Pietro Poluzzi / motion-detection-arduino-rp-2040 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-arduino-rp-2040

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 (68 samples)

View all

idle.3e4snl7a

ID: 138137419

Label: idle

Sample length: 10s

idle.3e4svkgm

ID: 138137413

Label: idle

Sample length: 10s

idle.3e4sv5le

ID: 138137415

Label: idle

Sample length: 10s

up-down.3e8j4nva

ID: 138137378

Label: up-down

Sample length: 10s

left-right.3e8hr5p6

ID: 138137398

Label: left-right

Sample length: 10s

left-right.3e8hnpef

ID: 138137402

Label: left-right

Sample length: 10s

left-right.3e8hm12u

ID: 138137404

Label: left-right

Sample length: 10s

up-down.3e8jbg68

ID: 138137379

Label: up-down

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

99.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

12 ms.

Peak RAM usage

2.2K

Flash usage

47.6K

Run this model

On any device

Clone project

Dataset summary

Data collected

11m 9s

Sensors

x, y, z @ 100Hz

Labels

forward-backward, idle, left-right, up-down

Project info

Project ID	142159
Project version	1
License	Apache 2.0
No. of views	10,439
No. of clones	2