientific_journal-12136	145	14	detection	detection	NOUN
american_scientific_journal-12136	145	15	,	,	PUNCT
american_scientific_journal-12136	145	16	two	two	NUM
american_scientific_journal-12136	145	17	thermal	thermal	ADJ
american_scientific_journal-12136	145	18	cameras	camera	NOUN
american_scientific_journal-12136	145	19	,	,	PUNCT
american_scientific_journal-12136	145	20	two	two	NUM
american_scientific_journal-12136	145	21	microphones	microphone	NOUN
american_scientific_journal-12136	145	22	,	,	PUNCT
american_scientific_journal-12136	145	23	a	a	DET
american_scientific_journal-12136	145	24	kafka	kafka	PROPN
american_scientific_journal-12136	145	25	broker	broker	NOUN
american_scientific_journal-12136	145	26	device	device	NOUN
american_scientific_journal-12136	145	27	,	,	PUNCT
american_scientific_journal-12136	145	28	and	and	CCONJ
american_scientific_journal-12136	145	29	basic	basic	ADJ
american_scientific_journal-12136	145	30	networking	networking	NOUN
american_scientific_journal-12136	145	31	equipment	equipment	NOUN
american_scientific_journal-12136	145	32	.	.	PUNCT
american_scientific_journal-12136	146	1	table	table	NOUN
american_scientific_journal-12136	146	2	3	3	NUM
american_scientific_journal-12136	146	3	item	item	NOUN
american_scientific_journal-12136	146	4	quantity	quantity	NOUN
american_scientific_journal-12136	146	5	estimated	estimate	VERB
american_scientific_journal-12136	146	6	cost	cost	NOUN
american_scientific_journal-12136	146	7	jetson	jetson	PROPN
american_scientific_journal-12136	146	8	nano	nano	VERB
american_scientific_journal-12136	146	9	1	1	NUM
american_scientific_journal-12136	146	10	$	$	SYM
american_scientific_journal-12136	146	11	120	120	NUM
american_scientific_journal-12136	146	12	pir	pir	PROPN
american_scientific_journal-12136	146	13	sensors	sensor	NOUN
american_scientific_journal-12136	146	14	5	5	NUM
american_scientific_journal-12136	146	15	$	$	SYM
american_scientific_journal-12136	146	16	100	100	NUM
american_scientific_journal-12136	146	17	thermal	thermal	ADJ
american_scientific_journal-12136	146	18	cameras	camera	NOUN
american_scientific_journal-12136	146	19	2	2	NUM
american_scientific_journal-12136	146	20	$	$	SYM
american_scientific_journal-12136	146	21	500	500	NUM
american_scientific_journal-12136	146	22	microphones	microphone	NOUN
american_scientific_journal-12136	146	23	2	2	NUM
american_scientific_journal-12136	146	24	$	$	SYM
american_scientific_journal-12136	146	25	60	60	NUM
american_scientific_journal-12136	146	26	kafka	kafka	PROPN
american_scientific_journal-12136	146	27	broker	broker	NOUN
american_scientific_journal-12136	146	28	device	device	NOUN
american_scientific_journal-12136	146	29	1	1	NUM
american_scientific_journal-12136	146	30	$	$	SYM
american_scientific_journal-12136	146	31	300	300	NUM
american_scientific_journal-12136	146	32	networking	network	VERB
american_scientific_journal-12136	146	33	equipment	equipment	NOUN
american_scientific_journal-12136	146	34	$	$	SYM
american_scientific_journal-12136	146	35	150	150	NUM
american_scientific_journal-12136	146	36	total	total	NOUN
american_scientific_journal-12136	146	37	$	$	SYM
american_scientific_journal-12136	146	38	1,230	1,230	NUM
american_scientific_journal-12136	146	39	this	this	DET
american_scientific_journal-12136	146	40	cost	cost	NOUN
american_scientific_journal-12136	146	41	is	be	AUX
american_scientific_journal-12136	146	42	much	much	ADV
american_scientific_journal-12136	146	43	lower	low	ADJ
american_scientific_journal-12136	146	44	than	than	ADP
american_scientific_journal-12136	146	45	building	build	VERB
american_scientific_journal-12136	146	46	a	a	DET
american_scientific_journal-12136	146	47	full	full	ADJ
american_scientific_journal-12136	146	48	fence	fence	NOUN
american_scientific_journal-12136	146	49	around	around	ADP
american_scientific_journal-12136	146	50	the	the	DET
american_scientific_journal-12136	146	51	same	same	ADJ
american_scientific_journal-12136	146	52	area	area	NOUN
american_scientific_journal-12136	146	53	.	.	PUNCT
american_scientific_journal-12136	147	1	unlike	unlike	ADP
american_scientific_journal-12136	147	2	fencing	fencing	NOUN
american_scientific_journal-12136	147	3	,	,	PUNCT
american_scientific_journal-12136	147	4	which	which	PRON
american_scientific_journal-12136	147	5	can	can	AUX
american_scientific_journal-12136	147	6	not	not	PART
