Patent ID: 11875491
Assignee: MONSTERS ALIENS ROBOTS ZOMBIES INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. A non-transitory computer readable medium, storing machine-interpretable instruction sets which when executed by a processor, cause the processor to perform a method for automatic interpolation or extrapolation of visual modifications from a set of keyframes extracted from a set of target video frames, the method comprising:
instantiating a machine learning model architecture;
receiving the set of target video frames;
identifying, from the set of target video frames, the set of keyframes;
providing the set of keyframes for visual modification by a human;
receiving a set of modified keyframes;
training the machine learning model architecture using the set of modified keyframes and the set of keyframes, the machine learning model architecture including a first autoencoder configured for unity reconstruction of the set of modified keyframes from the set of keyframes to obtain a trained machine learning model architecture; and
processing one or more frames of the set of target video frames to generate a corresponding set of modified target video frames having the automatically interpolated or extrapolated visual modifications.