Transfer Learning in Sports Video Analysis

Transfer learning is a technique where an AI model pre-trained on a large dataset is fine-tuned on a smaller, sport-specific dataset to recognize movements, plays, or techniques with high accuracy. This allows coaches and athletes to deploy powerful video analysis tools without needing massive amounts of custom training footage.

For hobbyists and amateur athletes, transfer learning is what makes it possible for a smartphone app to analyze your golf swing or tennis serve with near-professional precision, bringing elite-level feedback to everyday training.