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Video-Lecture-Assistant

1st Place Winner at uWaterloo DSC X CSC Project Program 2021

What it Does ๐Ÿ’ก:

  • Students no longer have to manually scrub through video lectures to find the piece of information they are looking for.

  • The Video Lecture Assistant takes in keywords about what the user is looking for and returns the top N matches from the video in the form of timeframes.

How it Was Built ๐Ÿ”Ž:

  • Initially built using Python and Streamlit
  • Frontend built using React.js, Tailwind CSS and HTML
  • Backend powered by Node.js, Express.js, and Django, which communicate via CRUD API
  • Algorithm powered by Python and Tensorflow's Universal Sentence Encoder
  • Database built using mySQL to save user queries/results.

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Video Demo Link Below

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About

1st Place Winner UW DSC X CSC 2021 ๐Ÿ† Search Relevant Timeframes in Video Lectures

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