AI-Powered E-Learning Platform with Real-Time Student Monitoring
A feature-rich Django-based e-learning platform with AI-driven activity & emotion monitoring, course progress tracking, quizzes, and user feedback system for enhanced online learning experiences.
Technology Used
Django | Python | HTML5 | CSS3 | JavaScript | Bootstrap 5 | TensorFlow.js | SQLite
Project Files
Project Overview
The AI-Powered E-Learning Platform is a comprehensive web-based learning management system (LMS) developed using Django. Designed to enhance online education, it provides a centralized platform where students can easily enroll in courses, access structured lessons, attempt quizzes, and receive progress tracking. What sets this project apart is its integration of AI-based student activity and emotion monitoring to ensure active participation and engagement during learning sessions.
Core Functionalities
- User Registration & Login: Secure authentication system for students and administrators with profile management features.
- Course & Lesson Management: Admins can create courses, add lessons with text, video, and PDF content, and manage enrollments effortlessly.
- Interactive Quizzes: Students can test their knowledge through quizzes with auto-grading and performance analytics.
- Real-Time Monitoring: Uses TensorFlow.js to detect student activity (eye movement, head position) and emotional state (happy, sad, distracted) via webcam for better focus and interaction analysis.
- Progress Tracking Dashboard: Visual representation of each student's course completion percentage and quiz performance.
- Feedback System: Allows students to submit feedback for individual lessons and overall courses, helping improve content quality.
Advanced AI Feature - Real-Time Student Monitoring
The platform integrates TensorFlow.js models for real-time detection of:
- Face detection: To verify if the student is actively present during the session.
- Emotion detection: Recognizes emotions like happy, sad, angry, bored, etc.
- Attention tracking: Monitors head movements and eye focus to identify distractions.
This feature is valuable for online institutions, coaching centers, and companies offering remote learning, ensuring students remain attentive and improving overall learning effectiveness.
Real-World Use Cases
- Online Education Platforms & EdTech Startups
- Corporate Training & Employee Upskilling Programs
- Remote Learning for Schools, Colleges & Coaching Institutes
- Self-paced Learning Websites with Progress Monitoring
Benefits of This Project
- Fully functional LMS with interactive features
- AI-powered monitoring for better learning outcomes
- Modern responsive UI with Bootstrap
- Perfect for academic projects, demos, or product MVPs
Extra Add-Ons Available – Elevate Your Project
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Project Setup
We'll install and configure the project on your PC via remote session (Google Meet, Zoom, or AnyDesk).
Source Code Explanation
1-hour live session to explain logic, flow, database design, and key features.
Want to know exactly how the setup works? Review our detailed step-by-step process before scheduling your session.
₹1499
Custom Documents (College-Tailored)
- Custom Project Report: ₹1,200
- Custom Research Paper: ₹800
- Custom PPT: ₹500
Fully customized to match your college format, guidelines, and submission standards.
Project Modification
Need feature changes, UI updates, or new features added?
Charges vary based on complexity.
We'll review your request and provide a clear quote before starting work.