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:

Sep. 11, 2019
Applicant:

Foresight Ai Inc., Los Gatos, CA (US);

Inventors:

Matheen Siddiqui, Long Beach, CA (US);

Cheng-Yi Lin, Santa Clara, CA (US);

Chang Yuan, Los Gatos, CA (US);

Assignee:

Foresight AI Inc., Los Gatos, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
B60W 50/06 (2006.01); G06N 3/08 (2006.01); G05B 13/02 (2006.01); G06T 7/20 (2017.01); G06V 20/40 (2022.01); B60W 50/00 (2006.01);
U.S. Cl.
CPC ...
B60W 50/06 (2013.01); G05B 13/027 (2013.01); G06N 3/08 (2013.01); G06T 7/20 (2013.01); G06V 20/41 (2022.01); B60W 2050/0075 (2013.01); B60W 2556/45 (2020.02); G06T 2207/10016 (2013.01); G06T 2207/10032 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30252 (2013.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a driving scenario machine learning network and providing a simulated driving environment. One of the operations is performed by receiving video data that includes multiple video frames depicting an aerial view of vehicles moving about an area. The video data is processed and driving scenario data is generated which includes information about the dynamic objects identified in the video. A machine learning network is trained using the generated driving scenario data. A 3-dimensional simulated environment is provided which is configured to allow an autonomous vehicle to interact with one or more of the dynamic objects.


Find Patent Forward Citations

Loading…