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:
Nov. 04, 2025

Filed:

Aug. 18, 2022
Applicant:

Tesla, Inc., Austin, TX (US);

Inventors:

John Emmons, Austin, TX (US);

Danny Hung, Austin, TX (US);

Ethan Knight, Austin, TX (US);

Lane Mcintosh, Austin, TX (US);

Assignee:

Tesla, Inc., Austin, TX (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06V 20/58 (2022.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06V 20/58 (2022.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for a vision-based machine learning model for autonomous driving with adjustable virtual camera. An example method includes obtaining images from a multitude of image sensors positioned about a vehicle. Features associated with the images are determined, with the features being output based on a forward pass through a first portion of a machine learning model. The features are projected into a vector space associated with a virtual camera at a particular height. The projected features are aggregated with other projected features associated with prior images. A plurality of objects which are positioned according to the virtual camera are determined.


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