Machine Monitoring - Anomaly detection using GMM - Data acquisition - Testing - Edge Impulse

Edge Impulse Inc. / Machine Monitoring - Anomaly detection using GMM Public

Target: Cortex-M4F 80MHz Clone this project

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Data collected

23m 0s

Train / test split

58% / 42%

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	ID	Sample name	Label	Added	Length	Device	Signature	Created	Sensors
	468083714	idle.3fpkvqj0.s3	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083705	idle.3fpkvqj0.s10	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083693	idle.3fpl491s.s1	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083667	idle.3fpl491s.s5	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083666	idle.3fpl491s.s11	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083648	idle.3fplaodf.s3	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083638	idle.3fplaodf.s9	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083627	nominal.3fpm4543.s1	anomaly		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083600	nominal.3fpm4543.s2	anomaly		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083598	nominal.3fpm4543.s3	anomaly		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083581	nominal.3fpm4543.s4	anomaly		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468083576	nominal.3fpm4543.s5	anomaly		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download

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	Name
	Louis Moreau Edge Impulse staff