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:
Oct. 28, 2025

Filed:

Sep. 06, 2022
Applicant:

Milestone Systems A/s, Brøndby, DK;

Inventor:

Kamal Nasrollahi, Brøndby, DK;

Assignee:

MILESTONE SYSTEMS A/S, Brøndby, DK;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/52 (2022.01); G06N 20/00 (2019.01); G06T 7/194 (2017.01); G06T 7/70 (2017.01); G06T 17/00 (2006.01); G06V 10/774 (2022.01);
U.S. Cl.
CPC ...
G06V 20/52 (2022.01); G06N 20/00 (2019.01); G06T 7/194 (2017.01); G06T 7/70 (2017.01); G06T 17/00 (2013.01); G06V 10/7747 (2022.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06V 2201/07 (2022.01);
Abstract

A method of training a machine learning algorithm to identify objects or activities in video surveillance data comprises generating a 3D simulation of a real environment from video surveillance data captured by at least one video surveillance camera installed in the real environment. Objects or activities are synthesized within the simulated 3D environment and the synthesized objects or activities within the simulated 3D environment are used as training data to train the machine learning algorithm to identify objects or activities, wherein the synthesized objects or activities within the simulated 3D environment used as training data are all viewed from the same viewpoint in the simulated 3D environment.


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