Edge Impulse Experts / Soiled-Diaper Public

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Soiled-Diaper

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Data (158 samples)

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soiled.475s3bk6

ID: 450908029

Label: soiled

Sample length: 30s

clean.4777fmlc

ID: 450907995

Label: clean

Sample length: 30s

soiled.47791qbo

ID: 450907969

Label: soiled

Sample length: 30s

soiled.47790l1e

ID: 450907970

Label: soiled

Sample length: 30s

clean.4777gruc

ID: 450907991

Label: clean

Sample length: 30s

soiled.477ava9f

ID: 450907945

Label: soiled

Sample length: 30s

clean.47783aal

ID: 450907987

Label: clean

Sample length: 30s

clean.475tglna

ID: 450908007

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	43,237
No. of clones	10