Contrastive Learning for Sports Video: Unsupervised Player Classification

Maria Koshkina, Hemanth Pidaparthy, James H. Elder

We address the problem of unsupervised classification of players in a team sport according to their team affiliation, when jersey colours and design are not known a priori. We adop…