Patent ID: 11886541
Assignee: FORD MOTOR COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for training an image analysis system comprising:
generating one or more nominal images of at least a portion of a digital twin of an environment, wherein the digital twin is a virtual representation of the environment, and wherein the one or more nominal images are based on a field of view of an image sensor of the digital twin and one or more nominal characteristics of one or more components of the digital twin;
defining one or more anomalous characteristics of the one or more components;
generating one or more anomalous images of the portion of the digital twin of the environment based on the field of view and the one or more anomalous characteristics;
performing a tessellation routine and a texture mapping routine on the one or more nominal images and the one or more anomalous images to generate a plurality of synthetic images; and
labeling, for each synthetic image from among the plurality of synthetic images, the synthetic image as one of an anomalous type, a nominal type, or a combination thereof.