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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truk_kiri.3ihofha3

ID: 158480322

Label: truk

Sample length: 5s

truk_kanan.3iil8s16

ID: 158480273

Label: truk

Sample length: 5s

bus.3ilmqn4b

ID: 158480109

Label: bus

Sample length: 5s

truk_kanan.3if3lpel

ID: 158480383

Label: truk

Sample length: 5s

truk_kiri.3ihp45hh

ID: 158480307

Label: truk

Sample length: 5s

truk_kanan.3if68jpa

ID: 158480360

Label: truk

Sample length: 5s

motor_kanan.3iimglrf

ID: 158480271

Label: motor

Sample length: 4s

motor_kanan.3ijnr1hu

ID: 158480209

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

Run this model

On any device

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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	1,474
No. of clones	8