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Grammar Correction and Multilingual Language Processing System Project

A web-based intelligent language processing platform developed using Django that allows users to extract text from images and PDFs, perform grammar correction, translate content into multiple languages, interact with an AI chatbot, participate in grammar …

Difficulty Level
Advanced
Core Modules
7 Modules
Laptop frame

Project Overview

The AI-Powered Grammar Correction and Multilingual Language Processing System is designed to assist users in language understanding, grammar enhancement, translation, and text extraction. The application supports Optical Character Recognition (OCR) for extracting text from images and PDFs, automatic grammar correction using Gramformer, multilingual text translation, speech-to-text translation, and AI chatbot interaction. The system provides an integrated environment for students, professionals, and language learners to improve communication skills and access language-related services efficiently. By combining Natural Language Processing (NLP), Machine Learning, OCR, and translation technologies, the platform delivers accurate and user-friendly language assistance.

Module Breakdown 7 Modules

User Authentication Module
Handles user registration, login, logout, and access control.
OCR Text Extraction Module
Extracts text from uploaded images using EasyOCR and converts it into editable text.
PDF Text Extraction Module
Extracts textual content from uploaded PDF documents.
Multilingual Translation Module
Translates extracted text or user-entered text into different languages.
Grammar Correction Module
Uses Gramformer and SpellChecker to detect and correct grammatical and spelling mistakes.
AI Chatbot & Grammar Quiz Module
Provides conversational assistance and grammar-learning quizzes using AI.
Speech Translation Module
Converts spoken language into text and translates it into English.

Technology Stack

Python HTML CSS3 Java Script Django SQLite

Project Screenshots 4 Screenshots

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Project Abstract

The AI-Powered Grammar Correction and Multilingual Language Processing System is designed to assist users in language understanding, grammar enhancement, translation, and text extraction. The application supports Optical Character Recognition (OCR) for extracting text from images and PDFs, automatic grammar correction using Gramformer, multilingual text translation, speech-to-text translation, and AI chatbot interaction. The system provides an integrated environment for students, professionals, and language learners to improve communication skills and access language-related services efficiently. By combining Natural Language Processing (NLP), Machine Learning, OCR, and translation technologies, the platform delivers accurate and user-friendly language assistance.

Project Kit Includes

Complete Source Code
Database Schema & Setup Guide
Project Report Template
Completion Certificate
Installation & Deployment Guide

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