{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008074","patent":{"patent_number":"US-12008074","title":"Learning device, learning method and storage medium","assignee":null,"inventors":[],"filing_date":"2019-07-05T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06F","G06V","G06F","G06N","G06T"],"num_claims":10,"abstract":"A learning device is configured to acquire first training data that is training data regarding a registered category object and second training data regarding an unregistered category object, the registered category object belonging to a registered category which is registered as an identification target, the unregistered category object not belonging to the registered category. The learning device is also configured to calculate, on a basis of the first training data and the second training data, an identification score indicating a degree of certainty that an object to be identified belongs to the registered category. The learning device is also configured to calculate, on a basis of the second training data, an unregistered score indicating a degree of certainty that the object to be identified does not belong to the registered category. The learning device is also configured to learn an identification model which performs an identification regarding the registered category based on the identification score and the unregistered score."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Learning device, learning method and storage medium","description":"A learning device is configured to acquire first training data that is training data regarding a registered category object and second training data regarding an unregistered category object, the regi","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008074","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-12008074","citation_suggestion":"Patentable. \"Learning device, learning method and storage medium\" (US-12008074). https://patentable.app/patents/US-12008074","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008074","json":"https://patentable.app/api/llm-context/US-12008074","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T17:22:38.565Z"}