Microsoft's Kinect is a motion-sensing gaming device that allows users to interact with a game using their body, without the need for a controller. The team applied machine learning techniques to teach the computer to analyse images from a depth sensing camera. The classifier was trained and tested using a large database covering caried poses and body types.