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.
Patent No.:
Date of Patent:
Jun. 01, 2021
Filed:
Dec. 10, 2018
Applicant:
Intel Corporation, Santa Clara, CA (US);
Inventors:
Koba Natroshvili, Wadlbronn, DE;
Kay-Ulrich Scholl, Malsch, DE;
Assignee:
INTEL CORPORATION, Santa Clara, CA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06T 7/246 (2017.01); G06T 7/50 (2017.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06K 9/46 (2006.01);
U.S. Cl.
CPC ...
G06T 7/251 (2017.01); G06K 9/4628 (2013.01); G06K 9/627 (2013.01); G06K 9/6288 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/0481 (2013.01); G06N 3/084 (2013.01); G06T 7/50 (2017.01); G06T 2207/20084 (2013.01);
Abstract
A mechanism is described for facilitating depth and motion estimation in machine learning environments, according to one embodiment. A method of embodiments, as described herein, includes receiving a frame associated with a scene captured by one or more cameras of a computing device; processing the frame using a deep recurrent neural network architecture, wherein processing includes simultaneously predicating values associated with multiple loss functions corresponding to the frame; and estimating depth and motion based the predicted values.