Patent ID: 11948076
Assignee: SONY GROUP CORPORATION
Field: Audio-visual technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 17:
18. A non-transitory computer-readable medium having stored thereon, computer-executable instructions that when executed by a media rendering device, causes the media rendering device to execute operations, the operations comprising:
capturing a first image associated with a first user;
determining the first user as an under-age user based on the captured first image;
determining a user-type of the first user based on the captured first image, wherein the user-type of the first user corresponds to at least one of a gender of the first user or a geographical location associated with the first user;
determining user-profile information, associated with one of the first user or the determined user-type, based on the captured first image, wherein the user-profile information corresponds to interests or preferences associated with the one of the first user or the determined user-type of the first user;
training a neural network model based on the user-type and the user-profile information associated with the determined user-type;
determining first device-assistive information based on application of the trained neural network model on the determined user-type of the first user, wherein the first device-assistive information comprises at least one of a Uniform Resource Locator (URL) to access a first media content from a server, a memory address of the media rendering device that stores the first media content, or a notification on the media rendering device to recommend playback of the first media content;
controlling the media rendering device based on the determined first device-assistive information, to one of change at least one configuration setting of the media rendering device;
filtering playback of sensitive media content on the first media rendering device based on the determination of the first user as the under-age user;
capturing, a second plurality of images associated with the first user over a period of time, based on the change of the at least one configuration setting of the media rendering device, wherein the at least one configuration setting of the media rendering device comprises a network setting associated with the media rendering device;
determining an emotional state of the first user based on the captured second plurality of images;
determining second device-assistive information based on the application of the trained neural network model on the determined emotional state of the first user; and
controlling the media rendering device based on the second device-assistive information, to change the at least one configuration setting of the media rendering device or to provide second media content, wherein the second media content is different form the first media content.