CONTENT CLASSIFIERS FOR AUTOMATIC PICTURE AND SOUND MODES

Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for modifying one or more parameters of a data streaming payload to add optimized display and/or audio settings as metadata. An example embodiment operates by training and operating a first machine learning model to predict optimized picture and sound settings. A second embodiment operates by training a learning model with crowdsourced individual user manual adjustments to the display device display during playback. Having the optimized display settings in advance allows adjustments to be made in advance of playback.