ModzEd

Try out the App

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

Running the app locally

First create a virtual environment with conda or venv inside a temp folder, then activate it.

Clone the git repository, and install the requirements with pip

git clone https://github.com/vidhigupta9/modzy-hack.git
pip install -r requirements.txt

Run the app

python app.py

Important Note

This application is working on prefetched data generated using the modzy models but it is capable to provide results for any other video too.

Steps:

Provide the path of the downloaded video in process.py and then Run using

python process.py