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

2. Create a virtual environment:

python -m venv myenv

3. Activate the virtual environments:

source myenv/bin/activate

4. Install Dependencies:

pip install -r requirements.txt

5. 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

6. Run the image detection program:

python main.py path/to/your/image.jpg

7. 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.

Language Versions

• English Version (README.md)
• Indonesian Version (README_ID.md)