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1. 2D-video-pose-estimation-yolov7 2D-video-pose-estimation-yolov7 Public

   Computer-vision based monocular human pose-estimation and biomechanical gait analysis on elite runners. Using Yolov7 pose-estimation algorithm.

   Python 14 1

2. 2D-video-based-exercise-classification 2D-video-based-exercise-classification Public

   A biomechanics based movement detection algorithm that only requires 2D video and uses machine learning to perform classification on 5 common at-home exercises

   Jupyter Notebook 7

3. 2D-video-based-running-analysis 2D-video-based-running-analysis Public

   A quantitative biomechanical analysis on runners from the 40-yard dash NFL combine and machine learning classification model using single-camera videos

   Jupyter Notebook 6

4. pose-unity-visualizer pose-unity-visualizer Public

   Unity + MediaPipe pipeline for real-time skeletal visualization using pose landmark data.

   C# 2 1