{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11948076","patent":{"patent_number":"US-11948076","title":"Media rendering device control based on trained network model","assignee":null,"inventors":[],"filing_date":"2019-10-25T00:00:00.000Z","publication_date":"2024-04-02T00:00:00.000Z","cpc_codes":["G06N","H04N","G06F","G06N","G06V","G06V","H04N","H04N","H04N","H04N","H04N","G06N","H04N","H04N"],"num_claims":18,"abstract":"A media rendering device controlled based on a trained neural network is provided. The media rendering device captures an image of a user, and determines a user-type of the user and user-profile information of the user or the user-type based on the captured image. The user-type corresponds to an age group, a gender, an emotional state, and/or a geo-location, associated with the user. The user-profile information corresponds to interests or preferences of the user or the determined user-type. The media rendering device further determines device-assistive information based on application of the trained neural network model on the determined user-type. The media rendering device is further controlled based on the determined device-assistive information, to change at least one configuration setting of the media rendering device or to output media content."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Media rendering device control based on trained network model","description":"A media rendering device controlled based on a trained neural network is provided. The media rendering device captures an image of a user, and determines a user-type of the user and user-profile infor","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11948076","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11948076","citation_suggestion":"Patentable. \"Media rendering device control based on trained network model\" (US-11948076). https://patentable.app/patents/US-11948076","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11948076","json":"https://patentable.app/api/llm-context/US-11948076","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:44:59.801Z"}