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.4779vred

ID: 450907966

Label: clean

Sample length: 30s

clean.475tfhe5

ID: 450908008

Label: clean

Sample length: 30s

clean.4777ln3o

ID: 450907989

Label: clean

Sample length: 30s

clean.475p1l5c

ID: 450908047

Label: clean

Sample length: 30s

soiled.475smjqm

ID: 450908019

Label: soiled

Sample length: 30s

soiled.475s4g7i

ID: 450908028

Label: soiled

Sample length: 30s

clean.475tcqdk

ID: 450908010

Label: clean

Sample length: 30s

soiled.4778j5i2

ID: 450907979

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	40,576
No. of clones	8