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.

Date of Patent:
Jan. 07, 2025

Filed:

Dec. 18, 2020
Applicant:

Mitchell International, Inc., San Diego, CA (US);

Inventors:

Jerry Gastineau, San Diego, CA (US);

Niv Genchel, San Diego, CA (US);

Julian Louis, San Diego, CA (US);

Beau Sullivan, San Diego, CA (US);

Assignee:

Mitchell International, Inc., San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 40/00 (2023.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06Q 10/0875 (2023.01); G06Q 10/20 (2023.01); G06Q 30/018 (2023.01); G06Q 30/02 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0278 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06Q 10/0875 (2013.01); G06Q 10/20 (2013.01); G06Q 30/018 (2013.01);
Abstract

A method, non-transitory computer readable medium, and apparatus that improves automated damage appraisal includes analyzing one or more obtained images of property using a deep neural network with multiple hidden layers of units between an input and output and which has stored knowledge data encoded from one or more stored property damage images to identify the part of the vehicle that has sustained damage. Damage data on an extent of the damage in the identified part of the vehicle is determined using the deep neural network which has stored knowledge data encoded from one or more stored property damage images. The identified generic part of the vehicle is used to obtain a corresponding Part ID Code by using a parts dictionary. Part Qualifier information obtained using VIN information is then used in conjunction with the Part ID to obtain the OEM-specific part and then generate one or more repair lines for the repair estimate.


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