Zalmotek / Predictive Maintenance with CommonSense Public

Target: Cortex-M4F 80MHz Clone this project

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Predictive Maintenance with CommonSense

About this project

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Data (37 samples)

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Normal.3dpdhg9a

ID: 136509051

Label: Normal

Sample length: 10s

Normal.3dpdougs

ID: 136509043

Label: Normal

Sample length: 10s

Ink_Leakage.3dpdvrat

ID: 136509037

Label: Ink_Leakage

Sample length: 10s

Normal.3dpdf9f1

ID: 136509053

Label: Normal

Sample length: 10s

Ink_Leakage.3dpg40b1

ID: 136509035

Label: Ink_Leakage

Sample length: 10s

Normal.3dpde25c

ID: 136509055

Label: Normal

Sample length: 10s

Normal.3dpdiu3g

ID: 136509052

Label: Normal

Sample length: 10s

Normal.3dpdk41q

ID: 136509054

Label: Normal

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

95.2%

Test set

75.0%

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

Latency

3 ms.

Peak RAM usage

1.7K

Flash usage

13.0K

Run this model

On any device

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Dataset summary

Data collected

6m 10s

Sensor

VoC_Level @ 25Hz

Labels

Ink_Leakage, Normal

Project info

Project ID	139770
Project version	1
License	No license attached
No. of views	12,751
No. of clones	2