{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11954898","patent":{"patent_number":"US-11954898","title":"Learning method and learning device for performing transfer learning on an object detector that has been trained to detect first object classes such that the object detector is able to detect second object classes, and testing method and testing device using the same","assignee":null,"inventors":[],"filing_date":"2023-10-27T00:00:00.000Z","publication_date":"2024-04-09T00:00:00.000Z","cpc_codes":["G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V"],"num_claims":16,"abstract":"There is provided a learning method and a learning device for performing transfer learning on an object detector that has been trained to detect first object classes such that the object detector is able to detect second object classes. Further, a testing method and a testing device are provided to allow at least part of the first object classes and the second object classes to be detected by using the object detector having been trained through the transfer learning. Accordingly, a detection performance can be improved for the second object classes that cannot be detected through training data set corresponding to the first object classes."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Learning method and learning device for performing transfer learning on an object detector that has been trained to detect first object classes such that the object detector is able to detect second object classes, and testing method and testing device using the same","description":"There is provided a learning method and a learning device for performing transfer learning on an object detector that has been trained to detect first object classes such that the object detector is a","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11954898","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-11954898","citation_suggestion":"Patentable. \"Learning method and learning device for performing transfer learning on an object detector that has been trained to detect first object classes such that the object detector is able to detect second object classes, and testing method and testing device using the same\" (US-11954898). https://patentable.app/patents/US-11954898","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11954898","json":"https://patentable.app/api/llm-context/US-11954898","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:44:14.336Z"}