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Real Time Activity Classifier Wearable

By Kevin Diaz, Xochitl Menjivar, and Brandon Foley

Project Motivation

  • Popularity of Wearable Devices

  • Health & Exercise Tracking

  • Cheap & Efficient Activity Tracking

  • Minimal Disturbance to User

Project Goals

  • Classify 3 Distinct Activities

  • Real Time Activity Classification

  • IMU Sensor Feature Extraction

  • Output Results to LCD Screen

Project Design

Project Challenges

  • Quick vs. Accurate Classification

  • Similar Data From Multiple Activities

  • Normalized vs. Non-Normalized Data

  • Result Display Using Simulink

Project Outcomes

  • Classify Walking, Running, & Jumping

  • Almost Real Time Activity Classification

  • IMU Sensor Feature Extraction

  • Output Results to LCD Screen

Project Demo