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. 03, 2024

Filed:

Nov. 26, 2021
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Ashish Rajendra Rathi, San Jose, CA (US);

Michele Donini, Berlin, DE;

Tyler Stephen Hill, Los Altos, CA (US);

Krishnaram Kenthapadi, Sunnyvale, CA (US);

Xinyu Liu, Santa Clara, CA (US);

Pinar Altin Yilmaz, Palo Alto, CA (US);

Muhammad Bilal Zafar, Berlin, DE;

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/70 (2022.01); G06T 7/10 (2017.01); G06V 10/764 (2022.01); G06V 10/77 (2022.01); G06V 20/50 (2022.01);
U.S. Cl.
CPC ...
G06V 10/87 (2022.01); G06T 7/10 (2017.01); G06V 10/764 (2022.01); G06V 10/768 (2022.01); G06V 10/7715 (2022.01); G06V 20/50 (2022.01);
Abstract

Explanation jobs may be performed for computer vision tasks. A request to execute an explanation job for a computer vision machine learning model may be received. The execution job may be performed, including extracting different features from the image, determining the respective relative importance values of the different features on inferences generated by the computer vision machine learning model. The result of the explanation job, including the generated heat maps may be provided.


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