Dmitry / wio_anomaly_detection Public

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wio_anomaly_detection

Accelerometer

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Data (20 samples)

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idle.257d1ufl

ID: 30363026

Label: idle

Sample length: 20s

normal.26gm3pu4

ID: 30363022

Label: normal

Sample length: 20s

normal.26gm1l1d

ID: 30363024

Label: normal

Sample length: 20s

normal.26gn50gr

ID: 30363021

Label: normal

Sample length: 20s

normal.26gm4rnn

ID: 30363019

Label: normal

Sample length: 20s

idle.257cukfu

ID: 30363030

Label: idle

Sample length: 20s

idle.257cvo9n

ID: 30363033

Label: idle

Sample length: 20s

normal.26glv0b5

ID: 30363027

Label: normal

Sample length: 20s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

4.3K

Flash usage

17.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

5m 30s

Sensors

accX, accY, accZ @ 100Hz

Labels

idle, normal

Project info

Project ID	31205
Project version	1
License	No license attached
No. of views	13,996
No. of clones	46