Surfing Pose Tracking & Maneuver Recognition

Analyze surfing videos with robust pose tracking and temporal maneuver recognition for coaching-style feedback.

Categories

Tech Used

Problem

Surf footage is difficult to analyze because of water spray, camera motion, occlusions, and fast athlete movement, yet coaches still need reliable feedback signals.

Approach

• Implemented multiple pose-estimation backends to improve keypoint tracking under difficult footage
• Smoothed temporal trajectories and engineered motion features from joint geometry and movement cues
• Built a sequence-modeling pipeline for maneuver recognition and real-time feedback delivery

Results

• More stable pose-based analysis in challenging sports video
• Product-oriented foundation for maneuver detection and coaching feedback

Demo Videos