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_kiri.3ijomp59

ID: 158480194

Label: motor

Sample length: 5s

motor_kanan.3ilgksog

ID: 158480160

Label: motor

Sample length: 5s

truk_kiri.3ihpobc5

ID: 158480291

Label: truk

Sample length: 5s

truk_kanan.3if5rrrn

ID: 158480367

Label: truk

Sample length: 5s

motor_kanan.3ijnkr17

ID: 158480213

Label: motor

Sample length: 5s

motor_kiri.3iiq4s9l

ID: 158480253

Label: motor

Sample length: 5s

motor_kiri.3ilft0bp

ID: 158480174

Label: motor

Sample length: 5s

motor_kiri.3iimtv80

ID: 158480262

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	2,565
No. of clones	11