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

About this project

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Data (49 samples)

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cardboard.4ppgt5at

ID: 894176677

Label: cardboard

Sample length: 10s

glass.4pp7u243

ID: 894176700

Label: glass

Sample length: 25s

glass.4pp9ft9q

ID: 894176690

Label: glass

Sample length: 10s

cardboard.4ppgq6ne

ID: 894176682

Label: cardboard

Sample length: 10s

cardboard.4ppgua79

ID: 894176674

Label: cardboard

Sample length: 10s

cardboard.4ppgti1v

ID: 894176676

Label: cardboard

Sample length: 10s

glass.4pp7r4ce

ID: 894176703

Label: glass

Sample length: 5s

cardboard.4ppgqn3i

ID: 894176681

Label: cardboard

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

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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	6,730
No. of clones	2