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. 20, 2024

Filed:

Dec. 16, 2020
Applicant:

Insurance Services Office, Inc., Jersey City, NJ (US);

Inventors:

Maneesh Kumar Singh, Lawrenceville, NJ (US);

Sina Ditzel, Leuven, BE;

Assignee:

Insurance Services Office, Inc., Jersey City, NJ (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01); G06T 11/20 (2006.01); G06V 10/25 (2022.01); G06V 10/764 (2022.01); G06V 20/64 (2022.01);
U.S. Cl.
CPC ...
G06T 11/00 (2013.01); G06F 18/2431 (2023.01); G06N 20/00 (2019.01); G06T 11/20 (2013.01); G06V 10/25 (2022.01); G06V 10/764 (2022.01); G06V 20/64 (2022.01); G06T 2210/12 (2013.01);
Abstract

Computer vision systems and methods for object detection with reinforcement learning are provided. The system includes a reinforcement learning agent configured to detect an object pertaining to a target object class and a plurality of objects pertaining to different target object classes, such that the reinforcement learning agent determines a bounding box for each of the detected of objects. The system first sets parameters of the reinforcement learning agent. The system then detects an object and/or objects in an image based on the set parameters. Finally, the system determines a bounding box and/or bounding boxes for each of the detected objects.


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