Patent ID: 11941081
Assignee: TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A non-transitory computer-readable medium for improving object perception comprising:
instructions that when executed by a processor cause the processor to:
encode, by a style model, an input image to identify first content information and identify style information, wherein the first content information is separated from the style information that identifies style features about objects within the input image;
decode, by the style model separate from the style features, the first content information into an albedo component and a shading component;
generate, by the style model, a synthetic image using the albedo component and the shading component; and
train the style model according to computed losses between the input image and the synthetic image, the computed losses including a synthetic loss from synthetic style generated with the synthetic image.