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:
Jul. 07, 2020

Filed:

Mar. 28, 2018
Applicant:

Nvidia Corporation, Santa Clara, CA (US);

Inventors:

Nikolai Smolyanskiy, Seattle, WA (US);

Alexey Kamenev, Bellevue, WA (US);

Jeffrey David Smith, Duvall, WA (US);

Stanley Thomas Birchfield, Sammamish, WA (US);

Assignee:

NVIDIA Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05D 1/00 (2006.01); G05D 1/02 (2020.01); B62D 6/00 (2006.01); G06N 3/08 (2006.01); G06N 7/00 (2006.01); B62D 15/02 (2006.01); G06K 9/00 (2006.01); G06K 9/62 (2006.01); G05D 1/10 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G05D 1/0088 (2013.01); B62D 6/001 (2013.01); B62D 15/025 (2013.01); G05D 1/024 (2013.01); G05D 1/0221 (2013.01); G05D 1/0242 (2013.01); G05D 1/0246 (2013.01); G05D 1/0255 (2013.01); G05D 1/0257 (2013.01); G05D 1/0268 (2013.01); G05D 1/102 (2013.01); G06K 9/00 (2013.01); G06K 9/00791 (2013.01); G06K 9/00986 (2013.01); G06K 9/6273 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 7/005 (2013.01); G05D 2201/0213 (2013.01);
Abstract

A method, computer readable medium, and system are disclosed for performing autonomous path navigation using deep neural networks. The method includes the steps of receiving image data at a deep neural network (DNN), determining, by the DNN, both an orientation of a vehicle with respect to a path and a lateral position of the vehicle with respect to the path, utilizing the image data, and controlling a location of the vehicle, utilizing the orientation of the vehicle with respect to the path and the lateral position of the vehicle with respect to the path.


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