Jens / posture-checker Public

Target: Nordic nRF5340 DK (Cortex-M33 128MHz) 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.

posture-checker

MakeItMatter!

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 (25 samples)

View all

good.4g414h6t

ID: 711204895

Label: good

Sample length: 10s

bad.4g415ohd

ID: 711204893

Label: bad

Sample length: 10s

good.4g413v7a

ID: 711204896

Label: good

Sample length: 10s

good.4g40pt51

ID: 711204906

Label: good

Sample length: 10s

bad.4g41580i

ID: 711204894

Label: bad

Sample length: 10s

good.4g40tkc5

ID: 711204899

Label: good

Sample length: 10s

bad.4g40svu4

ID: 711204900

Label: bad

Sample length: 10s

good.4g411ngs

ID: 711204897

Label: good

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

95.0%

On-device performance (Nordic nRF5340 DK (Cortex-M33 128MHz), Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.4K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

4m 10s

Sensors

time, flex1, flex2, flex3, roll, pitch, yaw, accelX, accelY, accelZ, magX, magY, magZ @ 1Hz

Labels

bad, good

Project info

Project ID	276797
Project version	1
License	Apache 2.0
No. of views	3,402
No. of clones	2