Tord / wirelesswizardwand Public

Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) 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.

wirelesswizardwand

Motion Recognition Nordic Nordic nRF Nordic Semiconductor

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 (205 samples)

View all

calm_wiper.486sjjkq

ID: 444403521

Label: calm_wiper

Sample length: 5s

fast_circle.486r8iq6

ID: 444404039

Label: fast_circle

Sample length: 5s

fast_wiper.486rgi90

ID: 444403910

Label: fast_wiper

Sample length: 5s

idle.485oiegi

ID: 444404190

Label: idle

Sample length: 5s

fast_wiper.486re3im

ID: 444403958

Label: fast_wiper

Sample length: 5s

idle.485ogeg2

ID: 444404219

Label: idle

Sample length: 5s

fast_wiper.486rhl4o

ID: 444403896

Label: fast_wiper

Sample length: 5s

fast_circle.486rcmcs

ID: 444403968

Label: fast_circle

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

99.9%

Test set

95.3%

On-device performance (Nordic nRF52840 DK (Cortex-M4F 64MHz), Quantized (int8))

Latency

19 ms.

Peak RAM usage

1.9K

Flash usage

14.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

18m 34s

Sensors

x, y, z @ 99Hz

Labels

calm_circle, calm_wiper, fast_circle, fast_wiper, idle

Project info

Project ID	181284
Project version	1
License	Apache 2.0
No. of views	33,498
No. of clones	4