{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008706","patent":{"patent_number":"US-12008706","title":"Method and device for generating image data for machine learning","assignee":null,"inventors":[],"filing_date":"2020-11-30T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06T","G06F","G06F","G06F","G06N","G06N","G06T","G06T","G06T","G06T"],"num_claims":12,"abstract":"Provided are a method and an apparatus for generating image data for machine learning. The method may include extracting first image data for a product generated as a result of conducting a first step among a plurality of steps of a manufacturing process of a product based on 3D CAD data for the product, generating a plurality of posture conversion image sets corresponding to a plurality of postures for the product, respectively, based on the first image data, performing image processing through a rendering engine by applying actual image data to respective images of the plurality of posture conversion image sets, and generating a learning data set for the first image data through the image processing."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method and device for generating image data for machine learning","description":"Provided are a method and an apparatus for generating image data for machine learning. The method may include extracting first image data for a product generated as a result of conducting a first step","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008706","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-12008706","citation_suggestion":"Patentable. \"Method and device for generating image data for machine learning\" (US-12008706). https://patentable.app/patents/US-12008706","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008706","json":"https://patentable.app/api/llm-context/US-12008706","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T07:45:14.288Z"}