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

Claim 0:
1. A first media rendering device, comprising:
circuitry configured to:
capture a first image associated with a first user;
determine the first user as an under-age user based on the captured first image;
determine 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;
determine 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;
train a neural network model based on the user-type and the user-profile information associated with the determined user-type;
determine 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 first media rendering device that stores the first media content, or a notification on the first media rendering device to recommend playback of the first media content;
control the first media rendering device based on the determined first device-assistive information, to change at least one configuration setting of the first media rendering device;
filter playback of sensitive media content on the first media rendering device based on the determination of the first user as the under-age user;
capture, 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 first media rendering device, wherein the at least one configuration setting of the first media rendering device comprises a network setting associated with the first media rendering device;
determine an emotional state of the first user based on the captured second plurality of images;
determine second device-assistive information based on the application of the trained neural network model on the determined emotional state of the first user; and
control the first media rendering device based on the second device-assistive information, to change the at least one configuration setting of the first media rendering device or to provide second media content, wherein the second media content is different from the first media content.