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auto-summary-generation's Introduction

๐Ÿ“ท Image-to-Text & Text-to-Summary Web Application

This is a Flask-based web application that allows users to perform two main tasks:

  1. Image to Text: Upload an image, and the application will extract and display the text present in the image.
  2. Text to Summary: Enter a piece of text, and the application will generate a summary of the text.

๐Ÿš€ Features

  • โœ… Image to Text conversion using Optical Character Recognition (OCR).
  • โœ… Text to Summary generation using Natural Language Processing.
  • โœ… User-friendly web interface.
  • โœ… Easily customizable and extensible codebase.
  • โœ… Docker support for easy deployment.

๐Ÿ“ Setup and Usage

Prerequisites

  • Python 3.7+

Running the Application

  1. Clone the repository: git clone https://github.com/pitabasdev/auto-summary-generation
  2. Change directory: cd auto-summary-generation
  3. Start the Flask app: python app.py
  4. Access the application in your web browser at http://localhost:5000

Usage

  • Navigate to the application's home page.
  • Use the "Image to Text" or "Text to Summary" sections as needed.
  • Follow the on-screen instructions to perform the desired task.

๐Ÿ› ๏ธ Technology Stack

  • Flask
  • Tesseract OCR (for image-to-text)
  • NLTK (Natural Language Toolkit) for text summarization

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