MJRoBot (Marcelo Rovai) / XIAOML Kit Motion Class - AD Public

Target: XIAOML Kit 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.

XIAOML Kit Motion Class - AD

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 (42 samples)

View all

idle.60r3u28m

ID: 2136486215

Label: idle

Sample length: 10s

lift.60r3hbrj

ID: 2136486020

Label: lift

Sample length: 10s

idle.60r41q3h

ID: 2136486257

Label: idle

Sample length: 10s

maritime.60r3mnsf

ID: 2136486055

Label: maritime

Sample length: 10s

terrestrial.60r3ar80

ID: 2136485741

Label: terrestrial

Sample length: 10s

terrestrial.60r39ir7

ID: 2136485728

Label: terrestrial

Sample length: 10s

terrestrial.60r38e3p

ID: 2136485717

Label: terrestrial

Sample length: 10s

lift.60r3gckp

ID: 2136486015

Label: lift

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.4%

On-device performance (XIAOML Kit, Quantized (int8))

Latency

5 ms.

Peak RAM usage

1.7K

Flash usage

16.6K

Run this model

On any device

Clone project

Dataset summary

Data collected

7m 0s

Sensors

accX, accY, accZ @ 50Hz

Labels

idle, lift, maritime, terrestrial

Project info

Project ID	750061
License	3-Clause BSD
No. of views	3,957
No. of clones	2