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Analysis and detection of objects in a football match

Abstract:

This application is developed using OpenCV on Python for the analysis of objects within a video of a football match. The process consisted of working with elements such as the players, the ball and the field lines to achieve a joint detection of all these elements. It presents the development of this application with a step-by-step explanation of the processes carried out, and the results that have been obtained when applying techniques for contour and color, morphological operations and together with it the use of Artificial Intelligence models. The tools that were used are YOLO, OpenCV and Tensorflow. Finally, the application was run with a video of a FA CUP 2020 of England match where Manchester United and Brighton teams played.