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. 23, 2021

Filed:

Dec. 22, 2017
Applicant:

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

Inventors:

Conglei Shi, Yorktown Heights, NY (US);

Yinglong Xia, Rye Brook, NY (US);

Jui-Hsin Lai, White Plains, NY (US);

Yu Ma, White Plains, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); A61B 5/00 (2006.01); G09B 19/00 (2006.01); A61B 5/0488 (2006.01); A61B 5/11 (2006.01); G06F 1/16 (2006.01); A61B 5/04 (2006.01); G06N 20/00 (2019.01); G02C 11/00 (2006.01);
U.S. Cl.
CPC ...
A61B 5/4866 (2013.01); A61B 5/0013 (2013.01); A61B 5/0077 (2013.01); A61B 5/04012 (2013.01); A61B 5/0488 (2013.01); A61B 5/1128 (2013.01); G06F 1/163 (2013.01); G06N 20/00 (2019.01); G09B 19/0092 (2013.01); A61B 5/04884 (2013.01); A61B 5/4205 (2013.01); A61B 5/4542 (2013.01); A61B 5/6803 (2013.01); A61B 5/7267 (2013.01); G02C 11/10 (2013.01);
Abstract

Method and apparatus for monitoring eating behavior are disclosed. A wearable device including an imaging sensor, an electromyography (EMG) sensor, and a processing unit is configured to collect EMG data via the EMG sensor, transmit the EMG data to a computing device, receive a control signal to capture one or more images via the imaging sensor, capture, one or more images, and transmit the one or more images. A computing device is disclosed including a processor and a memory containing a machine learning model and computer program code that, when executed, performs an operation. The operation includes receiving EMG data, processing the EMG data as input to a trained machine learning model, transmitting the control signal to capture one or more images via the imaging sensor, receiving the one or more images, and determining nutritional content of the food or beverage using the one or more images.


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