american_scientific_journal-12136	147	7	adapt	adapt	VERB
american_scientific_journal-12136	147	8	to	to	ADP
american_scientific_journal-12136	147	9	new	new	ADJ
american_scientific_journal-12136	147	10	threats	threat	NOUN
american_scientific_journal-12136	147	11	,	,	PUNCT
american_scientific_journal-12136	147	12	this	this	DET
american_scientific_journal-12136	147	13	smart	smart	ADJ
american_scientific_journal-12136	147	14	system	system	NOUN
american_scientific_journal-12136	147	15	can	can	AUX
american_scientific_journal-12136	147	16	grow	grow	VERB
american_scientific_journal-12136	147	17	and	and	CCONJ
american_scientific_journal-12136	147	18	improve	improve	VERB
american_scientific_journal-12136	147	19	over	over	ADP
american_scientific_journal-12136	147	20	time	time	NOUN
american_scientific_journal-12136	147	21	.	.	PUNCT
american_scientific_journal-12136	148	1	in	in	ADP
american_scientific_journal-12136	148	2	many	many	ADJ
american_scientific_journal-12136	148	3	cases	case	NOUN
american_scientific_journal-12136	148	4	,	,	PUNCT
american_scientific_journal-12136	148	5	the	the	DET
american_scientific_journal-12136	148	6	return	return	NOUN
american_scientific_journal-12136	148	7	on	on	ADP
american_scientific_journal-12136	148	8	investment	investment	NOUN
american_scientific_journal-12136	148	9	can	can	AUX
american_scientific_journal-12136	148	10	be	be	AUX
american_scientific_journal-12136	148	11	achieved	achieve	VERB
american_scientific_journal-12136	148	12	within	within	ADP
american_scientific_journal-12136	148	13	a	a	DET
american_scientific_journal-12136	148	14	single	single	ADJ
american_scientific_journal-12136	148	15	growing	grow	VERB
american_scientific_journal-12136	148	16	season	season	NOUN
american_scientific_journal-12136	148	17	due	due	ADP
american_scientific_journal-12136	148	18	to	to	ADP
american_scientific_journal-12136	148	19	reduced	reduce	VERB
american_scientific_journal-12136	148	20	crop	crop	NOUN
american_scientific_journal-12136	148	21	damage	damage	NOUN
american_scientific_journal-12136	148	22	and	and	CCONJ
american_scientific_journal-12136	148	23	lower	low	ADJ
american_scientific_journal-12136	148	24	labor	labor	NOUN
american_scientific_journal-12136	148	25	costs	cost	NOUN
american_scientific_journal-12136	148	26	.	.	PUNCT
american_scientific_journal-12136	149	1	9	9	X
american_scientific_journal-12136	149	2	.	.	X
american_scientific_journal-12136	149	3	conclusion	conclusion	NOUN
american_scientific_journal-12136	149	4	this	this	DET
american_scientific_journal-12136	149	5	paper	paper	NOUN
american_scientific_journal-12136	149	6	presents	present	VERB
american_scientific_journal-12136	149	7	a	a	DET
american_scientific_journal-12136	149	8	smart	smart	ADJ
american_scientific_journal-12136	149	9	system	system	NOUN
american_scientific_journal-12136	149	10	for	for	ADP
american_scientific_journal-12136	149	11	detecting	detect	VERB
american_scientific_journal-12136	149	12	and	and	CCONJ
american_scientific_journal-12136	149	13	deterring	deter	VERB
american_scientific_journal-12136	149	14	wild	wild	ADJ
american_scientific_journal-12136	149	15	animals	animal	NOUN
american_scientific_journal-12136	149	16	in	in	ADP
american_scientific_journal-12136	149	17	real	real	ADJ
american_scientific_journal-12136	149	18	time	time	NOUN
american_scientific_journal-12136	149	19	using	use	VERB
american_scientific_journal-12136	149	20	iot	iot	ADJ
american_scientific_journal-12136	149	21	sensors	sensor	NOUN
american_scientific_journal-12136	149	22	,	,	PUNCT
american_scientific_journal-12136	149	23	edge	edge	NOUN
american_scientific_journal-12136	149	24	ai	ai	NOUN
american_scientific_journal-12136	149	25	,	,	PUNCT
american_scientific_journal-12136	149	26	kafka	kafka	PROPN
american_scientific_journal-12136	149	27	-	-	PUNCT
american_scientific_journal-12136	149	28	based	base	VERB
american_scientific_journal-12136	149	29	data	datum	NOUN
american_scientific_journal-12136	149	30	streaming	streaming	NOUN
american_scientific_journal-12136	149	31	,	,	PUNCT
american_scientific_journal-12136	149	32	and	and	CCONJ
american_scientific_journal-12136	149	33	cloud	cloud	NOUN
american_scientific_journal-12136	149	34	-	-	PUNCT
american_scientific_journal-12136	149	35	supported	support	VERB
american_scientific_journal-12136	149	36	few	few	ADJ
