HongChu-Su / CNC-Vibration Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

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CNC-Vibration

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Data (3,937 samples)

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case3.sample428

ID: 1781586150

Label: case3

Sample length: 20s

case3.sample789

ID: 1781590122

Label: case3

Sample length: 20s

case1.sample130

ID: 1781550647

Label: case1

Sample length: 20s

case3.sample77

ID: 1781589958

Label: case3

Sample length: 20s

case0.sample718

ID: 1781549600

Label: case0

Sample length: 20s

case2.sample26

ID: 1781566058

Label: case2

Sample length: 20s

case2.sample903

ID: 1781574616

Label: case2

Sample length: 20s

case0.sample306

ID: 1781530223

Label: case0

Sample length: 20s

Model accuracy (Unoptimized (float32))

Validation set

98.1%

Test set

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

2 ms.

Peak RAM usage

1.8K

Flash usage

20.2K

Run this model

On any device

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Dataset summary

Data collected

21h 52m 20s

Sensors

x, y, z @ 1000Hz

Labels

case0, case1, case2, case3

Project info

Project ID	664951
License	3-Clause BSD
No. of views	3,511
No. of clones	0