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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bus.3ilnabr6

ID: 158480101

Label: bus

Sample length: 5s

truk_kiri.3ihpd6j0

ID: 158480298

Label: truk

Sample length: 4s

motor_kiri.3iiq2hus

ID: 158480254

Label: motor

Sample length: 5s

motor_kanan.3ijo6bk1

ID: 158480206

Label: motor

Sample length: 5s

background.3785meoo.ingestion-7d8cc98bbc-rss4b

ID: 158480067

Label: background

Sample length: 1s

truk_kiri.3iho1msq

ID: 158480331

Label: truk

Sample length: 5s

bus.3ilmfrav.s1

ID: 158480116

Label: bus

Sample length: 1s

motor_kanan.3ijls943

ID: 158480238

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	1,486
No. of clones	8