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JRKagumba/README.md

About me

  • Ergonomic Engineer at Ford Motor Company - Transforming automotive manufacturing design for better human experiences
  • Exploring computational modeling of human movement to unravel the complexity of our motions
  • Passionate Biomechanist, Data Scientist, and Machine Learning Enthusiast - Always eager to learn and innovate
  • Coding Challenge Fanatic - Constantly pushing the boundaries of my problem-solving skills

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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 12 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 4

  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 5

  4. password-generator password-generator Public

    A simple web application for quick password generation with mnemonic tools as well as character customization features as memory aids.

    JavaScript 1