A webapp that timestamps key moments in a football clip

A look into what we're building

Prerequisites

• Python 3
• Node v16+

Steps to run

Create a virtual environment.

Activate the virtual environment.

Run git clone

Run pip install -r requirements.txt

Run flask run to run backend server.

Run yarn start to start frontend server.

Important Links

Link to models.

Setup

To test on your clip

For now, simply pass in the url of the video to the predict_video function inside server.py We are in the process of adding this feature in to our frontend.

To store the timestamps on Mongo

Simply edit the connection string in server.py

What's left?

• Create an overall model for all events, currently we have single models for each event
• Change code in backend to appropriately store timestamps for overall model
• Create the upload video pipeline.
• Host the webapp.