A method of preprocessing incoming video data can include preprocessing incoming video data, by a computer processor, according to preprocessing parameters, wherein the preprocessing includes formatting the incoming video data to create first video data of a first region of interest. The method can also include providing the first video data to a first transformer model along with a first prompt requesting the first transformer model to describe the first video data, describing the first video data by the first transformer model to generate at least one description of the first video data, providing the at least one description to a second transformer model with a second prompt requesting the second transformer model to review the at least one description and determine altered preprocessing parameters for preprocessing the incoming video data, and generating, by the second transformer model, altered preprocessing parameters based upon the at least one description.