american_scientific_journal-12136	149	37	-	-	PUNCT
american_scientific_journal-12136	149	38	shot	shot	NOUN
american_scientific_journal-12136	149	39	learning	learning	NOUN
american_scientific_journal-12136	149	40	.	.	PUNCT
american_scientific_journal-12136	150	1	by	by	ADP
american_scientific_journal-12136	150	2	combining	combine	VERB
american_scientific_journal-12136	150	3	different	different	ADJ
american_scientific_journal-12136	150	4	types	type	NOUN
american_scientific_journal-12136	150	5	of	of	ADP
american_scientific_journal-12136	150	6	sensors	sensor	NOUN
american_scientific_journal-12136	150	7	such	such	ADJ
american_scientific_journal-12136	150	8	as	as	ADP
american_scientific_journal-12136	150	9	thermal	thermal	ADJ
american_scientific_journal-12136	150	10	cameras	camera	NOUN
american_scientific_journal-12136	150	11	,	,	PUNCT
american_scientific_journal-12136	150	12	motion	motion	NOUN
american_scientific_journal-12136	150	13	detectors	detector	NOUN
american_scientific_journal-12136	150	14	,	,	PUNCT
american_scientific_journal-12136	150	15	and	and	CCONJ
american_scientific_journal-12136	150	16	microphones	microphone	NOUN
american_scientific_journal-12136	150	17	,	,	PUNCT
american_scientific_journal-12136	150	18	the	the	DET
american_scientific_journal-12136	150	19	system	system	NOUN
american_scientific_journal-12136	150	20	is	be	AUX
american_scientific_journal-12136	150	21	able	able	ADJ
american_scientific_journal-12136	150	22	to	to	PART
american_scientific_journal-12136	150	23	detect	detect	VERB
american_scientific_journal-12136	150	24	animals	animal	NOUN
american_scientific_journal-12136	150	25	more	more	ADV
american_scientific_journal-12136	150	26	accurately	accurately	ADV
american_scientific_journal-12136	150	27	and	and	CCONJ
american_scientific_journal-12136	150	28	respond	respond	VERB
american_scientific_journal-12136	150	29	faster	fast	ADV
american_scientific_journal-12136	150	30	.	.	PUNCT
american_scientific_journal-12136	151	1	the	the	DET
american_scientific_journal-12136	151	2	edge	edge	NOUN
american_scientific_journal-12136	151	3	ai	ai	VERB
american_scientific_journal-12136	151	4	model	model	NOUN
american_scientific_journal-12136	151	5	processes	process	NOUN
american_scientific_journal-12136	151	6	information	information	NOUN
american_scientific_journal-12136	151	7	quickly	quickly	ADV
american_scientific_journal-12136	151	8	,	,	PUNCT
american_scientific_journal-12136	151	9	while	while	SCONJ
american_scientific_journal-12136	151	10	the	the	DET
american_scientific_journal-12136	151	11	cloud	cloud	NOUN
american_scientific_journal-12136	151	12	helps	help	VERB
american_scientific_journal-12136	151	13	the	the	DET
american_scientific_journal-12136	151	14	system	system	NOUN
american_scientific_journal-12136	151	15	learn	learn	VERB
american_scientific_journal-12136	151	16	about	about	ADP
american_scientific_journal-12136	151	17	new	new	ADJ
american_scientific_journal-12136	151	18	animals	animal	NOUN
american_scientific_journal-12136	151	19	using	use	VERB
american_scientific_journal-12136	151	20	only	only	ADV
american_scientific_journal-12136	151	21	a	a	DET
american_scientific_journal-12136	151	22	few	few	ADJ
american_scientific_journal-12136	151	23	examples	example	NOUN
american_scientific_journal-12136	151	24	.	.	PUNCT
american_scientific_journal-12136	152	1	together	together	ADV
american_scientific_journal-12136	152	2	,	,	PUNCT
american_scientific_journal-12136	152	3	this	this	DET
american_scientific_journal-12136	152	4	setup	setup	NOUN
american_scientific_journal-12136	152	5	achieves	achieve	VERB
american_scientific_journal-12136	152	6	quick	quick	ADJ
american_scientific_journal-12136	152	7	response	response	NOUN
american_scientific_journal-12136	152	8	times	time	NOUN
american_scientific_journal-12136	152	9	under	under	ADP
american_scientific_journal-12136	152	10	200	200	NUM
american_scientific_journal-12136	152	11	milliseconds	millisecond	NOUN
american_scientific_journal-12136	152	12	and	and	CCONJ
american_scientific_journal-12136	152	13	significantly	significantly	ADV
american_scientific_journal-12136	152	14	lowers	lower	VERB
american_scientific_journal-12136	152	15	the	the	DET
american_scientific_journal-12136	152	16	number	number	NOUN
american_scientific_journal-12136	152	17	of	of	ADP
american_scientific_journal-12136	152	18	false	false	ADJ
