Patent · US Active

Image classification and labeling

US11074478B2 · kind B2 · utility

3Cited by

0References

17Claims

0Family size

Assignee

SEE-OUT PTY LTD · AU

Inventors

Sandra Mau · Pittsburgh, US
Sabesan Sivapalan · Normanby, AU

Key dates

Filing date	Feb 1, 2017
Grant date	Jul 27, 2021
Priority date	—
Expiry date	Jan 7, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06V20/70
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.