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Patent drawing for Synthetic data generation using viewpoint augmentation for autonomous systems and applications
US 20,240,362,897 A1
Computer vision US 20,240,362,897 A1 Not in force

Synthetic data generation using viewpoint augmentation for autonomous systems and applications

This invention describes a method for a computer program to generate new views of a scene from different angles. It takes a series of existing images, like frames from a video, and uses one image to predict what the scene would look like from a new perspective. The program then compares its prediction with another actual image from the sequence and uses depth information to refine its ability to create accurate new viewpoints.

Why it matters: Filed as generative AI for computer vision was rapidly advancing. The continued improvements in neural rendering techniques and more efficient training methodologies since 2024 could make implementing and scaling such a synthetic data generation system more feasible and performant now.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedDeep learning software system

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