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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.:

US 12026786 B1

PDFFull Text
Date of Patent:
Jul. 02, 2024

Filed:

Apr. 26, 2023

Technologies for using image data analysis to assess and classify hail damage

Applicant:

State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);

Inventors:

Marigona Bokshi-Drotar, McKinney, TX (US);

Jing Wan, Allen, TX (US);

Sandra Kane, Garland, TX (US);

Yuntao Li, Champaign, IL (US);

Assignee:

State Farm Mutual Automobile Insurance Company, Bloomington, IL (US);

Attorney:

Lee & Hayes, P.C.

Primary Examiner:

Geoffrey E Summers

Int. Cl.
CPC ...
G06Q 40/08 (2012.01); G06F 18/214 (2023.01); G06N 3/08 (2023.01); G06Q 50/16 (2012.01); G06T 7/00 (2017.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/54 (2022.01); G06V 10/56 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/10 (2022.01); G06V 20/17 (2022.01);
U.S. Cl.
CPC ...
G06Q 40/08 (2013.01); G06F 18/2148 (2023.01); G06N 3/08 (2013.01); G06Q 50/16 (2013.01); G06T 7/0002 (2013.01); G06V 10/25 (2022.01); G06V 10/26 (2022.01); G06V 10/54 (2022.01); G06V 10/56 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 20/10 (2022.01); G06V 20/176 (2022.01); G06T 2207/20084 (2013.01); G06V 20/17 (2022.01);
Abstract

Systems and methods for analyzing image data to assess property damage are disclosed. According to certain aspects, a server may analyze segmented digital image data of a roof of a property using a convolutional neural network (CNN). The server may extract a set of features from a set of regions output by the CNN. Additionally, the server may analyze the set of features using an additional image model to generate a set of outputs indicative of a confidence level that actual hail damage is depicted in the set of regions.

Find Patent Forward Citations

Bokshi-Drotar, Marigona. (2024). Technologies for using image data analysis to assess and classify hail damage (U.S. Patent No. 12026786). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12026786

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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