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_kanan.3if2tbiu

ID: 158480390

Label: truk

Sample length: 5s

truk_kiri.3ihp6fdl

ID: 158480304

Label: truk

Sample length: 4s

truk_kiri.3iho5uoq

ID: 158480329

Label: truk

Sample length: 4s

motor_kanan.3ijo7e9b

ID: 158480205

Label: motor

Sample length: 5s

bus.3iln09db

ID: 158480105

Label: bus

Sample length: 5s

bus_kiri.3ilka8on

ID: 158480145

Label: bus

Sample length: 3s

background.37q44n39.ingestion-78857dfbd6-527rl

ID: 158480076

Label: background

Sample length: 5s

truk_kiri.3ihp1bub

ID: 158480308

Label: truk

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	1,954
No. of clones	9