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Soiled-Diaper

About this project

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Data (158 samples)

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soiled.4778nftn

ID: 450907977

Label: soiled

Sample length: 30s

clean.475t0th5

ID: 450908015

Label: clean

Sample length: 30s

soiled.477am9i9

ID: 450907952

Label: soiled

Sample length: 30s

clean.47774pbo

ID: 450908001

Label: clean

Sample length: 30s

soiled.475ot5j2

ID: 450908049

Label: clean

Sample length: 30s

soiled.4778rdbs

ID: 450907974

Label: soiled

Sample length: 30s

soiled.477ava9f

ID: 450907945

Label: soiled

Sample length: 30s

clean.475p1l5c

ID: 450908047

Label: clean

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

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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	47,465
No. of clones	12