{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11475249","patent":{"patent_number":"US-11475249","title":"Extending knowledge data in machine vision","assignee":null,"inventors":[],"filing_date":"2020-04-30T00:00:00.000Z","publication_date":"2022-10-18T00:00:00.000Z","cpc_codes":["G06V","G06F","G06F","G06F","G06N","G06N","G06T","G06V","G06V","G06V","G06N"],"num_claims":12,"abstract":"A machine-vision system obtains a trained-synthetic dataset associated with a virtual-sporting event, features of the trained-synthetic dataset including features associated with the virtual sporting event. The machine-vision system can further train by extending the trained-synthetic dataset using a real-life dataset associated with an actual sporting event including recognized results, the extending can include identifying and selecting a portion of the recognized results from the real-life dataset for annotation, an unsupervised machine-learning component annotating the portion, adding the annotated portion to the trained-synthetic dataset to obtain an extended-trained dataset, based on improvement of detection of the features from the extended-trained dataset compared to the trained-synthetic dataset, and availability of another portion of the recognized results, repeating the extending using a part of the extended-trained dataset as the trained-synthetic dataset in a next iteration, and providing the extended-trained dataset to the machine-vision system."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Extending knowledge data in machine vision","description":"A machine-vision system obtains a trained-synthetic dataset associated with a virtual-sporting event, features of the trained-synthetic dataset including features associated with the virtual sporting ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11475249","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-11475249","citation_suggestion":"Patentable. \"Extending knowledge data in machine vision\" (US-11475249). https://patentable.app/patents/US-11475249","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11475249","json":"https://patentable.app/api/llm-context/US-11475249","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:58:20.193Z"}