Johan Sebastian Macias / Monitoring 3D Printer States Public

Target: Cortex-M4F 80MHz Clone this project

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Monitoring 3D Printer States

Accelerometer

About this project

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Data (35 samples)

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Printing.3mo9cf3i

ID: 175658026

Label: Printing

Sample length: 10s

Off.3mo5ugbp

ID: 175658052

Label: Off

Sample length: 10s

Printing.3mo6jck0

ID: 175658036

Label: Printing

Sample length: 10s

Printing.3mo9bb6q

ID: 175658028

Label: Printing

Sample length: 10s

Printing.3mo6k0c1

ID: 175658035

Label: Printing

Sample length: 10s

Off.3mo5vlc5

ID: 175658049

Label: Off

Sample length: 10s

Printing.3mo9da3e

ID: 175658025

Label: Printing

Sample length: 10s

Standby.3mo68fdj

ID: 175658047

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

On any device

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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	3,168
No. of clones	0