american_scientific_journal-12136	152	19	alarms	alarm	NOUN
american_scientific_journal-12136	152	20	.	.	PUNCT
american_scientific_journal-12136	153	1	the	the	DET
american_scientific_journal-12136	153	2	system	system	NOUN
american_scientific_journal-12136	153	3	is	be	AUX
american_scientific_journal-12136	153	4	designed	design	VERB
american_scientific_journal-12136	153	5	to	to	PART
american_scientific_journal-12136	153	6	be	be	AUX
american_scientific_journal-12136	153	7	secure	secure	ADJ
american_scientific_journal-12136	153	8	,	,	PUNCT
american_scientific_journal-12136	153	9	flexible	flexible	ADJ
american_scientific_journal-12136	153	10	,	,	PUNCT
american_scientific_journal-12136	153	11	and	and	CCONJ
american_scientific_journal-12136	153	12	easy	easy	ADJ
american_scientific_journal-12136	153	13	to	to	PART
american_scientific_journal-12136	153	14	scale	scale	VERB
american_scientific_journal-12136	153	15	.	.	PUNCT
american_scientific_journal-12136	154	1	it	it	PRON
american_scientific_journal-12136	154	2	can	can	AUX
american_scientific_journal-12136	154	3	be	be	AUX
american_scientific_journal-12136	154	4	deployed	deploy	VERB
american_scientific_journal-12136	154	5	on	on	ADP
american_scientific_journal-12136	154	6	different	different	ADJ
american_scientific_journal-12136	154	7	types	type	NOUN
american_scientific_journal-12136	154	8	of	of	ADP
american_scientific_journal-12136	154	9	farms	farm	NOUN
american_scientific_journal-12136	154	10	without	without	ADP
american_scientific_journal-12136	154	11	needing	need	VERB
american_scientific_journal-12136	154	12	heavy	heavy	ADJ
american_scientific_journal-12136	154	13	infrastructure	infrastructure	NOUN
american_scientific_journal-12136	154	14	.	.	PUNCT
american_scientific_journal-12136	155	1	compared	compare	VERB
american_scientific_journal-12136	155	2	to	to	ADP
american_scientific_journal-12136	155	3	traditional	traditional	ADJ
american_scientific_journal-12136	155	4	methods	method	NOUN
american_scientific_journal-12136	155	5	like	like	ADP
american_scientific_journal-12136	155	6	fencing	fence	VERB
american_scientific_journal-12136	155	7	or	or	CCONJ
american_scientific_journal-12136	155	8	manual	manual	ADJ
american_scientific_journal-12136	155	9	monitoring	monitoring	NOUN
american_scientific_journal-12136	155	10	,	,	PUNCT
american_scientific_journal-12136	155	11	it	it	PRON
american_scientific_journal-12136	155	12	offers	offer	VERB
american_scientific_journal-12136	155	13	a	a	DET
american_scientific_journal-12136	155	14	cost	cost	NOUN
american_scientific_journal-12136	155	15	-	-	PUNCT
american_scientific_journal-12136	155	16	effective	effective	ADJ
american_scientific_journal-12136	155	17	and	and	CCONJ
american_scientific_journal-12136	155	18	more	more	ADV
american_scientific_journal-12136	155	19	intelligent	intelligent	ADJ
american_scientific_journal-12136	155	20	way	way	NOUN
american_scientific_journal-12136	155	21	to	to	PART
american_scientific_journal-12136	155	22	protect	protect	VERB
american_scientific_journal-12136	155	23	crops	crop	NOUN
american_scientific_journal-12136	155	24	and	and	CCONJ
american_scientific_journal-12136	155	25	livestock	livestock	NOUN
american_scientific_journal-12136	155	26	.	.	PUNCT
american_scientific_journal-12136	156	1	the	the	DET
american_scientific_journal-12136	156	2	approach	approach	NOUN
american_scientific_journal-12136	156	3	can	can	AUX
american_scientific_journal-12136	156	4	help	help	VERB
american_scientific_journal-12136	156	5	farmers	farmer	NOUN
american_scientific_journal-12136	156	6	reduce	reduce	VERB
american_scientific_journal-12136	156	7	losses	loss	NOUN
american_scientific_journal-12136	156	8	and	and	CCONJ
american_scientific_journal-12136	156	9	save	save	VERB
american_scientific_journal-12136	156	10	time	time	NOUN
american_scientific_journal-12136	156	11	while	while	SCONJ
american_scientific_journal-12136	156	12	adapting	adapt	VERB
american_scientific_journal-12136	156	13	to	to	ADP
american_scientific_journal-12136	156	14	changing	change	VERB
american_scientific_journal-12136	156	15	threats	threat	NOUN
american_scientific_journal-12136	156	16	in	in	ADP
american_scientific_journal-12136	156	17	the	the	DET
american_scientific_journal-12136	156	18	environment	environment	NOUN
american_scientific_journal-12136	156	19	.	.	PUNCT
american_scientific_journal-12136	157	1	in	in	ADP
