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.415pahh7.s1

ID: 287299407

Label: Off

Sample length: 1s

Off.415pf7v2.s7

ID: 287299421

Label: Off

Sample length: 1s

High.415pn331.s9

ID: 287299498

Label: High

Sample length: 1s

Off.415pahh7.s3

ID: 287299405

Label: Off

Sample length: 1s

Medium.415pjq6l.s1

ID: 287299467

Label: Medium

Sample length: 1s

Low.415phqfb.s5

ID: 287299443

Label: Low

Sample length: 1s

Low.415pgptb.s2

ID: 287299436

Label: Low

Sample length: 1s

Low.415phqfb.s3

ID: 287299445

Label: Low

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	5,476
No. of clones	11