Machine Monitoring - Anomaly detection using GMM - Data acquisition - 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%

Dataset

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62

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Enabled & disabled samples

	ID	Sample name	Label	Added	Length	Device	Signature	Created	Sensors
	468082950	idle.3fpkvqj0.s1	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082942	idle.3fpkvqj0.s2	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082924	idle.3fpkvqj0.s4	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082900	idle.3fpkvqj0.s5	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082895	idle.3fpkvqj0.s6	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082887	idle.3fpkvqj0.s7	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082882	idle.3fpkvqj0.s8	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082861	idle.3fpkvqj0.s9	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082836	idle.3fpl491s.s2	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082832	idle.3fpl491s.s3	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082827	idle.3fpl491s.s4	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download
	468082822	idle.3fpl491s.s6	idle		10s	phone_l8acjr7r	HS256		accX, accY, accZ @ 62.5Hz	Download

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	Name
	Louis Moreau Edge Impulse staff