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\subsection{Dataset}  For research purpose To make things less intricate  it is useful to split the project into two parts. Thus at this moment we deal with extraction of players' player  trajectories in soccer videos and clustering players' player  trajectories as two different problems. For this purpose we used a soccer players' player  trajectories dataset.