american_scientific_journal-12136	157	2	the	the	DET
american_scientific_journal-12136	157	3	future	future	NOUN
american_scientific_journal-12136	157	4	,	,	PUNCT
american_scientific_journal-12136	157	5	we	we	PRON
american_scientific_journal-12136	157	6	plan	plan	VERB
american_scientific_journal-12136	157	7	to	to	PART
american_scientific_journal-12136	157	8	explore	explore	VERB
american_scientific_journal-12136	157	9	more	more	ADV
american_scientific_journal-12136	157	10	advanced	advanced	ADJ
american_scientific_journal-12136	157	11	features	feature	NOUN
american_scientific_journal-12136	157	12	such	such	ADJ
american_scientific_journal-12136	157	13	as	as	ADP
american_scientific_journal-12136	157	14	using	use	VERB
american_scientific_journal-12136	157	15	a	a	DET
american_scientific_journal-12136	157	16	group	group	NOUN
american_scientific_journal-12136	157	17	of	of	ADP
american_scientific_journal-12136	157	18	drones	drone	NOUN
american_scientific_journal-12136	157	19	to	to	PART
american_scientific_journal-12136	157	20	guide	guide	VERB
american_scientific_journal-12136	157	21	animals	animal	NOUN
american_scientific_journal-12136	157	22	away	away	ADV
american_scientific_journal-12136	157	23	from	from	ADP
american_scientific_journal-12136	157	24	farmland	farmland	NOUN
american_scientific_journal-12136	157	25	.	.	PUNCT
american_scientific_journal-12136	158	1	we	we	PRON
american_scientific_journal-12136	158	2	also	also	ADV
american_scientific_journal-12136	158	3	aim	aim	VERB
american_scientific_journal-12136	158	4	to	to	PART
american_scientific_journal-12136	158	5	support	support	VERB
american_scientific_journal-12136	158	6	wider	wide	ADJ
american_scientific_journal-12136	158	7	coverage	coverage	NOUN
american_scientific_journal-12136	158	8	using	use	VERB
american_scientific_journal-12136	158	9	lorawan	lorawan	PROPN
american_scientific_journal-12136	158	10	for	for	ADP
american_scientific_journal-12136	158	11	low	low	ADJ
american_scientific_journal-12136	158	12	-	-	PUNCT
american_scientific_journal-12136	158	13	power	power	NOUN
american_scientific_journal-12136	158	14	remote	remote	ADJ
american_scientific_journal-12136	158	15	communication	communication	NOUN
american_scientific_journal-12136	158	16	and	and	CCONJ
american_scientific_journal-12136	158	17	to	to	PART
american_scientific_journal-12136	158	18	test	test	VERB
american_scientific_journal-12136	158	19	the	the	DET
american_scientific_journal-12136	158	20	use	use	NOUN
american_scientific_journal-12136	158	21	of	of	ADP
american_scientific_journal-12136	158	22	satellite	satellite	NOUN
american_scientific_journal-12136	158	23	images	image	NOUN
american_scientific_journal-12136	158	24	to	to	PART
american_scientific_journal-12136	158	25	monitor	monitor	VERB
american_scientific_journal-12136	158	26	large	large	ADJ
american_scientific_journal-12136	158	27	farms	farm	NOUN
american_scientific_journal-12136	158	28	from	from	ADP
american_scientific_journal-12136	158	29	above	above	ADV
american_scientific_journal-12136	158	30	.	.	PUNCT
american_scientific_journal-12136	159	1	these	these	DET
american_scientific_journal-12136	159	2	improvements	improvement	NOUN
american_scientific_journal-12136	159	3	will	will	AUX
american_scientific_journal-12136	159	4	help	help	VERB
american_scientific_journal-12136	159	5	create	create	VERB
american_scientific_journal-12136	159	6	a	a	DET
american_scientific_journal-12136	159	7	fully	fully	ADV
american_scientific_journal-12136	159	8	connected	connect	VERB
american_scientific_journal-12136	159	9	and	and	CCONJ
american_scientific_journal-12136	159	10	intelligent	intelligent	ADJ
american_scientific_journal-12136	159	11	farm	farm	NOUN
american_scientific_journal-12136	159	12	monitoring	monitoring	NOUN
american_scientific_journal-12136	159	13	system	system	NOUN
american_scientific_journal-12136	159	14	that	that	PRON
american_scientific_journal-12136	159	15	can	can	AUX
american_scientific_journal-12136	159	16	work	work	VERB
american_scientific_journal-12136	159	17	in	in	ADP
american_scientific_journal-12136	159	18	real	real	ADJ
american_scientific_journal-12136	159	19	-	-	PUNCT
american_scientific_journal-12136	159	20	world	world	NOUN
american_scientific_journal-12136	159	21	conditions	condition	NOUN
american_scientific_journal-12136	159	22	on	on	ADP
