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:
Jun. 22, 2021

Filed:

Jan. 21, 2021
Applicant:

Advanced New Technologies Co., Ltd., Grand Cayman, KY;

Inventor:

Juan Xu, Hangzhou, CN;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06N 3/08 (2006.01); G06T 7/174 (2017.01); G07C 5/08 (2006.01);
U.S. Cl.
CPC ...
G06T 7/001 (2013.01); G06N 3/08 (2013.01); G06T 7/174 (2017.01); G07C 5/0808 (2013.01);
Abstract

One embodiment provides a method and system for performing segmentation on vehicle damage images. During operation, the system obtains a plurality of labeled segmentation and target detection samples. A labeled segmentation sample includes an image of a target object, a classification of the target object, and an outline of the target object; and a labeled target detection sample includes an image of a target object and a classification of the target object. The system trains a segmentation model, which comprises determining, based on labeled segmentation samples, mapping between a target detection parameter associated with target objects of a classification and a target segmentation parameter associated with outlines of the target objects; determining a target detection parameter for each classification; and obtaining a target segmentation parameter for each classification based on the corresponding target detection parameter and mapping, thereby determining the segmentation model for performing segmentation on vehicle damage images.


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