Interpretable Pre-Release Baseball Pitch Type Anticipation from Broadcast 3D Kinematics

Jerrin Bright, Michelle Lu, John Zelek

How much can a pitcher's body reveal about the upcoming pitch? We study this question at scale by classifying eight pitch types from monocular 3D pose sequences, without access to…