Cumhur Erkut / Mubarik-project-1 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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Mubarik-project-1

Audio

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Data (49 samples)

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cardboard.4ppgrt98

ID: 894176679

Label: cardboard

Sample length: 10s

cer_MPB14.4pu7phcd

ID: 899231162

Label: cer_MPB14

Sample length: 5s

cardboard.4ppgua79

ID: 894176674

Label: cardboard

Sample length: 10s

metal.4pp8cpfe

ID: 894176696

Label: metal

Sample length: 30s

metal.4pp9nmkb

ID: 894176684

Label: metal

Sample length: 10s

metal.4pp9movd

ID: 894176686

Label: metal

Sample length: 10s

glass.4pp7qsbt

ID: 894176704

Label: glass

Sample length: 5s

unknown.4ps63qdu

ID: 894183911

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

95.9%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

1204 ms.

Peak RAM usage

38.2K

Flash usage

36.5K

Run this model

On any device

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Dataset summary

Data collected

11m 41s

Sensor

audio @ 16KHz

Labels

cardboard, cer_MPB14, glass, metal, noise, unknown

Project info

Project ID	371147
License	Apache 2.0
No. of views	4,720
No. of clones	2