american_scientific_journal-12136	159	23	a	a	DET
american_scientific_journal-12136	159	24	larger	large	ADJ
american_scientific_journal-12136	159	25	scale	scale	NOUN
american_scientific_journal-12136	159	26	.	.	PUNCT
american_scientific_journal-12136	160	1	data	datum	NOUN
american_scientific_journal-12136	160	2	availability	availability	NOUN
american_scientific_journal-12136	160	3	:	:	PUNCT
american_scientific_journal-12136	160	4	the	the	DET
american_scientific_journal-12136	160	5	thermal	thermal	ADJ
american_scientific_journal-12136	160	6	image	image	NOUN
american_scientific_journal-12136	160	7	dataset	dataset	NOUN
american_scientific_journal-12136	160	8	used	use	VERB
american_scientific_journal-12136	160	9	in	in	ADP
american_scientific_journal-12136	160	10	this	this	DET
american_scientific_journal-12136	160	11	research	research	NOUN
american_scientific_journal-12136	160	12	is	be	AUX
american_scientific_journal-12136	160	13	publicly	publicly	ADV
american_scientific_journal-12136	160	14	available	available	ADJ
american_scientific_journal-12136	160	15	through	through	ADP
american_scientific_journal-12136	160	16	the	the	DET
american_scientific_journal-12136	160	17	flir	flir	NOUN
american_scientific_journal-12136	160	18	american	american	PROPN
american_scientific_journal-12136	160	19	academic	academic	PROPN
american_scientific_journal-12136	160	20	scientific	scientific	ADJ
american_scientific_journal-12136	160	21	research	research	NOUN
american_scientific_journal-12136	160	22	journal	journal	NOUN
american_scientific_journal-12136	160	23	for	for	ADP
american_scientific_journal-12136	160	24	engineering	engineering	NOUN
american_scientific_journal-12136	160	25	,	,	PUNCT
american_scientific_journal-12136	160	26	technology	technology	NOUN
american_scientific_journal-12136	160	27	,	,	PUNCT
american_scientific_journal-12136	160	28	and	and	CCONJ
american_scientific_journal-12136	160	29	sciences	science	NOUN
american_scientific_journal-12136	160	30	(	(	PUNCT
american_scientific_journal-12136	160	31	asrjets	asrjet	NOUN
american_scientific_journal-12136	160	32	)	)	PUNCT
american_scientific_journal-12136	160	33	volume	volume	NOUN
american_scientific_journal-12136	160	34	103	103	NUM
american_scientific_journal-12136	160	35	,	,	PUNCT
american_scientific_journal-12136	160	36	no	no	DET
american_scientific_journal-12136	160	37	1	1	NUM
american_scientific_journal-12136	160	38	,	,	PUNCT
american_scientific_journal-12136	160	39	pp	pp	ADV
american_scientific_journal-12136	160	40	392	392	NUM
american_scientific_journal-12136	160	41	-	-	SYM
american_scientific_journal-12136	160	42	402	402	NUM
american_scientific_journal-12136	160	43	401	401	NUM
american_scientific_journal-12136	160	44	adas	adas	PROPN
american_scientific_journal-12136	160	45	thermal	thermal	ADJ
american_scientific_journal-12136	160	46	dataset	dataset	NOUN
american_scientific_journal-12136	160	47	(	(	PUNCT
american_scientific_journal-12136	160	48	https://www.flir.com/oem/adas/adas-dataset-form/	https://www.flir.com/oem/adas/adas-dataset-form/	NOUN
american_scientific_journal-12136	160	49	)	)	PUNCT
american_scientific_journal-12136	160	50	.	.	PUNCT
american_scientific_journal-12136	161	1	the	the	DET
american_scientific_journal-12136	161	2	acoustic	acoustic	ADJ
american_scientific_journal-12136	161	3	recordings	recording	NOUN
american_scientific_journal-12136	161	4	are	be	AUX
american_scientific_journal-12136	161	5	from	from	ADP
american_scientific_journal-12136	161	6	publicly	publicly	ADV
american_scientific_journal-12136	161	7	available	available	ADJ
american_scientific_journal-12136	161	8	wildlife	wildlife	NOUN
american_scientific_journal-12136	161	9	sound	sound	NOUN
american_scientific_journal-12136	161	10	libraries	library	NOUN
american_scientific_journal-12136	161	11	such	such	ADJ
american_scientific_journal-12136	161	12	as	as	ADP
american_scientific_journal-12136	161	13	the	the	DET
american_scientific_journal-12136	161	14	macaulay	macaulay	NOUN
american_scientific_journal-12136	161	15	library	library	NOUN
american_scientific_journal-12136	161	16	(	(	PUNCT
american_scientific_journal-12136	161	17	https://www.macaulaylibrary.org/	https://www.macaulaylibrary.org/	X
american_scientific_journal-12136	161	18	)	)	PUNCT
american_scientific_journal-12136	161	19	and	and	CCONJ
american_scientific_journal-12136	161	20	xeno	xeno	PROPN
