Massimo Pavan / Fan-AD Public

Target: Cortex-M4F 80MHz Clone this project

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Fan-AD

Accelerometer

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Data (197 samples)

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Off.415pdh7u.s3

ID: 287299414

Label: Off

Sample length: 1s

Medium.415pl6dn.s6

ID: 287299482

Label: Medium

Sample length: 1s

Off.415pf7v2.s4

ID: 287299424

Label: Off

Sample length: 1s

Low.415pgptb.s1

ID: 287299437

Label: Low

Sample length: 1s

Low.415pif8b.s2

ID: 287299455

Label: Low

Sample length: 1s

Off.415pdh7u.s7

ID: 287299411

Label: Off

Sample length: 1s

Low.415pgptb.s9

ID: 287299429

Label: Low

Sample length: 1s

Medium.415pjq6l.s6

ID: 287299462

Label: Medium

Sample length: 1s

Model accuracy, Time series data, Spectral Analysis, Classification, Anomaly Detection (K-means) (Unoptimized (float32))

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Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

6 ms.

Peak RAM usage

3.2K

Flash usage

14.0K

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Dataset summary

Data collected

4m 20s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ, magX, magY, magZ @ 100Hz

Labels

High, Low, Medium, Off

Project info

Project ID	231558
Project version	1
License	Apache 2.0
No. of views	5,179
No. of clones	11