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

soiled.4778dglp

ID: 450907984

Label: soiled

Sample length: 30s

clean.475t0th5

ID: 450908015

Label: clean

Sample length: 30s

soiled.4778gtnl

ID: 450907981

Label: soiled

Sample length: 30s

soiled.475sdksc

ID: 450908023

Label: soiled

Sample length: 30s

soiled.4778omag

ID: 450907976

Label: soiled

Sample length: 30s

soiled.475tn5tj

ID: 450908004

Label: soiled

Sample length: 30s

clean.47789b90

ID: 450907985

Label: clean

Sample length: 30s

clean.475p42vn

ID: 450908046

Label: clean

Sample length: 30s

Model accuracy (Unoptimized (float32))

Validation set

97.7%

Test set

94.4%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.3K

Flash usage

14.2K

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	31,984
No. of clones	7