Zalmotek / Thingy:53 - Predictive Maintenance 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.

Thingy:53 - Predictive Maintenance

Accelerometer

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 (24 samples)

View all

Unbalance_In_Rotating_Parts.3c3hfoti

ID: 133326748

Label: Unbalance_In_Rotating_Parts

Sample length: 10s

Normal_Operation.3c3h1bl8

ID: 133326757

Label: Normal_Operation

Sample length: 10s

Unbalance_In_Rotating_Parts.3c3hj65t

ID: 133326742

Label: Unbalance_In_Rotating_Parts

Sample length: 10s

Unbalance_in_rotating_parts.3c3gos7o

ID: 133326759

Label: Normal_Operation

Sample length: 10s

Normal_Operation.3c3h921n

ID: 133326753

Label: Normal_Operation

Sample length: 10s

Normal_Operation.3c3h0pii

ID: 133326758

Label: Normal_Operation

Sample length: 10s

Normal_Operation.3c3h9kru

ID: 133326754

Label: Normal_Operation

Sample length: 10s

Unbalance_In_Rotating_Parts.3c3hhfj3

ID: 133326747

Label: Unbalance_In_Rotating_Parts

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

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

Latency

21 ms.

Peak RAM usage

3.0K

Flash usage

14.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

4m 0s

Sensors

accX, accY, accZ @ 100Hz

Labels

Normal_Operation, Unbalance_In_Rotating_Parts

Project info

Project ID	135470
Project version	1
License	No license attached
No. of views	16,328
No. of clones	22