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Automatic-Number-Plate-Detection-using-OpenCV-and-EasyOCR

Automatic Number Plate Detection using OpenCV and EasyOCR

Overview

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.

Table of Contents

Requirements

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

Installation

  1. Clone the repository to your local machine:
https://github.com/yashas9916/Automatic-Number-Plate-Detection-using-OpenCV-and-EasyOCR.git
  1. Install the required dependencies:
pip install -r requirements.txt

Usage

To use the ANPR system, follow these steps:

  1. Place the input images or video files in the input directory.

  2. Run the ANPR jupyter script:

  3. 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!

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