Muhammad Suzaki Zahran / Vehicle-Recognition Public

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

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Vehicle-Recognition

Audio

About this project

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Data (386 samples)

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motor_kanan.3ijmj49t

ID: 158480225

Label: motor

Sample length: 2s

bus_kanan.3ilj0s9d

ID: 158480147

Label: bus

Sample length: 5s

bus_kanan.3ilkimp1

ID: 158480139

Label: bus

Sample length: 5s

bus.3ilmimot

ID: 158480115

Label: bus

Sample length: 5s

truk_kanan.3if600cp

ID: 158480364

Label: truk

Sample length: 5s

truk_kiri.3ihoglnr

ID: 158480323

Label: truk

Sample length: 5s

motor_kiri.3ijontqn

ID: 158480193

Label: motor

Sample length: 2s

motor_kanan.3ijmg2c6

ID: 158480226

Label: motor

Sample length: 5s

Model accuracy (Unoptimized (float32))

Validation set

96.5%

Test set

90.9%

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

Latency

828 ms.

Peak RAM usage

33.6K

Flash usage

50.0K

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Dataset summary

Data collected

30m 38s

Sensor

audio @ 16KHz

Labels

background, bus, motor, truk

Project info

Project ID	160266
Project version	2
License	Apache 2.0
No. of views	2,564
No. of clones	11