Bookish Invention

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This project involves one of the research work of creating a project that deals with the creation of visually interactive graphs when we pass that module any kind of notebook of any kind of image file you just need to specify the type of image you need to pass on to that document and it will do all the hard work for you by itself by creating of certain nodes with the help of one of the most advanced library of python for desktop creation using Tkinter.

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Project type

First Timer FriendlyMachine LearningData VisualizationEducation

Project tech

Python

Currently seeking

  • Developers
  • Backend Developers
  • Frontend Developers
  • DevOps
  • Designers
  • Maintainers
  • Code Reviewers
  • Technical Writers
  • Mentors
  • Testers

Contribution overview

Most contributors are in India

Ideal: 1 PR a month

Mentorship & pairing available

Overview

BOOKISH-INVENTION

NLP MACHINE LEARNING PROJECT

This project deals with the creation of certain notes from a book.

This project involves one of the research work of creating a project that deals with the creation of visually interactive graphs when we pass that module any kind of notebook of any kind of image file you just need to specify the type of image you need to pass on to that document and it will do all the hard work for you by itself by creating of certain nodes with the help of one of the most advanced library of python for desktop creation using Tkinter.

This project uses the help of certain great libraries of python:-

  • Tkinter
  • Pillow
  • NLTK
  • Pytesseract
  • re
  • numpy
  • WordNetLemmatizer
  • stopwords
  • PypDF2
  • Translator

You can enjoy certain features of these vast set of features by just passing the module with the required image or pdf file and then by passing the image it will draw the graph for you and then after that we can also translate that in any other language for active understanding of that project.
This also introduce you to the concept of NLP which aims to understand the semantics from the text and the create a short prescribed format in order to create a summary of the document into a simple graphical structure.

Run

Download or Clone the repository

git clone https://github.com/Shashankjain12/bookish-invention.git

Enter the Repository

cd bookish-invention

install

bash install

Code to run the required project after installing all the necessary requirements

python main.py --name_of_the_file 

Example:-

python main.py /directory/to/file/image.png

python main.py ./images_to_test.py/cool.png

After running the code

You will be prompted to whether you want to translate the text and the language you want to translate the text.

For default language you can use :- Hindi/English

You will see the image that you are preforming the required operations. After that image is being displayed you just need to type any key to follow up further.

So Buckle Up Guys Your Notes For Exams Are ready !!

Contributing

For your valuable contribution for the project view respective guidelines under Contributing.md file:-

  • Look at the open issues these are for the first time contributors.

  • We have the team of 6 members and we are working on maintaining the project.

  • Everyone is welcome to contribute to our project we welcome all.

Learn

Resources to learn more about our technology and community.

Project listed on October 02, 2021