CPC G06T 7/50 (2017.01) [G06N 3/045 (2023.01); G06T 7/70 (2017.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01)] | 20 Claims |
1. A prediction system for depth prediction comprising:
a processor;
a memory storing instructions that, when executed by the processor, cause the processor to:
encode, by a style model, an input image to identify content information and identify style information, wherein the content information identifies type features about objects within the input image and the content information is separated from the style information that identifies style features about the objects;
decode, by the style model separate from the style features, the content information into an albedo component and a shading component that generates a lighter representation of the input image;
generate, by the style model, a synthetic image using the albedo component and the shading component; and
provide the synthetic image to a depth model.
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