Streaming Analytics of Human Body Movement Data

Patent №

US 11,172,818

Granted

2021-11-16

Filed 2018

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16055345

Large amounts of human body movement data may be collected, possibly via streaming data, from one or more sensors worn by a user. The data may be analyzed along with other classification data to generate feedback for the user or for other interested people (e.g., a trainer, a coach, a team member, health professional, etc.). The analysis may utilize one or more machine learning (ML) algorithms that use training data to create one or more ML models. When a user is evaluated after receiving feedback, accuracy of the feedback may be evaluated and fed back to the ML model to continue training the ML model(s).

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG09B 19/003A61B 5/0002A61B 5/112A61B 5/7267G06F 3/011G06F 18/24G06N 20/00G06T 7/20+3 more

AI classification

Machine learning1.00
Vision1.00
AI hardware1.00
Planning0.99
Natural language0.99
Knowledge representation0.98
Speech0.00
Evolutionary computation0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 465590985

Assignors

THEIMER, MARVIN, BICE, RICHARD SHAWN

On an employer assignment, the assignors are typically the inventors.

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