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:
Dec. 13, 2022

Filed:

Apr. 26, 2021
Applicant:

Cdw Llc, Vernon Hills, IL (US);

Inventors:

Colin R. Vallance, Chicago, IL (US);

Michael Alan Robinson, Clinton, OH (US);

Forrest Weinberg, Northridge, CA (US);

Sankar Nair, Federal Way, WA (US);

Assignee:

CDW LLC, Vernon Hills, IL (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/46 (2006.01); G06V 20/58 (2022.01); G06T 7/73 (2017.01); G06N 20/00 (2019.01); G08G 1/14 (2006.01); G06V 10/44 (2022.01);
U.S. Cl.
CPC ...
G06V 20/586 (2022.01); G06N 20/00 (2019.01); G06T 7/74 (2017.01); G06V 10/44 (2022.01); G08G 1/144 (2013.01); G08G 1/146 (2013.01); G06T 2207/30264 (2013.01); G06T 2210/12 (2013.01); G06V 2201/08 (2022.01);
Abstract

A system includes a processor and a memory storing instructions that, when executed by the processor cause the system to generate a machine learning model; generate an artificial neural network; analyze an image of a parking area using a spot detection machine learning model; analyze the image of the parking area using a vehicle detection machine learning model; and classify a parking space as available when an area of intersection does not exceed a predetermined value. A method includes analyzing an image of a parking area using a first machine learning model; analyzing the image of the parking area using second machine learning model; and classifying a parking space as available when an area of intersection does not exceed a predetermined value. A method includes generating a spot detection machine learning model; and generating, by analyzing a plurality of labeled images, an artificial neural network.


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