How Similar Will They Throw to Me?
We try to observe if Kevin Gausman and Jose Berrios throw similar pitches against one of the best hitters in baseball,Aaron Judge, by using a spatial correlation technique.
Fuego o no fuego: Detecting a Performance Streak of an MLB Player using HMM
Julio Rodriguez is always said to have a slow start to the season compared to the second half of the season where he usually shines. We want to see if this is true using Hidden Markov Models (HMM).
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This study explores Major League Baseball pitching strategies through the applica tion of spatial statistical methods. Specifically, we investigate whether two pitchers with similar characteristics exhibit similar pitch-location patterns when facing the same hitter.
Visit projectEstimation of a padel play heatmap based on player pose tracking using YOLO26
Object tracking methods have been a staple for the development of sports analytics in racket sports, allowing for the extraction of player positions and movements during matches. In this study, we propose a novel approach to estimate a padel play heatmap by leveraging player pose tracking using the YOLO26 object detection model
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