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:
Aug. 15, 2023

Filed:

Jun. 18, 2020
Applicant:

Nvidia Corporation, Santa Clara, CA (US);

Inventors:

Derek Thomas Miller, Palo Alto, CA (US);

Yu Zhang, Sunnyvale, CA (US);

Lin Yang, San Carlos, CA (US);

Assignee:

NVIDIA CORPORATION, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/00 (2023.01); G06N 3/08 (2023.01); B60W 60/00 (2020.01); G06V 20/58 (2022.01); G06F 18/23 (2023.01); G06V 10/82 (2022.01); G06V 20/64 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); B60W 60/001 (2020.02); G06F 18/23 (2023.01); G06V 10/82 (2022.01); G06V 20/582 (2022.01); G06V 20/64 (2022.01); B60W 2420/52 (2013.01);
Abstract

According to an aspect of an embodiment, operations may comprise receiving a point cloud representing a region. The operations may also comprise identifying a cluster of points in the point cloud having a higher intensity than points outside the cluster of points. The operations may also comprise determining a bounding box around the cluster of points. The operations may also comprise identifying a traffic sign within the bounding box. The operations may also comprise projecting the bounding box to coordinates of an image of the region captured by a camera. The operations may also comprise employing a deep learning model to classify a traffic sign type of the traffic sign in a portion of the image within the projected bounding box. The operations may also comprise storing information regarding the traffic sign and the traffic sign type in a high definition (HD) map of the region.


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