Carlos / Anomaly Detection Public

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Anomaly Detection

Accelerometer

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Data (547 samples)

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0022

ID: 143086907

Label: anomaly

Sample length: 1s

0285

ID: 143087267

Label: normal

Sample length: 1s

0291

ID: 143086958

Label: normal

Sample length: 1s

0016

ID: 143086917

Label: anomaly

Sample length: 1s

0489

ID: 143087200

Label: normal

Sample length: 1s

0431

ID: 143087113

Label: normal

Sample length: 1s

0313

ID: 143087322

Label: normal

Sample length: 1s

0026

ID: 143086905

Label: anomaly

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	38,772
No. of clones	8