/License-Plate-Recognition

License Plate Recognition using YOLOv8 + EasyOCR + NAFNet

Primary LanguagePython

License Plate Recognition (LPR)

This project automates vehicle number monitoring to empower law enforcement and security personnel. It helps enforce traffic regulations, deter unauthorized access, and ultimately improve road safety by providing a powerful tool for identifying and tracking vehicles of interest.

Demo video

Alt Text

IMPORTANT NOTE

The requirements:

  1. Python version must 3.10.12

Getting started

Setup environment

(THIS IS A MUST ON FIRST STEP)
./setup-environemnt.sh

The above command will set up a virtual environment.

NOTE : You have to activate the environment manually using command "source env/bin/activate" (linux/macOS) and "env\Scripts\activate.bat" (Windows)

Setup package

./setup-package.sh

The above command will set up package that needed to make the program run.

Setup files

./setup-file.sh

The above command will set up files that needed to make the program run.

Usage

python main.py

Feedback or Support

If you have any feedback or need support, please reach out to us at work.erwinwingyonata@gmail.com

Acknowledgements

I'm grateful for this cool library to help make this project a success