Edge Impulse Experts / Soiled-Diaper Public

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Soiled-Diaper

About this project

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Data (158 samples)

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clean.475t65nl

ID: 450908014

Label: clean

Sample length: 30s

soiled.477al18i

ID: 450907953

Label: soiled

Sample length: 30s

clean.47783aal

ID: 450907987

Label: clean

Sample length: 30s

clean.4777ln3o

ID: 450907989

Label: clean

Sample length: 30s

soiled.477b0efn

ID: 450907944

Label: soiled

Sample length: 30s

soiled.4778gtnl

ID: 450907981

Label: soiled

Sample length: 30s

clean.477a48ej

ID: 450907962

Label: clean

Sample length: 30s

soiled.4778q6ns

ID: 450907975

Label: soiled

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

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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	29,295
No. of clones	6