A multi-task learning network to recognize the numbers on jerseys of sports team players

When reporting on sports games live or remotely, commentators should be able to quickly recognize the numbers on the players’ jersey shirts, as this allows them to keep up with what’s happening and communicate it to their audience. However, quickly identifying players in sports videos is not always easy, as these videos are often taken at a distance to capture the overall progression of the game. A further difficulty is the fast motion of the broadcast camera that often results in motion blur.

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