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:
Nov. 10, 2020

Filed:

Apr. 05, 2018
Applicant:

Petuum Inc., Pittsburgh, PA (US);

Inventors:

Zhiting Hu, Pittsburgh, PA (US);

Eric Xing, Pittsburgh, PA (US);

Chenyu Wang, Pittsburgh, PA (US);

Assignee:

PETUUM INC., Pittsburgh, PA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06T 5/00 (2006.01); G06T 5/50 (2006.01); G06T 11/00 (2006.01);
U.S. Cl.
CPC ...
G06T 5/005 (2013.01); G06T 5/50 (2013.01); G06T 11/00 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20092 (2013.01);
Abstract

A system for manipulating images according to styles chosen by a user includes a feed-forward image manipulation model for everyday use and an optimization image manipulation model for more professional use. The optimization image manipulation model optimizes directly over output image pixels to minimize both the content loss and style loss. Users can select their own content and style images, and can choose between using the feed-forward image manipulation model and optimization image manipulation model.


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