Computer Vision / Tools / Machine Learning

Athlete Speed Analysis

Stack

Python
GCP, Jupyter, OpenCV, numpy

About

In preparation for the Summer Olympic Games, we built and deployed a cloud pipeline that is able to pre-process annotations and generate speed plots throughout a race.

Cloud Pipeline: We built and deployed a cloud pipeline that is able to pre-process annotations and generate speed plots throughout a race.

Annotations: We used annotations to generate speed plots throughout a race.

Speed Plots: We used speed plots to generate speed plots throughout a race.

Additional articles

Credits

By Bedel Saget, Joe Ward, Lazaro Gamio, Larry Buchanan, Jeremy White, Emily Rhyne, Jon Huang and Taylor Johnston Speed analysis by Tessa Barton, Alexandre Devaux, Or Fleisher, Niko Koppel, Mark McKeague and Peter Whidden