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:
Mar. 14, 2023

Filed:

Dec. 11, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Wallas Henrique Sousa Dos Santos, Rio de Janeiro, BR;

Emilio Ashton Vital Brazil, Rio de Janeiro, BR;

Vagner Figueredo de Santana, São Paulo, BR;

Marcio Ferreira Moreno, Rio de Janeiro, BR;

Renato Fontoura de Gusmao Cerqueira, Barra da Tijuca, BR;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 19/00 (2011.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06T 19/003 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 2219/004 (2013.01);
Abstract

Embodiments of the invention are directed to a computer-implemented method of generating a pathway recommendation. The computer-implemented method includes using a processor system to generate an intermediate three-dimensional (3D) virtual reality (VR) environment of a target environment. A machine learning algorithm is used to perform a machine learning task on the intermediate 3D VR environment to generate machine learning task results including predicted features of interest (FOI) and FOI annotations for the intermediate 3D VR environment. The processor system is used to generate, based at least in part on the machine learning task results, the pathway recommendation configured to assist a user with navigating and interpreting a 3D VR environment including the intermediate 3D VR environment having the pathway recommendation.


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