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:
Dec. 05, 2023

Filed:

Oct. 26, 2020
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Manoj Kilaru, Hyderabad, IN;

Vishwa Vinay, Bangalore, IN;

Vidit Jain, Delhi, IN;

Shaurya Goel, Hisar, IN;

Ryan A. Rossi, Santa Clara, CA (US);

Pratyush Garg, New Delhi, IN;

Nedim Lipka, Campbell, CA (US);

Harkanwar Singh, Patiala, IN;

Assignee:

Adobe Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/55 (2019.01); G06N 20/00 (2019.01); G06F 16/583 (2019.01); G06F 16/54 (2019.01); G06F 40/47 (2020.01); G06F 40/30 (2020.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06F 16/5854 (2019.01); G06F 16/54 (2019.01); G06F 16/55 (2019.01); G06F 18/214 (2023.01); G06F 40/30 (2020.01); G06F 40/47 (2020.01); G06N 20/00 (2019.01);
Abstract

In implementations of systems for generating occurrence contexts for objects in digital content collections, a computing device implements a context system to receive context request data describing an object that is depicted with additional objects in digital images of a digital content collection. The context system generates relationship embeddings for the object and each of the additional objects using a representation learning model trained to predict relationships for objects. A relationship graph is formed for the object that includes a vertex for each relationship between the object and the additional objects indicated by the relationship embeddings. The context system clusters the vertices of the relationship graph into contextual clusters that each represent an occurrence context of the object in the digital images of the digital content collection. The context system generates, for each contextual cluster, an indication of a respective occurrence context for the object for display in a user interface.


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