Pose Training with Computer Vision

Computer Vision Tools

• PoseNet
  • pre-trained pose detection via webcam in the browser using mL5.js (a library built on top of TensorFlow.js)
  • used to detect body data via “keypoints” and “skeleton”
  • Coding Train Tutorial
• Kinect (Azure and v2)
  • externally mounted all-in-one sensor with:
    • rgb webcam for video
    • infrared DepthKit for proximity sensing and volumetric capture
    • skeleton tracking
  • when used with the Kinectron development kit (Windows only), can be used to track body data via “keypoints” and “skeleton”

Pose Training Tools

• Teachable Machine (Google)
  • Dan Shiffman’s Coding Train Tutorials
• Wekinator (Rebecca Fiebrink)
  • free course from Goldsmith’s on Machine Learning for Artists taught by Fiebrink