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:
Jan. 17, 2023

Filed:

Apr. 27, 2021
Applicant:

Argo Ai, Llc, Pittsburgh, PA (US);

Inventors:

Ming-Fang Chang, Santa Clara, CA (US);

FNU Ratnesh Kumar, Campbell, CA (US);

De Wang, Pittsburgh, PA (US);

James Hays, Decatur, GA (US);

Assignee:

ARGO AI, LLC, Pittsburgh, PA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06V 20/58 (2022.01); G06T 7/70 (2017.01); G01S 17/894 (2020.01);
U.S. Cl.
CPC ...
G06V 20/58 (2022.01); G01S 17/894 (2020.01); G06T 7/70 (2017.01); G06T 2207/10028 (2013.01); G06T 2207/20072 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30261 (2013.01); G06V 2201/07 (2022.01);
Abstract

Systems and methods for operating an autonomous vehicle. The methods comprising: obtaining, by a computing device, loose-fit cuboids overlaid on 3D graphs so as to each encompass LiDAR data points associated with a given object; defining, by the computing device, an amodal cuboid based on the loose-fit cuboids; using, by the computing device, the amodal cuboid to train a machine learning algorithm to detect objects of a given class using sensor data generated by sensors of the autonomous vehicle or another vehicle; and causing, by the computing device, operations of the autonomous vehicle to be controlled using the machine learning algorithm.


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