Patent ID: 11899846
Assignee: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. A non-transitory computer readable medium comprising computer readable program code, the computer readable program code when executed by a processor causing a computing system to perform a method comprising operations of:
storing, by the computing system to a gesture container, training data comprised of:
a video gesture, and
a command linked to the video gesture;

training, by the computing system when the computing system processes the training data, a machine learning model to detect the video gesture;
detecting, by the computing system when the computing system trains the machine learning model, the video gesture in a live media stream; and
executing, by the computing system in response to the computing system detecting the video gesture in the live media stream, the command,
wherein training the machine learning model comprises:
generating outputs from the training data using the machine learning model, and
updating the machine learning model by measuring error of the outputs generated from the training data, and

wherein detecting the video gesture further comprises:
identifying, in one or more input images using a keypoint model of the machine learning model, locations of anatomical landmarks on a human body,
processing a gesture model of the machine learning model to generate a gesture output from the locations, and
identifying, using the gesture output, the video gesture in the live media stream.