Podknife - Deep Learning for Automatic Basketball Video Production with Julian Quiroga - #389 by This Week in Machine Learning & Artificial Intelligence (AI) Podcast

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Deep Learning for Automatic Basketball Video Production with Julian Quiroga - #389

Podcast |: This Week in Machine Learning & Artificial Intelligence (AI) Podcast
Publisher |: Sam Charrington
Media Type |: audio
Podknife tags |: Data Science,; Interview,; Machine Learning,; Tech News,; Technology
Categories Via RSS |: Tech News,; Technology
Publication Date |: Jul 06, 2020
Episode Duration |: 00:41:47

Today we're Julian Quiroga, a Computer Vision Team Lead at Genius Sports, to discuss his recent paper “As Seen on TV: Automatic Basketball Video Production using Gaussian-based Actionness and Game States Recognition.” We explore camera setups and angles, detection and localization of figures on the court (players, refs, and of course, the ball), and the role that deep learning plays in the process. We also break down how this work applies to different sports, and the ways that he is looking to improve i

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