{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11978550","patent":{"patent_number":"US-11978550","title":"Endoscopic image learning device, endoscopic image learning method, endoscopic image learning program, and endoscopic image recognition device","assignee":null,"inventors":[],"filing_date":"2022-08-11T00:00:00.000Z","publication_date":"2024-05-07T00:00:00.000Z","cpc_codes":["G16H","A61B","A61B","A61B","A61B","A61B","G06F","G06N","G06N","G06V","G16H","G16H","A61B","G06N","G06N","G06V"],"num_claims":19,"abstract":"An object is to provide an endoscopic image learning device, an endoscopic image learning method, an endoscopic image learning program, and an endoscopic image recognition device that appropriately learn a learning model for image recognition for recognizing an endoscopic image in which a treatment tool for an endoscope appears.The object is achieved by an endoscopic image learning device including an image generation unit and a machine learning unit. The image generation unit generates a superimposed image where a foreground image in which a treatment tool for an endoscope is extracted is superimposed on a background-endoscopic image serving as a background of the foreground image, and the machine learning unit performs the learning of a learning model for image recognition using the superimposed image."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Endoscopic image learning device, endoscopic image learning method, endoscopic image learning program, and endoscopic image recognition device","description":"An object is to provide an endoscopic image learning device, an endoscopic image learning method, an endoscopic image learning program, and an endoscopic image recognition device that appropriately le","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11978550","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-11978550","citation_suggestion":"Patentable. \"Endoscopic image learning device, endoscopic image learning method, endoscopic image learning program, and endoscopic image recognition device\" (US-11978550). https://patentable.app/patents/US-11978550","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11978550","json":"https://patentable.app/api/llm-context/US-11978550","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T16:56:34.677Z"}