A method and system for improving audio and video multimedia modification and presentation is provided. The method includes receiving an audio/video stream and analyzing objects of the audio/video stream for generating predictions with respect to the objects. Component analysis code is executed with respect to the audio/video stream and an object is removed from the audio/video stream resulting in a modified audio/video stream being generated thereby reducing hardware storage and transfer size requirements of the audio/video stream. The modified audio/video stream is presented to a user via a graphical user interface.