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:
Jul. 27, 2021

Filed:

Feb. 01, 2017
Applicant:

See-out Pty Ltd., Kelvin Grove, AU;

Inventors:

Sandra Mau, Pittsburgh, PA (US);

Sabesan Sivapalan, Kelvin Grove, AU;

Assignee:

SEE-OUT PTY LTD., Kelvin Grove, AU;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06F 16/55 (2019.01); G06F 16/583 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6259 (2013.01); G06F 16/55 (2019.01); G06F 16/583 (2019.01); G06K 9/6277 (2013.01); G06K 9/6292 (2013.01); G06N 3/08 (2013.01);
Abstract

A method of training an image classification model includes obtaining training images associated with labels, where two or more labels of the labels are associated with each of the training images and where each label of the two or more labels corresponds to an image classification class. The method further includes classifying training images into one or more classes using a deep convolutional neural network, and comparing the classification of the training images against labels associated with the training images. The method also includes updating parameters of the deep convolutional neural network based on the comparison of the classification of the training images against the labels associated with the training images.


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