HongChu-Su / CNC-Vibration Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) 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.

CNC-Vibration

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 (3,937 samples)

View all

case3.sample82

ID: 1781590401

Label: case3

Sample length: 20s

case1.sample78

ID: 1781564121

Label: case1

Sample length: 20s

case2.sample472

ID: 1781567723

Label: case2

Sample length: 20s

case2.sample171

ID: 1781565356

Label: case2

Sample length: 20s

case2.sample201

ID: 1781565906

Label: case2

Sample length: 20s

case3.sample792

ID: 1781590152

Label: case3

Sample length: 20s

case3.sample268

ID: 1781583511

Label: case3

Sample length: 20s

case1.sample782

ID: 1781564113

Label: case1

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

Clone project

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	3,501
No. of clones	0