Zalmotek / Predictive Maintenance(Vibration) with CommonSense Public

Target: Cortex-M4F 80MHz Clone this project

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Predictive Maintenance(Vibration) with CommonSense

About this project

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Data (19 samples)

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Normal.3dpl1kef

ID: 136509087

Label: Normal

Sample length: 10s

Normal.3dpl2i2o

ID: 136509083

Label: Normal

Sample length: 10s

Normal.3dpkujed

ID: 136509093

Label: Normal

Sample length: 10s

Normal.3dpl3q9h

ID: 136509082

Label: Normal

Sample length: 10s

Normal.3dpl0aui

ID: 136509089

Label: Normal

Sample length: 10s

Normal.3dpkttdn

ID: 136509092

Label: Normal

Sample length: 10s

Normal.3dpkt08k

ID: 136509095

Label: Normal

Sample length: 10s

Normal.3dpktfnr

ID: 136509094

Label: Normal

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

Test set

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

Latency

2 ms.

Peak RAM usage

0.8K

Flash usage

Run this model

On any device

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Dataset summary

Data collected

3m 10s

Sensors

X, Y, Z @ 13Hz

Labels

Normal

Project info

Project ID	140871
Project version	1
License	No license attached
No. of views	8,133
No. of clones	17