Training-Free Hold-Usage Detection in Sport Climbing with Foundation Pose Models

Abu Bakar, Abdullah Aftab, Amir Hamza

Detecting which holds a climber uses, and when, underpins automated scoring, movement analysis, and assistive systems for sport climbing. Existing approaches train task-specific mo…