Helmet detection error analysis in football videos using Amazon SageMaker

The National Football League (NFL) is America's most popular sports league. Founded in 1920, the NFL developed the model for the successful modern sports league and is committed to advancing progress in the diagnosis, prevention, and treatment of sports-related injuries. Health and safety efforts include support for independent medical research and engineering advancements in addition to a commitment to better protect players and make the game safer. This includes enhancements to medical protocols and improvements to how our game is taught and played. For more information about the NFL's health and safety efforts, see NFL Player Health and Safety.