{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11257004","patent":{"patent_number":"US-11257004","title":"Reinforcement machine learning for item detection","assignee":null,"inventors":[],"filing_date":"2018-07-31T00:00:00.000Z","publication_date":"2022-02-22T00:00:00.000Z","cpc_codes":["G06N","G06F","G06N","G06Q","G06V","G06V"],"num_claims":17,"abstract":"Images of an unknown item picked from a store are tracked, the unknown item is identified during checkout and associated with a specific item having a specific item description. The images and the specific item description are obtained by a machine-learning item detector and processed during a machine-learning training session to subsequently identify the item when subsequent item images are taken for the item for subsequent transactions at the store."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Reinforcement machine learning for item detection","description":"Images of an unknown item picked from a store are tracked, the unknown item is identified during checkout and associated with a specific item having a specific item description. The images and the spe","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11257004","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-11257004","citation_suggestion":"Patentable. \"Reinforcement machine learning for item detection\" (US-11257004). https://patentable.app/patents/US-11257004","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11257004","json":"https://patentable.app/api/llm-context/US-11257004","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:12:56.817Z"}