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:
Sep. 19, 2023

Filed:

Apr. 27, 2023
Applicant:

Contemporary Amperex Technology Co., Limited, Ningde, CN;

Inventors:

Annan Shu, Ningde, CN;

Guannan Jiang, Ningde, CN;

Zhiyu Wang, Ningde, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06V 10/774 (2022.01); G06T 7/00 (2017.01); G06V 10/764 (2022.01); G06V 10/44 (2022.01); G06V 10/74 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06T 7/0004 (2013.01); G06V 10/44 (2022.01); G06V 10/761 (2022.01); G06V 10/764 (2022.01); G06T 2207/20081 (2013.01); G06T 2207/30108 (2013.01);
Abstract

A method for training a cell defect detection model includes training a defect classification model that includes an output layer using a plurality of first sample images so that a defect classification model obtained through training is capable of predicting a plurality of first-preset-category defects of a cell, inputting a second sample image to a defect classification model with at least an output layer removed to obtain a sample feature vector of the second sample image, inputting the sample feature vector of the second sample image to a backbone model to obtain a predicted defect classification result of the second sample image, and adjusting, based on a second-preset-category defect and the predicted defect classification result of the second sample image, parameters of the backbone model and the defect classification model with at least the output layer removed.


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