{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11263495","patent":{"patent_number":"US-11263495","title":"Device and method of digital image content recognition, training of the same","assignee":null,"inventors":[],"filing_date":"2020-05-21T00:00:00.000Z","publication_date":"2022-03-01T00:00:00.000Z","cpc_codes":["G06V","G06F","G06F","G06F","G06N","G06T","G06T","G06V"],"num_claims":14,"abstract":"A device and computer implemented method for digital image content recognition. The method includes determining, depending on a digital image, a first candidate class for the content of the digital image by a baseline model neural network comprising a first feature extractor and a first classifier for classifying digital images; determining a second candidate class for the content of the digital image by a prototypical neural network comprising a second feature extractor and a second classifier for classifying digital images, classifying the content of the digital image into either the first candidate class or the second candidate class depending on the result of a comparison of a first confidence score for the first candidate class to a threshold or of a comparison of a first confidence score for the first candidate class to a second confidence score for the second candidate class."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Device and method of digital image content recognition, training of the same","description":"A device and computer implemented method for digital image content recognition. The method includes determining, depending on a digital image, a first candidate class for the content of the digital im","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11263495","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-11263495","citation_suggestion":"Patentable. \"Device and method of digital image content recognition, training of the same\" (US-11263495). https://patentable.app/patents/US-11263495","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11263495","json":"https://patentable.app/api/llm-context/US-11263495","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T05:38:56.421Z"}