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:
Jan. 17, 2023

Filed:

Sep. 30, 2021
Applicant:

Microsoft Technology Licensing, Llc;

Inventors:

Ji Li, San Jose, CA (US);

Mingxi Cheng, Los Angeles, CA (US);

Fatima Zohra Daha, Santa Clara, CA (US);

Amit Srivastava, San Jose, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/0482 (2013.01); G06F 3/01 (2006.01); G06N 3/04 (2006.01); G06V 40/20 (2022.01); G06V 40/10 (2022.01);
U.S. Cl.
CPC ...
G06F 3/017 (2013.01); G06N 3/049 (2013.01); G06V 40/107 (2022.01); G06V 40/28 (2022.01);
Abstract

A method and system for generating training data for training a gesture detection machine-learning (ML) model includes receiving a request to generate training data for the gesture detection model, the training data being associated with a target gesture, retrieving data associated with an original gesture, the original gesture being a gesture made using a body part, retrieving skeleton data associated with the target gesture, the skeleton data displaying a skeleton representative of the body part and the skeleton displaying the target gesture, aligning a location of the body part in the data with a location of the skeleton in the skeleton data, providing the aligned data and the skeleton data to an ML model for generating a target data that displays the target gesture, receiving the target data as an output from the ML model, the target data preserving a visual feature of the data and displaying the target gesture, and providing the target data to the gesture detection ML model.


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