Image enhancement using one or more neural networks
AssigneeNVIDIA Corporation
InventorsRobert Pottorff, David Tarjan, Andrew Tao, Bryan Catanzaro
Life of this patent
Estimating the term…
Abstract
Apparatuses, systems, and techniques are presented to generate images with one or more visual effects applied. In at least one embodiment, one or more visual effects are applied to one or more images having a resolution that is less than a first resolution and those visual effects approximated for one or more images having a resolution that is greater than or equal to the first resolution.
Claims30
A processor, comprising:
- one or more circuits to cause one or more visual effects to be applied to one or more images having a resolution that is less than a first resolution and upscaling the one or more images after the one or more visual effects have been applied to the one or more images to a resolution that is greater than or equal to the first resolution.
A system comprising:
- one or more processors to cause one or more visual effects to be applied to one or more images having a resolution that is less than a first resolution and upscaling the one or more images after the one or more visual effects have been applied to the one or more images to a resolution that is greater than or equal to the first resolution.
A method comprising:
- causing one or more visual effects to be applied to one or more images having a resolution that is less than a first resolution and upscaling the one or more images after the one or more visual effects have been applied to the one or more images to a resolution that is greater than or equal to the first resolution.
A machine-readable medium having stored thereon a set of instructions, which if performed by one or more processors, cause the one or more processors to at least:
- cause one or more visual effects to be applied to one or more images having a resolution that is less than a first resolution and upscaling the one or more images after the one or more visual effects have been applied to the one or more images to a resolution that is greater than or equal to the first resolution.
An image generation system, comprising:
- one or more processors to cause one or more visual effects to be applied to one or more images having a resolution that is less than a first resolution and upscaling the one or more images after the one or more visual effects have been applied to the one or more images to a resolution that is greater than or equal to the first resolution;
- and
- memory for storing network parameters for the one or more neural networks.
Dependencies are inferred from the claim text.