System and method for preparing digital composites for incorporating into digital visual media

A system for pre-processing digital media, comprising:

• a processor;
• and
• a non-transitory computer-readable medium for storing computer-executable instructions that, when executed by the processor, program the processor to perform operations comprising:
• receiving a digital media dataset;
• detecting one or more shots within the digital media dataset using one or more neural networks, wherein each shot is identified by way of boundary indicators;
• extracting an array of images for each shot, wherein one or more images of the array comprise one or more objects of interest;
• detecting objects of interest for each image of the array of images of each shot using the one or more neural networks;
• determining objects of interest to be mapped the one or more neural networks;
• mapping an object of interest of a first image of the array of images of a first shot to an object of interest of a second image of the array of images of the first shot using the one or more neural networks, wherein the object of interest of the first image and the object of interest of the second image are labelled as an object of interest of an entirety of the first shot, wherein the object of interest of the entirety of the first shot comprises a surface depicted at a first viewing angle;
• mapping the object of interest of the entirety of the first shot to an object of interest of an entirety of a second shot using the one or more neural networks, wherein the object of interest of the entirety of the second shot is physically the same object as the object of interest of the entirety of the first shot, wherein the object of interest of the entirety of the second shot comprises the surface depicted at a second viewing angle differently than the first viewing angle, and wherein the object of interest of the entirety of the first shot and the object of interest of the entirety of the second shot are labelled as an object of interest of the entirety of the digital media set;
• and
• generating an output file comprising the digital media dataset and the associated labels therein.