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Pose Estimation for Sports Exercise Recognition

Pose Estimation Example Exercise Recognition Visualization

Developed and trained an AI-based system for recognizing sports exercises using pose estimation. The project involved collecting and annotating exercise data, designing and training machine learning models to accurately classify different exercises, and visualizing pose estimation results. The solution enables automated feedback and evaluation for users performing various sports activities.

What I worked withDetails
Main LanguagesPython, MATLAB
TechnologiesPose Estimation, Machine Learning, Computer Vision
Frameworks/ToolsMoveNet, scikit-learn 1.4 (SVM), MATLAB, Jupyter
My RoleData Collection, Model Development, Training, Visualization
ImpactAutomated, accurate recognition of sports exercises for feedback and analysis