GitHub Link
📢 Demo Video
📖 Presentation Material
https://www.miricanvas.com/v/124idbc
⭐️ Project Overview
A service that takes a YouTube video link, extracts the connected captions, summarizes them, and answers questions based on the summarized content.Utilized Summarization Model and Answering Model and fine-tuned the results to display input-output forms in the Front and Back end.Ranked in the top 30 on the KorQuAD 1.0 leaderboard.Awarded 3rd place at the department's presentation on Department Day in 2023.👬 Team Composition
ML Team (4 members) - Front (1), Back (1)
🔨 Role and Function
Model selection and study of related papersUI design for the models💡 Reflections
By developing a service that may be useful on the widely-used video platform YouTube and fine-tuning existing models, I gained confidence that with proper fine-tuning of models, I can develop AI-powered innovative features for existing services or domains that already utilize AI.