This project aims to implement Automatic Number Plate Detection (ANPR) using the OpenCV and EasyOCR libraries. The combination of these two powerful libraries allows for efficient image processing and accurate optical character recognition (OCR) on vehicle license plates.
To run this project, you need the following dependencies:
- Python 3.x
- OpenCV
- EasyOCR
- NumPy
You can install the required libraries using the following command:
!pip install easyocr
!pip install imutils
- Clone the repository to your local machine:
https://github.com/yashas9916/Automatic-Number-Plate-Detection-using-OpenCV-and-EasyOCR.git
- Install the required dependencies:
pip install -r requirements.txt
To use the ANPR system, follow these steps:
-
Place the input images or video files in the
input
directory. -
Run the ANPR jupyter script:
-
The detected number plates and their corresponding text will be displayed or saved as per the configuration.
Feel free to reach out for any questions or suggestions!