The National Football League (NFL) is one of the most popular sports leagues in the United States and is the most valuable sports league in the world. The NFL, BioCore, and AWS are committed to advancing human understanding around the diagnosis, prevention, and treatment of sports-related injuries to make the game of football safer. More information regarding the NFL Player Health and Safety efforts is available on the NFL website.
The AWS Professional Services team has partnered with the NFL and Biocore to provide machine learning (ML)-based solutions for identifying helmet impacts from game footage using computer vision (CV) techniques. With multiple camera views available from each game, we have developed solutions to identify helmet impacts from each of these views and merge the helmet impact results.
The motivation behind utilizing multiple camera views comes from the limitation of information when the impact events are captured with only one view.
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