Coach AI: Badminton Tactical Analysis

Last updated on Jul 19, 2022
  • Led a team of 20+ graduate students and developed a deep learning network for high-speed and tiny objects tracking to analyze badminton contests and the performance of national athletes of the 2020 Tokyo Olympics
  • Reduced the average data processing time from one day to three hours by integrating backend architectures and designing RESTful APIs with WSGI HTTP Server, Flask, Apache, and MySQL
  • Refactored the frontend using React.js, Redux; cooperated with the designer to redesign the website workflow
  • Implemented authentication workflow with Google OAuth by using JWT and Flask Session
  • Won 2020 Future Tech Award among 600+ teams of Ministry of Science and Technology

Tracknet Full Stack Python MySQL
Ho-Yi Chung
Ho-Yi Chung
Research Assistant @ NCTU

My research interests include distributed software system, networking and cybersecurity.

Related