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.3ilmogq3

ID: 158480110

Label: bus

Sample length: 5s

bus.3ilmv0lt

ID: 158480106

Label: bus

Sample length: 5s

motor_kiri.3iipratv

ID: 158480256

Label: motor

Sample length: 5s

motor_kiri.3ilgbsqd

ID: 158480165

Label: motor

Sample length: 5s

motor_kiri.3ijlnc3c

ID: 158480243

Label: motor

Sample length: 3s

bus.3ilmimot

ID: 158480115

Label: bus

Sample length: 5s

motor_kiri.3ijlp4au

ID: 158480242

Label: motor

Sample length: 5s

motor_kiri.3iimrl1k

ID: 158480263

Label: motor

Sample length: 4s

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	1,473
No. of clones	8