Edge Impulse Experts / Blues_test Public

Target: ST IoT Discovery Kit (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.

Blues_test

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 (88 samples)

View all

idle.3naqaf07

ID: 175018868

Label: idle

Sample length: 5s

idle.3n34hkr1

ID: 175018899

Label: Riding

Sample length: 5s

crash.3n9p9tlf

ID: 175018888

Label: crash

Sample length: 5s

idle.3n34ft3u

ID: 175018902

Label: Riding

Sample length: 5s

idle.3n3475b9

ID: 175018913

Label: Riding

Sample length: 5s

idle.3n24drhl

ID: 175018934

Label: idle

Sample length: 5s

idle.3naqsmso

ID: 175018864

Label: idle

Sample length: 5s

crash.3napbgir

ID: 175018878

Label: crash

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

99.6%

Test set

88.3%

On-device performance (ST IoT Discovery Kit (Cortex-M4F 80MHz), Quantized (int8))

Latency

5 ms.

Peak RAM usage

4.8K

Flash usage

16.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

7m 20s

Sensors

accX, accY, accZ @ 100Hz

Labels

crash, idle, Riding

Project info

Project ID	171803
Project version	1
License	Apache 2.0
No. of views	5,876
No. of clones	3