Edge Impulse Experts / ei-brickml-demo-3d-printing Public

Target: Renesas RA6M5 (Cortex-M33 200MHz) Clone this project

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ei-brickml-demo-3d-printing

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Data (27 samples)

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printing.4ab1m3ps

ID: 479737528

Label: printing

Sample length: 5m 49s

idle.4ab5lm70.s1

ID: 479892235

Label: idle

Sample length: 1m 11s

printing.4ab31kff

ID: 479740983

Label: printing

Sample length: 5m 49s

off.4abt9dpl.s4

ID: 479892243

Label: off

Sample length: 1m 6s

idle.4ab66rsk.s3

ID: 479892232

Label: idle

Sample length: 1m 12s

idle.4ab66rsk.s1

ID: 479892230

Label: idle

Sample length: 1m 8s

off.4abt9dpl.s5

ID: 479892244

Label: off

Sample length: 1m 6s

printing.4ab26770

ID: 479738956

Label: printing

Sample length: 5m 49s

Model accuracy (Unoptimized (float32))

Validation set

99.8%

Test set

99.2%

On-device performance (Renesas RA6M5 (Cortex-M33 200MHz), Quantized (int8))

Latency

49 ms.

Peak RAM usage

10.3K

Flash usage

55.3K

Run this model

On any device

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Dataset summary

Data collected

57m 43s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ @ 100Hz

Labels

idle, off, printing

Project info

Project ID	283049
License	Apache 2.0
No. of views	26,705
No. of clones	2