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. 07, 2020

Filed:

Aug. 07, 2018
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Md Faisal Zaman, Drumcondra, IE;

Perikles Rammos, Dublin, IE;

Cian O'Hagan, County Dublin, IE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/03 (2006.01); G06N 20/00 (2019.01); G05D 1/02 (2020.01); G06T 3/40 (2006.01); G06T 5/50 (2006.01); G06T 7/00 (2017.01); G06T 7/11 (2017.01);
U.S. Cl.
CPC ...
G06K 9/036 (2013.01); G05D 1/0246 (2013.01); G06N 20/00 (2019.01); G06T 3/40 (2013.01); G06T 5/50 (2013.01); G06T 7/0002 (2013.01); G06K 2209/23 (2013.01); G06T 7/11 (2017.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30168 (2013.01); G06T 2207/30252 (2013.01);
Abstract

A device obtains an image and generates, based on the image and using an image generation model, a set of candidate images for object recognition. The device determines, based on the set of candidate images and using an image evaluation model, that one or more candidate images, of the set of candidate images, are processed during image generation and using the image generation model to improve a resolution of the image. The device determines image embeddings for the one or more candidate images and based on the image, and determines an embeddings error for the one or more candidate images based on the image embeddings and the image. The device determines an identification of a feature of the image based on the image embeddings and the embeddings error, and performs an action relating to the identification of the feature based on determining the identification of the feature.


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