Johan Sebastian Macias / Monitoring 3D Printer States 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.

Monitoring 3D Printer States

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 (35 samples)

View all

Printing.3mo9bsfv

ID: 175658027

Label: Printing

Sample length: 10s

Off.3mo5vlc5

ID: 175658049

Label: Off

Sample length: 10s

Standby.3mo6ertr

ID: 175658040

Label: Standby

Sample length: 10s

Printing.3mo6jck0

ID: 175658036

Label: Printing

Sample length: 10s

Printing.3mo9g1b8

ID: 175658022

Label: Printing

Sample length: 10s

Printing.3mo9duom

ID: 175658024

Label: Printing

Sample length: 10s

Printing.3mo9cf3i

ID: 175658026

Label: Printing

Sample length: 10s

Standby.3mo6ebg7

ID: 175658041

Label: Standby

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

94.2%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

12 ms.

Peak RAM usage

1.9K

Flash usage

16.8K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

5m 50s

Sensors

accX, accY, accZ @ 50Hz

Labels

Off, Printing, Standby

Project info

Project ID	177043
Project version	1
License	Apache 2.0
No. of views	3,987
No. of clones	0