Virtual Portrait

A Real-time Yoga-pose Rendering & Recognition System

© Haodong Li, and Jiayi Zhao

Demo of the system
  • Achieved accurate detection of human posture & real-time rendering of virtual human poses based on pose points using mediapipe package.
  • Acquisition of feature point cloud datasets using Yoga image data from Kaggle
Yoga dataset overview (left), feature point of Yoga images (middle), and feature point dataset overview (right)
  • Dataset details: [Downdog: 196, Goddess: 199, Plank: 197, Tree: 198, Warrior2: 198]
  • Then a Deep CNN is trained & applied for Yoga-pose recognition.
Training log (left) and the confusion matrix (right)