🎓 AI Course Generator from Videos — SensAI'25 Hackathon

⏱️ 30 Hours. Zero Sleep. Just Code, Coffee & Curiosity.

This project was built by Team CODE CRAFTERS during SensAI'25, a 30-hour hackathon hosted by HyperVerge and our college. Out of 66 teams, 36 were shortlisted — and we proudly tackled a challenging real-world problem for course creators.

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🧩 Problem Statement

"AI Assistant for Course Creators — Automatically Generate Courses from Videos."

We aimed to help educators turn long, unstructured video lectures into clear, modular online courses — with:

• 📜 Accurate transcripts
• 📚 Structured modules & lessons
• ✅ Auto-generated quizzes

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🚀 What We Built

• Upload: Accepts .mp4 videos or YouTube URLs
• Audio Transcription: Uses OpenAI Whisper Medium for balanced speed and accuracy
• NLP Preprocessing: Cleans, splits, and summarizes raw transcript text into lessons
• Course Structuring: Automatically organizes content into Course → Modules → Lessons → Quizzes JSON
• Visual Analysis: Extracts slides, titles, and code snippets with Scene Segmentation + GPT-4 Turbo Vision

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✨ What Makes It Special

• 🔍 Multimodal: Fuses audio + visual context for better course quality
• ⚡ Fully Automated: Minimal manual curation needed
• 🧠 AI-First: Uses state-of-the-art Whisper & GPT-4 Vision together
• 🏗️ Hackathon Prototype: Clean starting point for a real SaaS product for educators

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📈 Future Improvements

• ✅ Better scene detection for highly dynamic videos
• ✅ Fine-tuning GPT prompts for more consistent lesson structure
• ✅ Export to SCORM, PDF, or LMS-compatible formats
• ✅ Frontend for user edits and manual corrections

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🙌 Credits

Team CODE CRAFTERS

• Varun Shankar G
• Sneha S

Big thanks to HyperVerge, our college, placement faculty, and student coordinators for the opportunity!