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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glass.4pp7vdm2

ID: 894176699

Label: glass

Sample length: 30s

glass.4pp7r4ce

ID: 894176703

Label: glass

Sample length: 5s

glass.4pp80eqv

ID: 894176698

Label: glass

Sample length: 30s

metal.4pp9mbjm

ID: 894176687

Label: metal

Sample length: 10s

unknown.4ps63qdu

ID: 894183911

Label: unknown

Sample length: 1s

noise.4pp9bv8f

ID: 894176693

Label: noise

Sample length: 10s

cardboard.4ppgq6ne

ID: 894176682

Label: cardboard

Sample length: 10s

metal.4pp9nmkb

ID: 894176684

Label: metal

Sample length: 10s

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	4,394
No. of clones	2