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Automatic-Number-Plate-Recognition

This project aims to perform vehicle license plate detection in images using Optical Character Recognition (OCR). The detection results are stored in a MySQL database, and there is also a viewing script to display images along with the associated text and IDs.

Prerequisites

Before running the script, make sure you have:

  • Python installed
  • Required Python packages installed (mysql-connector-python, matplotlib, numpy, opencv-python, easyocr, imutils, python-dotenv)
pip install mysql-connector-python matplotlib numpy opencv-python easyocr imutils python-dotenv

Usage

  1. Clone the repository:
git clone https://github.com/roniragilimankhoirul/Automatic-Number-Plate-Recognition.git && cd Automatic-Number-Plate-Recognition
  1. Create a virtual environment:
python -m venv myenv
  1. Activate the virtual environments:
source myenv/bin/activate
  1. Install Dependencies:
pip install -r requirements.txt
  1. Set up your environment by creating a .env file with the following variables:
DB_HOST=your_database_host
DB_USER=your_database_user
DB_PASSWORD=your_database_password
DB_NAME=your_database_name
  1. Run the image detection program:
python main.py path/to/your/image.jpg
  1. Run the view images in database program:
python view_image.py [index]
  • If no index is provided, all images will be displayed.
  • If an index is provided, only the image at that index will be displayed.

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