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. 07, 2025

Filed:

Dec. 22, 2022
Applicant:

Zoox, Inc., Foster City, CA (US);

Inventors:

Subhasis Das, Menlo Park, CA (US);

Shida Shen, San Mateo, CA (US);

Assignee:

Zoox, Inc., Foster City, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/56 (2022.01); G06F 18/21 (2023.01); G06F 18/24 (2023.01); G06F 18/25 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06T 7/277 (2017.01); H04W 4/44 (2018.01);
U.S. Cl.
CPC ...
G06F 18/217 (2023.01); G06F 18/24 (2023.01); G06F 18/25 (2023.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 7/277 (2017.01); G06V 20/56 (2022.01); H04W 4/44 (2018.02); G06T 2207/10028 (2013.01); G06T 2207/10044 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30252 (2013.01);
Abstract

Techniques are disclosed for a covariance model that may generate observation covariances based on observation data of object detections. Techniques may include determining observation data for an object detection of an object represented in sensor data, determining that track data of a track is associated with the object, and inputting the observation data associated with the object detection into a machine-learned model configured to output a covariance (a covariance model). The covariance model may output one or more observation covariance values for the observation data. In some examples, the techniques may include determining updated track data based on the track data, the one or more observation covariance values, and the observation data.


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