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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background.3786au15.ingestion-7d8cc98bbc-xsv4d

ID: 158480068

Label: background

Sample length: 5s

truk_kanan.3iiljv9a

ID: 158480270

Label: truk

Sample length: 5s

motor_kiri.3ijontqn

ID: 158480193

Label: motor

Sample length: 2s

bus.3ilms5pg

ID: 158480108

Label: bus

Sample length: 5s

motor_kiri.3ilfq8df

ID: 158480177

Label: motor

Sample length: 5s

bus.3ilmimot

ID: 158480115

Label: bus

Sample length: 5s

truk_kiri.3ihor0ai

ID: 158480315

Label: truk

Sample length: 5s

background.3786o85e.ingestion-7d8cc98bbc-rss4b

ID: 158480063

Label: background

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	1,629
No. of clones	8