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Soiled-Diaper

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Data (158 samples)

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soiled.475rp9l8

ID: 450908032

Label: soiled

Sample length: 30s

soiled.4778keb3

ID: 450907978

Label: soiled

Sample length: 30s

clean.475p5dd9

ID: 450908045

Label: clean

Sample length: 30s

soiled.475tqfb9

ID: 450908002

Label: soiled

Sample length: 30s

soiled.475tkuj1

ID: 450908006

Label: soiled

Sample length: 30s

soiled.477ar70o

ID: 450907949

Label: soiled

Sample length: 30s

soiled.475shj79

ID: 450908020

Label: soiled

Sample length: 30s

clean.475p7q67

ID: 450908043

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

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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	30,665
No. of clones	6