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:
Nov. 08, 2022

Filed:

Jul. 11, 2019
Applicant:

Shenzhen Malong Technologies Co., Ltd., Shenzhen, CN;

Inventors:

Sheng Guo, Shenzhen, CN;

Weilin Huang, Shenzhen, CN;

Matthew Robert Scott, Shenzhen, CN;

Luchen Liu, Shenzhen, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06F 17/15 (2006.01); G06K 9/62 (2022.01); G06F 17/18 (2006.01); G06V 20/20 (2022.01);
U.S. Cl.
CPC ...
G06N 3/0472 (2013.01); G06F 17/15 (2013.01); G06F 17/18 (2013.01); G06K 9/628 (2013.01); G06N 3/0481 (2013.01); G06V 20/20 (2022.01);
Abstract

Methods and systems are provided for generating a multi-label classification system. The multi-label classification system can use a multi-label classification neural network system to identify one or more labels for an image. The multi-label classification system can explicitly take into account the relationship between classes in identifying labels. A relevance sub-network of the multi-label classification neural network system can capture relevance information between the classes. Such a relevance sub-network can decouple independence between classes to focus learning on relevance between the classes.


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