Muhammad Suzaki Zahran / Vehicle-Recognition Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Vehicle-Recognition

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (386 samples)

View all

bus.3ilmv0lt

ID: 158480106

Label: bus

Sample length: 5s

truk_kanan.3iil54of

ID: 158480275

Label: truk

Sample length: 5s

truk_kiri.3ihor0ai

ID: 158480315

Label: truk

Sample length: 5s

motor_kanan.3ijls943

ID: 158480238

Label: motor

Sample length: 5s

motor_kiri.3iimq2kc

ID: 158480264

Label: motor

Sample length: 5s

motor_kanan.3ilgjcv3

ID: 158480161

Label: motor

Sample length: 5s

motor_kanan.3ijn56tj

ID: 158480215

Label: motor

Sample length: 5s

truk_kanan.3if6js1c

ID: 158480356

Label: truk

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

Clone project

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	2,149
No. of clones	11