Zalmotek / Predictive Maintenance with CommonSense Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Predictive Maintenance with CommonSense

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (37 samples)

View all

Normal.3dpdf9f1

ID: 136509053

Label: Normal

Sample length: 10s

Normal.3dpdm80o

ID: 136509047

Label: Normal

Sample length: 10s

Ink_Leakage.3dpfjgqu

ID: 136509031

Label: Ink_Leakage

Sample length: 10s

Normal.3dpgjhut

ID: 136509032

Label: Normal

Sample length: 10s

Normal.3dpdkh04

ID: 136509050

Label: Normal

Sample length: 10s

Normal.3dpdiu3g

ID: 136509052

Label: Normal

Sample length: 10s

Ink_Leakage.3dpduh7d

ID: 136509039

Label: Ink_Leakage

Sample length: 10s

Ink_Leakage.3dpgf24k

ID: 136509033

Label: Ink_Leakage

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

Clone project

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	6,143
No. of clones	2