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.4pp7rbtm

ID: 894176702

Label: glass

Sample length: 5s

noise.4pp9bv8f

ID: 894176693

Label: noise

Sample length: 10s

glass.4pp7vdm2

ID: 894176699

Label: glass

Sample length: 30s

metal.4pp81ro3

ID: 894176697

Label: metal

Sample length: 30s

cardboard.4ppgrt98

ID: 894176679

Label: cardboard

Sample length: 10s

glass.4pp9gll7

ID: 894176689

Label: glass

Sample length: 10s

glass.4pp9ho38

ID: 894176688

Label: glass

Sample length: 10s

cardboard.4ppgtuan

ID: 894176675

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	6,447
No. of clones	2