kshitij / motion-detection Public

Target: Cortex-M4F 80MHz 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.

motion-detection

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 (103 samples)

View all

idle.26u2gimd

ID: 43408799

Label: idle

Sample length: 10s

up-down.26u1elnc

ID: 43408841

Label: up-down

Sample length: 10s

idle.26u27hb8

ID: 43408812

Label: idle

Sample length: 10s

left-right.26u0aood

ID: 43408875

Label: left-right

Sample length: 10s

circle.26u1uf2t

ID: 43408824

Label: circle

Sample length: 10s

left-right.26u0btkl

ID: 43408874

Label: left-right

Sample length: 10s

up-down.26u157ne

ID: 43408851

Label: up-down

Sample length: 10s

left-right.26u0ridm

ID: 43408857

Label: left-right

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

6 ms.

Peak RAM usage

4.7K

Flash usage

17.8K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

17m 10s

Sensors

accX, accY, accZ @ 62.5Hz

Labels

circle, idle, left-right, up-down

Project info

Project ID	33897
Project version	1
License	No license attached
No. of views	29,952
No. of clones	171