Αναγνώριση διάταξης σχηματισμού αθλητικών οπτικών δεδομένων
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Keywords
Μηχανική μάθηση ; Νευρωνικά δίκτυα ; Υπολογιστική όρασηAbstract
Sport analytics is a broad field in artificial intelligence and is a part of our daily life.
Each sport has its own rules and philosophy so decisions vary depending on the
occasion. Also the AI algorithms cannot be applied to every scenario I come from the
real world of sports because the decisions have to be specific. We should be able to
vectorize the problem in order to arrive at conclusions that have decision value. In the
analysis of football visual data a need has been identified to implement an algorithm for
use by football experts, analysts and coaches. The idea of creating an artificial
intelligence model that recognizes through machine learning decisions if the formation
is the particular one we have chosen. In our scenario the models first identify the
footballers of our own team and then make a decision whether the formation is 4-4-2 or
not.