System and method for field line reconstruction within video of american football

Abstract

Systems and methods for reconstructing field lines within video may include one or more processor configured by machine-readable instructions. Exemplary implementations may include identifying a plurality of candidate field lines in one or more frame of video; training a neural network to detect one or more field object; detecting, using the neural network, one or more field object in the one or more fame of video; assigning, using the detected one or more field object, a confidence value to each of the plurality of candidate field lines; removing one or more low confidence candidate field line from the plurality of candidate field lines; and retaining one or more high confidence candidate field line from the plurality of candidate field lines.

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