Edge Impulse Experts / Soiled-Diaper 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.

Soiled-Diaper

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 (158 samples)

View all

clean.4777c3i7

ID: 450907997

Label: clean

Sample length: 30s

soiled.475sr09l

ID: 450908016

Label: soiled

Sample length: 30s

clean.475tfhe5

ID: 450908008

Label: clean

Sample length: 30s

clean.4779ukrh

ID: 450907967

Label: clean

Sample length: 30s

soiled.475tm2fs

ID: 450908005

Label: soiled

Sample length: 30s

clean.477a48ej

ID: 450907962

Label: clean

Sample length: 30s

clean.477a5cch

ID: 450907961

Label: clean

Sample length: 30s

soiled.4778omag

ID: 450907976

Label: soiled

Sample length: 30s

Model accuracy (Unoptimized (float32))

Validation set

97.7%

Test set

94.4%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

11.5K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

1h 4m 5s

Sensors

hum, gas, iaq @ 10Hz

Labels

clean, soiled

Project info

Project ID	261411
Project version	1
License	Apache 2.0
No. of views	47,587
No. of clones	12