🎓 EduNiteX — AI + Education = Limitless Learning

Powered by Intel's OpenVINO

👨‍💻 By Team CodeTech

Team Members

• Mukul Sharma (Team Leader)
• Anagh Miglani

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🚀 Overview

EduNiteX is a unified AI-powered web application that enhances classroom learning through intelligent support for both students and teachers. It brings together real-time classroom insights, doubt-solving tools, 3D learning models, and workflow tracking into one interactive platform.

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❓ Problem Statement

Modern classrooms struggle to provide interactive, personalized, and tech-enabled support. Students hesitate to ask doubts, while teachers lack tools to assess real-time understanding. Existing tools are fragmented, and there's no single platform that brings it all together — EduNiteX fills this gap.

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🌟 Features

• AI-Powered Class Analysis

  • Real-time student engagement tracking via facial recognition.
  • Personalized feedback for students and insights dashboard for teachers.
  • Speech-based topic detection during live classes.

• Smart Quiz Generator

  • AI-generated quizzes from text or PDF input.
  • Instant result and feedback.

• AI Answer Sheet Evaluator

  • Upload Q&A PDFs and get AI-evaluated responses with marks, suggestions, and feedback.

• Learn via 3D Models

  • Generate interactive 3D explainers using text or PDFs in English, Hindi, or Hinglish.
  • Immersive, voice-guided models for better conceptual clarity.

• Student Workflow Tracker

  • Add syllabus, deadlines, and study goals.
  • Gemini AI generates personalized plans and suggestions.
  • Real-time progress dashboard.

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🔧 Tech Stack

🖥 Frontend

• React.js
• Tailwind CSS

🧠 Backend

• Node.js
• Express.js
• Flask

🧬 AI Libraries and Models

Make sure to use Python 3.10.* and install dependencies from requirements.txt inside a virtual environment for best compatibility

• OpenVino-Dev

  • handwritten-english-recognition-0001 (For assignment checker, mainly trained on American English)
    [OpenVINO / Open Model Zoo]
  • emotions-recognition-retail-0003 (For emotion detection during virtual class & 3D virtual oral exam)
    [OpenVINO / Open Model Zoo]
  • noise-suppression-poconetlike-0001 (For noise suppression during speech detection)
    [OpenVINO / Open Model Zoo]
  • quartznet-15x5-en (For speech detection, optimized for OpenVINO, works best with American/neutral accents)

• International Speech Rec (Google-based)

  • Uses Google Speech Recognition API (Better suited for Indian or other non-American accents; fallback when quartznet struggles)

• OpenCV

• SciKit-Image

• google-generativeai

  • gemini-2.0-flash (for small AI tasks)

📡 Real-Time Communication

• WebRTC
• Socket.io

🗃 Database

• SupaBase

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🛠 How It Works

1. Pre-Class Setup

• Teachers upload syllabus & notes before session.

2. Live Session

• AI monitors engagement and detects topics via speech recognition.

3. Smart Responses

• Confused students get custom prompts.
• Teachers see analytics dashboards live.

4. Tools Access

• Quiz generation, AI-based evaluation, 3D explainers, and workflow planner are all available in-app.

🌐 Deployment

Link to live demo

Code Structure

All major features are developed under the main branch, including:

• AI quiz generator
• 3D learning explainers
• Assignment solver & evaluator
• Real-time video calling with AI
• Facial engagement analysis
• Speech-driven topic detection

🤝 Contributing

Feel free to open issues or pull requests. Let's improve education with AI, together.

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