Automatic Detection of the Presence of a Moving Platform

Techniques for intelligently identifying what type of moving platform an MR system is operating on are disclosed. A display artifact that is associated with content displayed by the MR system is detected. A determination is made that a current configuration of a motion model used to display the content is causing the display artifact. Time-limited series of convoluted motion data is analyzed. The time-limited series of convoluted motion data is fed as input to a predictive ML algorithm. The predictive ML algorithm determines a particular category for the moving platform based on the time-limited series of convoluted motion data. Based on the determined category, either a reconfigured version of the motion model is used or a new motion model is used to display a hologram.