{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11961233","patent":{"patent_number":"US-11961233","title":"Method and apparatus for training image segmentation model, computer device, and storage medium","assignee":null,"inventors":[],"filing_date":"2021-09-09T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G06T","G06N","G06N","G06N","G06T","G06T","G06T","G06V","G16H","G16H","G16H","G06N","G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06V"],"num_claims":20,"abstract":"This application provides a method and apparatus for training an image segmentation model, a device, and a storage medium. The method includes: training an initial image segmentation model by using source domain samples, to obtain a pre-trained image segmentation model; extracting a predicted segmentation result of a source domain image and a predicted segmentation result of a target domain image by using the pre-trained image segmentation model; training a first discriminator by using the predicted segmentation result of the source domain image and the predicted segmentation result of the target domain image; training a second discriminator by using the predicted segmentation result of the source domain image and a standard segmentation result of the source domain image; and iteratively training the pre-trained image segmentation model according to a loss function of the pre-trained image segmentation model, an adversarial loss function of the first discriminator, and an adversarial loss function of the second discriminator, until convergence, to obtain a trained image segmentation model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and apparatus for training image segmentation model, computer device, and storage medium","description":"This application provides a method and apparatus for training an image segmentation model, a device, and a storage medium. The method includes: training an initial image segmentation model by using so","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11961233","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-11961233","citation_suggestion":"Patentable. \"Method and apparatus for training image segmentation model, computer device, and storage medium\" (US-11961233). https://patentable.app/patents/US-11961233","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11961233","json":"https://patentable.app/api/llm-context/US-11961233","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T12:20:29.123Z"}