{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11276162","patent":{"patent_number":"US-11276162","title":"Surface defect identification method and apparatus","assignee":null,"inventors":[],"filing_date":"2020-03-31T00:00:00.000Z","publication_date":"2022-03-15T00:00:00.000Z","cpc_codes":["G06V","G06N","G06N","G06T","G06T","G06V","G06V","G06T","G06T","G06T","G06T","G06V"],"num_claims":12,"abstract":"Embodiments include a computer implemented method of processing images of material surfaces to identify defects on the imaged material surface, the method including training a neural network to generate reduced-defect versions of training images of material surfaces; acquiring an image of a subject material surface; inputting the acquired image to the neural network to generate a reduced-defect version of the acquired image; and comparing the reduced-defect version of the acquired image with the acquired image to identify differences. Defects on the subject material surface at locations of the identified differences are identifiable."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Surface defect identification method and apparatus","description":"Embodiments include a computer implemented method of processing images of material surfaces to identify defects on the imaged material surface, the method including training a neural network to genera","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11276162","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-11276162","citation_suggestion":"Patentable. \"Surface defect identification method and apparatus\" (US-11276162). https://patentable.app/patents/US-11276162","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11276162","json":"https://patentable.app/api/llm-context/US-11276162","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:22:54.057Z"}