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AI-powered predictive model forecasts deceptive sports movements, enabling real-time biomechanical insights for training and virtual coaching. The study develops a computer-vision predictive framework using pose-estimation and supervised machine-learning models to detect and forecast deceptive postural changes and delivery mechanics from professional match video, reporting approximately seventy percent accuracy and highlighting applications for real-time biomechanical analysis, training enhancement, injury prevention, and AI-driven virtual coaching.
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<h1>AI-powered predictive model forecasts deceptive sports movements, enabling real-time biomechanical insights for training and virtual coaching.</h1> The study develops a computer-vision predictive framework using pose-estimation and supervised machine-learning models to detect and forecast deceptive postural changes and delivery mechanics from professional match video, reporting approximately seventy percent accuracy and highlighting applications for real-time biomechanical analysis, training enhancement, injury prevention, and AI-driven virtual coaching.