Inspiration
Online education has become a hassle because students have been flooded with lecture videos with little time to go over and see every video for their preferred topic of study. Therefore we need a solution that can help students become more productive.
What it does
Modzed is an AI-powered application that
- Provides transcript of the uploaded video.
- Reduces a long video into a short, manageable summary.
- Helps users lookup for the desired topic/keyword in a video along with its timestamp.
- Give important topics covered in the video.
- Saves time of people who have to study large video-based content.
How we built it
Modzy AI models used are
- Video Captioning
- Text Summarization
- Text Topic Modeling
- Audio Keyword Spotting
Other Tech Stack
- Python
- Dash
- Heroku
Challenges we ran into
- Deploying the dash application on heroku
- Managing to work on the application single-handedly
Accomplishments that we're proud of
Learning about Modzy's powerful infrastructure and using it to solve a real-life problem. Going beyond Flask and experimenting with different application frameworks like dash.
What we learned
- Integrating Modzy with dash
- Capabilities of Modzy as a whole
What's next for ModzEd
- Plan to make a package out of it so it can be utilized by more people and similar applications that serve video-based content
- Also it can be extended for youtube videos in the form of a browser extension using the available Javascript SDK
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