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:
Feb. 01, 2022

Filed:

Sep. 24, 2019
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Oliver Thomas Ruepp, Baierbrunn, DE;

Vimal Thilak, Daly City, CA (US);

Assignee:

APPLE INC., Cupertino, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/32 (2006.01); G06T 3/60 (2006.01); G06K 9/46 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06T 7/73 (2017.01);
U.S. Cl.
CPC ...
G06K 9/3208 (2013.01); G06K 9/4604 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06T 3/60 (2013.01); G06T 7/73 (2017.01); G06T 2207/20084 (2013.01); G06T 2207/30244 (2013.01);
Abstract

In one implementation, a method includes: obtaining an input image, wherein the input image is captured by an image sensor having a rotational orientation with respect to a direction of gravity; obtaining a gravity direction estimation associated with the rotational orientation of the sensor; generating, from the input image, a rotationally preprocessed input image by applying one or more transformations to the input image based on the gravity direction estimation; providing the rotationally preprocessed input image to the machine learning sub-system; and identifying, using the machine learning sub-system, a visual feature within the rotationally preprocessed input image.


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