MJRoBot (Marcelo Rovai) / Pico_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.

Pico_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 (28 samples)

View all

left_right.json.2041lmm6

ID: 12107599

Label: left_right

Sample length: 10s

left_right.json.2041mtvr

ID: 12107594

Label: left_right

Sample length: 10s

left_right.json.2041ndj3

ID: 12107598

Label: left_right

Sample length: 10s

left_right.json.2041m9si

ID: 12107602

Label: left_right

Sample length: 10s

left_right.json.2041oj0a

ID: 12107595

Label: left_right

Sample length: 10s

resting.json.20420d9g

ID: 12107586

Label: resting

Sample length: 10s

up_down.json.2041hcm9

ID: 12107604

Label: up_down

Sample length: 10s

left_right.json.2041nv9e

ID: 12107596

Label: left_right

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

98.9%

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

Latency

5 ms.

Peak RAM usage

3.4K

Flash usage

17.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

4m 30s

Sensors

accX, accY, accZ @ 21Hz

Labels

circle, left_right, resting, up_down

Project info

Project ID	20571
Project version	1
License	No license attached
No. of views	13,467
No. of clones	39