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:
Oct. 20, 2026

Filed:

Oct. 16, 2023
Applicant:

Pinterest, Inc., San Francisco, CA (US);

Inventors:

Nadia Fawaz, Santa Clara, CA (US);

Anh Tuong Ta, Orinda, CA (US);

Rohan Mahadev, New York, NY (US);

Bhawna Juneja, Belmont, CA (US);

Pedro Silva Do Nascimento Neto, San Jose, CA (US);

Sujay Khandagale, Sunnyvale, CA (US);

Kevin Bannerman Hutchful, San Francisco, CA (US);

Assignee:

Pinterest, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/764 (2022.01); G06F 16/58 (2019.01); G06T 7/90 (2017.01);
U.S. Cl.
CPC ...
G06V 10/764 (2022.01); G06F 16/5866 (2019.01); G06T 7/90 (2017.01); G06T 2207/10024 (2013.01);
Abstract

Described are systems and methods to determine body types of individuals represented in content items. The determined body types may be associated with the content items to facilitate indexing, filtering, diversifying, etc. of the content items based on the determined body types. In exemplary implementations, a corpus of content items may be associated with an embedding vector that includes a representation of the content item. The embedding vectors associated with each content item can be provided as inputs to a trained machine learning model, which can process the embedding vectors to determine one or more body types of individuals represented in each content item while eliminating the need for performing image pre-processing prior to determination of the body type(s) presented in the content item.


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Fawaz, Nadia. (2026). Body type classification of content (U.S. Patent No. 12770368). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770368

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