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:
May. 25, 2021

Filed:

Dec. 18, 2020
Applicant:

Retrocausal, Inc., Sammamish, WA (US);

Inventors:

Muhammad Zeeshan Zia, Sammamish, WA (US);

Quoc-Huy Tran, Redmond, WA (US);

Andrey Konin, Redmond, WA (US);

Sanjay Haresh, Karachi, PK;

Sateesh Kumar, Karachi, PK;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/73 (2017.01); G09B 19/00 (2006.01); G06K 9/00 (2006.01); G06N 3/08 (2006.01); G06N 3/06 (2006.01); G09B 5/06 (2006.01); H04N 5/77 (2006.01);
U.S. Cl.
CPC ...
G09B 19/003 (2013.01); G06K 9/00718 (2013.01); G06K 9/00744 (2013.01); G06K 9/00765 (2013.01); G06N 3/06 (2013.01); G06N 3/08 (2013.01); G06T 7/73 (2017.01); G09B 5/065 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/30241 (2013.01); H04N 5/77 (2013.01);
Abstract

A system for building computational models of a goal-driven task from demonstration is disclosed. A task recording subsystem receives a recorded video file or recorded sensor data representative of an expert demonstration for a task. An instructor authoring tool generates one or more sub-activity proposals; enables an instructor to specify one or more sub-activity labels upon modification of the one or more sub-activity proposals into one or more sub-tasks. A task learning subsystem learns the one or more sub-tasks represented in the demonstration of the task; builds an activity model to predict and locate the task being performed in the recorded video file. A task evaluation subsystem evaluates a live video representative of the task; generates at least one performance description statistics; identifies a type of activity step executed by the one or more actors; provides an activity guidance feedback in real-time to the one or more actors.


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