{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11253045","patent":{"patent_number":"US-11253045","title":"Systems and methods for recommendation of makeup effects based on makeup trends and facial analysis","assignee":null,"inventors":[],"filing_date":"2020-06-12T00:00:00.000Z","publication_date":"2022-02-22T00:00:00.000Z","cpc_codes":["G06Q","G06N","G06Q","G06Q","G06V","G06V"],"num_claims":19,"abstract":"A computing device generates a collection of digital images depicting makeup effects representing makeup trends, analyzes the collection of digital images, and extracts target attributes. The computing device constructs a database of makeup recommendation entries comprising the collection of digital images and extracted attributes and receives a query request from a user comprising an image of the user's face. The computing device queries the database and obtains a first number of makeup recommendations. The computing device merges makeup recommendations among the first number of makeup recommendations to generate a second number of makeup recommendations and displays at least a portion of the second number of makeup recommendations and receiving a selection from the user. The computing device performs virtual application of a makeup effect corresponding to the selection."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for recommendation of makeup effects based on makeup trends and facial analysis","description":"A computing device generates a collection of digital images depicting makeup effects representing makeup trends, analyzes the collection of digital images, and extracts target attributes. The computin","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11253045","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-11253045","citation_suggestion":"Patentable. \"Systems and methods for recommendation of makeup effects based on makeup trends and facial analysis\" (US-11253045). https://patentable.app/patents/US-11253045","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11253045","json":"https://patentable.app/api/llm-context/US-11253045","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:47:51.469Z"}