Pattern Recognition Researcher

https://github.com/JeiKeiLim

Deep Learning, Machine Learning, Data Science, Edge Computing, Fitness Enthusiast

📃Curriculum Vitae

updated:

August 14, 2020

Ph.D. Thesis

Training-free anaerobic workout tracking via a wrist-worn inertial sensor

JongkukLim_PhD_Thesis_Presentation.pdf

• My Ph.D thesis tackles 4 problems on workout tracking.
  1. Workout State Recognition
  2. Repetition Count
  3. Workout Type Classification
  4. Workout Quality Measurement

Since variations of workouts are as diverse as people we are, my research was focused on tolerating unseen types of workouts and motion variations. As a result, this study shows a competitive result from the state of the art machine learning-based method.

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