{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11521379","patent":{"patent_number":"US-11521379","title":"Method for flood disaster monitoring and disaster analysis based on vision transformer","assignee":null,"inventors":[],"filing_date":"2022-07-04T00:00:00.000Z","publication_date":"2022-12-06T00:00:00.000Z","cpc_codes":["G06V","G06N","G06N","G06N","G06N","G06N","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06N"],"num_claims":2,"abstract":"A method for flood disaster monitoring and disaster analysis based on vision transformer is provided. It includes: step (1), constructing a bi-temporal image change detection model based on vision transformer; step (2), selecting bi-temporal remote sensing images to make flood disaster labels; and step (3), performing flood monitoring and disaster analysis according to the bi-temporal image change detection model constructed in the step (1). In combination with the bi-temporal image change detection model based on an advanced vision transformer in deep learning and radar data which is not affected by time and weather and has strong penetration ability, data when floods occur can be obtained and recognition accuracy is improved."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for flood disaster monitoring and disaster analysis based on vision transformer","description":"A method for flood disaster monitoring and disaster analysis based on vision transformer is provided. It includes: step (1), constructing a bi-temporal image change detection model based on vision tra","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11521379","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-11521379","citation_suggestion":"Patentable. \"Method for flood disaster monitoring and disaster analysis based on vision transformer\" (US-11521379). https://patentable.app/patents/US-11521379","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11521379","json":"https://patentable.app/api/llm-context/US-11521379","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T18:24:55.572Z"}