Giter VIP home page Giter VIP logo

bookfinder's Introduction

bookFinder

BookFinder Project

BookFinder is an innovative system developed using OpenCV and Streamlit for the automatic extraction and summarization of essential information from images of book covers. The primary goal is to streamline the process of obtaining critical details such as book title, author, and publication information from book cover images, offering users a quick and convenient way to access and share concise summaries.

Project Highlights

1. Image Preprocessing

  • Utilizes OpenCV for image processing to enhance the quality and readability of book cover images.
  • Various preprocessing options provided, including RGB conversion, grayscale, Gaussian blur, resizing, morphological operations, contour detection, and more.

2. Text Extraction

  • Implements Optical Character Recognition (OCR) techniques to accurately extract textual information from the book cover, including title, author name, and publication details.

3. Visual Feature Extraction

  • Utilizes OpenCV for the identification and extraction of relevant visual features from book cover images, potentially including logos, images, or patterns.

4. Information Summarization

  • Organizes the extracted information into a structured and coherent summary, presenting key details in a user-friendly format.

5. User Interface (UI)

  • Developed an intuitive Streamlit-based user interface allowing users to easily upload book cover images, view extracted information, and access summarized details.
  • Various preprocessing options can be selected through the Streamlit sidebar for customization.

6. Deployment

To deploy the BookFinder project using Streamlit, follow these steps:

  1. Ensure you have Streamlit installed:

    pip install streamlit
  2. Clone the repository:

    git clone https://github.com/your-username/BookFinder.git
  3. Navigate to the project directory:

    cd BookFinder
  4. Run the Streamlit app:

    streamlit run bookfinder_app.py
  5. Open the provided URL in your browser.

Access BookFinder App

Explore BookFinder by accessing the deployed Streamlit app at https://bookfinder-pttiukkhnqylhefmu5vncy.streamlit.app/.

Feel free to upload book cover images, customize preprocessing options, and experience the automatic extraction and summarization of essential book information.

bookfinder's People

Contributors

11veeraj avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.