Meta Platforms, Inc.
Systems and methods for encoding videos using reference objects

Abstract:

A computer-implemented method for encoding videos using reference objects may include identifying, by a computing device, a video to be encoded. The method may also include identifying, by the computing device, a set of objects that appear in the video as reference images for video encoding. In addition, the method may include training a machine learning algorithm to detect an object from the set of objects. Furthermore, the method may include encoding each frame of the video using the trained machine learning algorithm. Various other methods, systems, and computer-readable media are also disclosed.