{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11295123","patent":{"patent_number":"US-11295123","title":"Classification of character strings using machine-learning","assignee":null,"inventors":[],"filing_date":"2018-09-14T00:00:00.000Z","publication_date":"2022-04-05T00:00:00.000Z","cpc_codes":["G06V","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06V","G06V","G06V","G06N","G06N","G06N","G06V"],"num_claims":22,"abstract":"Systems and methods for categorizing patterns of characters in a document by utilizing machine based learning techniques include generating character classification training data, building a character classification model based on the character classification training data; obtaining an image that includes a pattern of characters, the characters including one or more contours, applying the character classification model to the image to classify the contours, and applying the labels to clusters of the contours."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Classification of character strings using machine-learning","description":"Systems and methods for categorizing patterns of characters in a document by utilizing machine based learning techniques include generating character classification training data, building a character","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11295123","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-11295123","citation_suggestion":"Patentable. \"Classification of character strings using machine-learning\" (US-11295123). https://patentable.app/patents/US-11295123","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11295123","json":"https://patentable.app/api/llm-context/US-11295123","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T07:33:50.873Z"}