american_scientific_journal-12136	161	21	-	-	PUNCT
american_scientific_journal-12136	161	22	canto	canto	PROPN
american_scientific_journal-12136	161	23	(	(	PUNCT
american_scientific_journal-12136	161	24	https://www.xeno-canto.org/	https://www.xeno-canto.org/	ADJ
american_scientific_journal-12136	161	25	)	)	PUNCT
american_scientific_journal-12136	161	26	.	.	PUNCT
american_scientific_journal-12136	162	1	references	reference	NOUN
american_scientific_journal-12136	162	2	[	[	X
american_scientific_journal-12136	162	3	1	1	NUM
american_scientific_journal-12136	162	4	]	]	PUNCT
american_scientific_journal-12136	162	5	edge	edge	NOUN
american_scientific_journal-12136	162	6	ai	ai	VERB
american_scientific_journal-12136	162	7	for	for	ADP
american_scientific_journal-12136	162	8	agriculture	agriculture	NOUN
american_scientific_journal-12136	162	9	:	:	PUNCT
american_scientific_journal-12136	162	10	https://www.mdpi.com/2077-0472/12/6/892	https://www.mdpi.com/2077-0472/12/6/892	X
american_scientific_journal-12136	163	1	[	[	X
american_scientific_journal-12136	163	2	2	2	NUM
american_scientific_journal-12136	163	3	]	]	PUNCT
american_scientific_journal-12136	163	4	yolov8	yolov8	NOUN
american_scientific_journal-12136	163	5	-	-	PUNCT
american_scientific_journal-12136	163	6	lite	lite	PROPN
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american_scientific_journal-12136	163	8	jetson	jetson	PROPN
american_scientific_journal-12136	163	9	nano	nano	PROPN
american_scientific_journal-12136	163	10	:	:	PUNCT
american_scientific_journal-12136	163	11	https://github.com/ultralytics/ultralytics	https://github.com/ultralytics/ultralytic	NOUN
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american_scientific_journal-12136	164	2	3	3	NUM
american_scientific_journal-12136	164	3	]	]	PUNCT
american_scientific_journal-12136	164	4	kafka	kafka	PROPN
american_scientific_journal-12136	164	5	event	event	NOUN
american_scientific_journal-12136	164	6	streaming	streaming	NOUN
american_scientific_journal-12136	164	7	:	:	PUNCT
american_scientific_journal-12136	164	8	https://kafka.apache.org/documentation/	https://kafka.apache.org/documentation/	X
american_scientific_journal-12136	165	1	[	[	X
american_scientific_journal-12136	165	2	4	4	NUM
american_scientific_journal-12136	165	3	]	]	X
american_scientific_journal-12136	165	4	few	few	ADJ
american_scientific_journal-12136	165	5	-	-	PUNCT
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american_scientific_journal-12136	165	7	learning	learning	NOUN
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american_scientific_journal-12136	165	10	:	:	PUNCT
american_scientific_journal-12136	165	11	https://arxiv.org/abs/1904.04232	https://arxiv.org/abs/1904.04232	PROPN
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american_scientific_journal-12136	166	2	5	5	NUM
american_scientific_journal-12136	166	3	]	]	PUNCT
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american_scientific_journal-12136	166	6	kafka	kafka	PROPN
american_scientific_journal-12136	166	7	:	:	PUNCT
american_scientific_journal-12136	166	8	https://www.hivemq.com/blog/mqtt-vs-kafka-real-time-bidirectional-data-processing/	https://www.hivemq.com/blog/mqtt-vs-kafka-real-time-bidirectional-data-processing/	VERB
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american_scientific_journal-12136	166	10	6	6	NUM
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american_scientific_journal-12136	166	12	secure	secure	ADJ
american_scientific_journal-12136	166	13	ota	ota	PROPN
american_scientific_journal-12136	166	14	updates	update	NOUN
american_scientific_journal-12136	166	15	for	for	ADP
american_scientific_journal-12136	166	16	iot	iot	NOUN
american_scientific_journal-12136	166	17	:	:	PUNCT
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american_scientific_journal-12136	167	1	[	[	X
american_scientific_journal-12136	167	2	7	7	NUM
american_scientific_journal-12136	167	3	]	]	X
american_scientific_journal-12136	167	4	tinyml	tinyml	ADJ
american_scientific_journal-12136	167	5	for	for	ADP
american_scientific_journal-12136	167	6	smart	smart	ADJ
american_scientific_journal-12136	167	7	farms	farm	NOUN
american_scientific_journal-12136	167	8	:	:	PUNCT
american_scientific_journal-12136	167	9	https://www.sciencedirect.com/science/article/pii/s2772375524000959	https://www.sciencedirect.com/science/article/pii/s2772375524000959	NOUN
