Salman Faris / worker safety wearable - Ported for xG24 Public

Target: SiLabs EFR32MG24 (Cortex-M33 78MHz) 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.

worker safety wearable - Ported for xG24

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 (16 samples)

View all

Walking.3fubqovu

ID: 301540004

Label: Walking

Sample length: 1m 0s

Correct posture - squat.3fuarhve

ID: 301540012

Label: Correct posture - squat

Sample length: 1m 0s

InCorrect posture - Bent Down.3fub9bfa

ID: 301540011

Label: InCorrect posture - Bent Down

Sample length: 1m 0s

Good Sitting posture.3fubv57d

ID: 301540007

Label: Correct Sitting posture

Sample length: 1m 0s

Improper Sitting posture.3fuc7632

ID: 301540006

Label: Improper Sitting posture

Sample length: 1m 0s

Walking.3fubo48t

ID: 301540005

Label: Walking

Sample length: 1m 0s

Correct posture - squat.3fuaoo2a

ID: 301540013

Label: Correct posture - squat

Sample length: 1m 0s

Walking.42hqhv2l

ID: 301540003

Label: Walking

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

90.3%

On-device performance (SiLabs EFR32MG24 (Cortex-M33 78MHz), Quantized (int8))

Latency

3 ms.

Peak RAM usage

3.3K

Flash usage

78.4K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

11m 0s

Sensors

accX, accY, accZ, gyrX, gyrY, gyrZ @ 100Hz

Labels

Correct posture - squat, Correct Sitting posture, Improper Sitting posture, InCorrect posture - Bent Down, Walking

Project info

Project ID	188507
Project version	1
License	Apache 2.0
No. of views	9,026
No. of clones	3