The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Nov. 22, 2022
Filed:
Sep. 24, 2020
State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);
Ryan Knuffman, Danvers, IL (US);
STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY, Bloomington, IL (US);
Abstract
A generative adversarial network (GAN) is manufactured by a process including obtaining a three-dimensional (3D) point cloud, extracting a region from the 3D point cloud, the region corresponding to a gap, analyzing the extracted region to generate a loss, backpropagating the loss, and updating weights of the GAN. A computer-implemented method for training a GAN includes obtaining a 3D point cloud, extracting a region from the 3D point cloud, the region corresponding to a gap, analyzing the extracted region to generate a loss, backpropagating the loss, and updating weights of the GAN. A server includes a processor and a memory storing instructions that, when executed by the processor, cause the server to obtain a 3D point cloud, extract a region from the 3D point cloud, the region corresponding to a gap, analyze the extracted region to generate a loss, backpropagate the loss, and update weights of the GAN.