Patent attributes
Disclosed are techniques for dynamic compression of audio-visual data, including a method for reducing a size of media content, comprising identifying a scene to be captured by a capture device, wherein the scene comprises a plurality of objects, and determining whether at least one of: (i) an available storage in the capture device to store a digital media file associated with the scene; and (ii) an available network bandwidth to transfer the digital media file is below an associated threshold. In response to the threshold determination, some embodiments may further comprise analyzing the plurality of objects to determine which objects can be redeveloped by a GAN regeneration module to a threshold quality level and which objects cannot be redeveloped with the GAN regeneration module to the threshold quality level, generating an optimized capture plan based on the analyzing, and encoding the scene pursuant to the optimized capture plan.