App Development

Personalized AI Fitness Coach

At the campus gym, Sophia noticed many classmates suffered sports injuries due to improper form. She developed an AI fitness coach app that uses pose estimation algorithms to capture joint deviations ...

  • Sophia L.
  • November 16, 2023
  • University of Michigan

At the campus gym, Sophia noticed many classmates suffered sports injuries due to improper form. She developed an AI fitness coach app that uses pose estimation algorithms to capture joint deviations in real-time and provides voice and graphical correction suggestions through a mobile app. To improve model robustness, she collected thousands of action data sets under different heights and lighting conditions and invited teammates to participate in beta testing. Test results showed that participants' movement accuracy improved by an average of 20%. Sophia used technology to protect health and added significant value to her UMich application.

Personalized AI Fitness Coach - 1

Mentor Review

Sophia demonstrated excellent skills in pose recognition and real-time feedback design. She collaborated with STEMRise mentors to refine user interaction processes, making the AI coach both accurate and friendly, fully demonstrating capabilities that combine user experience with technical depth.

University Admission

University of Michigan

Personalized AI Fitness Coach
Project Author

Sophia L.

Completion Date
  • November 16, 2023
University Admission
  • University of Michigan

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