AIgym - fitness application with personal AI coach

AIgym was created in order to practise yoga and workout in real time using computer vision

• AIgym supports 2 modes: yoga and workout

• There are 3 exercises in each program:

  Yoga: T-Pose, Warrior Pose, Tree Pose

  Workout: Arms, Legs, Push-ups

• AIgym was created using MediaPipe, OpenCV, PyInstaller.

The example of pose handling

Remote hand control

The process of training consists of the following steps:

• Recieve video stream using OpenCV.
• Video frames are passed to MediaPipe Pose model that detects pose, adds landmarks and records their coordinates.
• Landmarks coordinates are extracted, organized and passed to the model for prediction.
• The total time of the entire training is displayed in the upper left corner within the "Pause" button (see the gifs above).
• Yoga pose timing and workout repetitions (that user must accomplish) are displayed in the upper right corner within the "Next" button (see the gifs above).
• Incorrect pose indication through user's body lines.

This project was completed in 10 days.