Zalmotek / Thingy:91 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:91 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 (34 samples)

View all

Extruding.312ndkn7

ID: 106662117

Label: Extruding

Sample length: 10s

Idling.312n0vrf

ID: 106662127

Label: Idling

Sample length: 10s

Extruding.312nb29t

ID: 106662123

Label: Extruding

Sample length: 10s

Extruding.312nbkh5

ID: 106662120

Label: Extruding

Sample length: 10s

Extruding.312nh437

ID: 106662113

Label: Extruding

Sample length: 10s

Idling.312n4amg

ID: 106662126

Label: Idling

Sample length: 10s

Extruding.312nafqe

ID: 106662121

Label: Extruding

Sample length: 10s

Idling.312mt9te

ID: 106662132

Label: Idling

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

70.5%

Test set

55.4%

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

Latency

8 ms.

Peak RAM usage

5.1K

Flash usage

21.5K

Run this model

On any device

Clone project

Dataset summary

Data collected

5m 40s

Sensors

accX, accY, accZ @ 100Hz

Labels

Extruding, Idling

Project info

Project ID	96183
Project version	1
License	No license attached
No. of views	20,376
No. of clones	21