american_scientific_journal-12136	168	1	[	[	X
american_scientific_journal-12136	168	2	8	8	NUM
american_scientific_journal-12136	168	3	]	]	X
american_scientific_journal-12136	168	4	raspberry	raspberry	NOUN
american_scientific_journal-12136	168	5	pi	pi	PROPN
american_scientific_journal-12136	168	6	&	&	CCONJ
american_scientific_journal-12136	168	7	jetson	jetson	PROPN
american_scientific_journal-12136	168	8	benchmarks	benchmark	NOUN
american_scientific_journal-12136	168	9	:	:	PUNCT
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american_scientific_journal-12136	169	5	networks	network	NOUN
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american_scientific_journal-12136	169	8	-	-	PUNCT
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american_scientific_journal-12136	170	2	10	10	NUM
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american_scientific_journal-12136	170	5	edge	edge	NOUN
american_scientific_journal-12136	170	6	ai	ai	VERB
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american_scientific_journal-12136	170	8	yolov4	yolov4	NOUN
american_scientific_journal-12136	170	9	-	-	PUNCT
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american_scientific_journal-12136	170	12	https://arxiv.org/abs/1703.05175	https://arxiv.org/abs/1703.05175	ADJ
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american_scientific_journal-12136	170	15	scientific	scientific	ADJ
american_scientific_journal-12136	170	16	research	research	NOUN
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american_scientific_journal-12136	170	20	,	,	PUNCT
american_scientific_journal-12136	170	21	technology	technology	NOUN
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american_scientific_journal-12136	170	23	and	and	CCONJ
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american_scientific_journal-12136	170	31	no	no	DET
american_scientific_journal-12136	170	32	1	1	NUM
american_scientific_journal-12136	170	33	,	,	PUNCT
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american_scientific_journal-12136	170	35	392	392	NUM
american_scientific_journal-12136	170	36	-	-	SYM
american_scientific_journal-12136	170	37	402	402	NUM
american_scientific_journal-12136	170	38	402	402	NUM
american_scientific_journal-12136	170	39	https://arxiv.org/abs/2004.10934	https://arxiv.org/abs/2004.10934	NOUN
american_scientific_journal-12136	171	1	[	[	X
american_scientific_journal-12136	171	2	11]kakfa	11]kakfa	NUM
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american_scientific_journal-12136	172	1	[	[	X
american_scientific_journal-12136	172	2	12	12	NUM
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american_scientific_journal-12136	172	4	tinyml	tinyml	ADJ
american_scientific_journal-12136	172	5	for	for	ADP
american_scientific_journal-12136	172	6	environmental	environmental	ADJ
american_scientific_journal-12136	172	7	sensing	sensing	NOUN
american_scientific_journal-12136	172	8	https://github.com/tinymlx/courseware	https://github.com/tinymlx/courseware	NOUN
american_scientific_journal-12136	173	1	[	[	X
american_scientific_journal-12136	173	2	13	13	NUM
american_scientific_journal-12136	173	3	]	]	PUNCT
american_scientific_journal-12136	173	4	animal	animal	NOUN
american_scientific_journal-12136	173	5	detection	detection	NOUN
american_scientific_journal-12136	173	6	in	in	ADP
american_scientific_journal-12136	173	7	agriculture	agriculture	NOUN
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american_scientific_journal-12136	174	1	[	[	X
american_scientific_journal-12136	174	2	14	14	NUM
american_scientific_journal-12136	174	3	]	]	X
american_scientific_journal-12136	174	4	google	google	PROPN
american_scientific_journal-12136	174	5	cloud	cloud	PROPN
american_scientific_journal-12136	174	6	https://cloud.google.com/architecture/iot-core-reference-architecture	https://cloud.google.com/architecture/iot-core-reference-architecture	NOUN
american_scientific_journal-12136	174	7	https://arxiv.org/abs/2004.10934	https://arxiv.org/abs/2004.10934	NOUN
american_scientific_journal-12136	174	8	https://docs.confluent.io/kafka/introduction.html	https://docs.confluent.io/kafka/introduction.html	VERB
american_scientific_journal-12136	174	9	https://github.com/tinymlx/courseware	https://github.com/tinymlx/courseware	ADV