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Optical Character Recognition (OCR) Project

OCR Demo

Introduction

This repository contains the source code for an Optical Character Recognition (OCR) project. The project aims to develop a system that can recognize text within images or scanned documents.

Features

  • Text recognition from images
  • Support for various languages
  • Preprocessing techniques for improving accuracy
  • Export recognized text to different file formats

Installation

  1. Clone the repository:

    git clone https://github.com/your-username/OCR---Project.git
  2. Navigate to the project directory:

    cd WebbApp
  3. Install dependencies:

    pip install -r requirements.txt
  4. To adjust the workspace directory in the app.py and deeplearning.py files, you need to modify the paths where necessary.

  5. Run the application:

    python app.py

Usage

  1. Upload an image containing text to the application.
  2. Click on the "Recognize" button to perform text recognition.
  3. View the recognized text on the screen.
  4. Optionally, export the recognized text to a file.

Technologies Used

  • Python
  • OpenCV
  • Tesseract OCR
  • Flask

License

This project is licensed under the Apache License 2.0.

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Optical Character Recognition - Jupyter Notebook

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