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A team sport includes any sport where individuals are organized into opposing teams which compete to win. Team members act together towards a shared objective. This can be done in a number of ways such as outscoring the opposing team. Team members set goals, make decisions, communicate, manage conflict, and solve problems in a supportive, trusting atmosphere in order to accomplish their objectives. Examples are basketball, volleyball, rugby, water polo, handball, lacrosse, cricket, baseball, and the various forms of football and hockey.
Machine learning based video analysis, detection and prediction
A method comprises obtaining video data from one or more data sources, and processing the obtained video data in a machine learning system comprising an inference stage and an anticipation stage. The inference stage is configured to assign one or more labels to at least one of a group activity and an individual activity detected in the obtained video data. The anticipation stage is configured to predict one or more future actions relating to at least one of the group activity and the individual activity based at least in part on the one or more labels assigned in the inference stage. The method further comprises generating at least one control signal based at least in part on the predicted one or more future actions. The method is illustratively configured to implement role inference and action anticipation in team sports, although it is applicable to a wide variety of other contexts.
Owner:CORNELL UNIVERSITY