Andrea Lucía Sulla Valdivia

Comparative Evaluation of Classical, Deep, and Quantum Machine Learning for Video-Based Physical Activity Classification

Reliable exercise recognition across schools requires models that remain accurate when acquisition conditions change. This study compares classical machine learning, pose-sequence deep learning, and quantum machine learning to classify four standardized physical-fitness exercises: sit-up, biceps curl, sit-and-reach, an...