Native Association: Confidence-Aware Human Perception in the Wild with a Foundation VLM

Igal Dmitriev, Ofir Liba

Extracting who is where, on which team, wearing which number from a broadcast frame is typically done by stitching a detector, an OCR engine, and classifiers together -- and the st…