Carlos / Anomaly Detection Public

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Anomaly Detection

Accelerometer

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Data (547 samples)

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0109

ID: 143086997

Label: normal

Sample length: 1s

0227

ID: 143087039

Label: normal

Sample length: 1s

0453

ID: 143087005

Label: normal

Sample length: 1s

0263

ID: 143087232

Label: normal

Sample length: 1s

0029

ID: 143087175

Label: normal

Sample length: 1s

0039

ID: 143087303

Label: normal

Sample length: 1s

0043

ID: 143087014

Label: normal

Sample length: 1s

0423

ID: 143087071

Label: normal

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.9%

Test set

100.0%

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

Latency

1 ms.

Peak RAM usage

4.7K

Flash usage

29.4K

Run this model

On any device

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Dataset summary

Data collected

9m 7s

Sensors

accX, accY, accZ @ 200Hz

Labels

anomaly, normal

Project info

Project ID	145382
Project version	2
License	Apache 2.0
No. of views	29,361
No. of clones	8