{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10534962","patent":{"patent_number":"US-10534962","title":"Automated classification based on photo-realistic image/model mappings","assignee":null,"inventors":[],"filing_date":"2017-06-17T00:00:00.000Z","publication_date":"2020-01-14T00:00:00.000Z","cpc_codes":["G06V","G06F","G06T","G06T","G06T","G06T","G06V","G06V","G06T","G06V"],"num_claims":18,"abstract":"Techniques are provided for increasing the accuracy of automated classifications produced by a machine learning engine. Specifically, the classification produced by a machine learning engine for one photo-realistic image is adjusted based on the classifications produced by the machine learning engine for other photo-realistic images that correspond to the same portion of a 3D model that has been generated based on the photo-realistic images. Techniques are also provided for using the classifications of the photo-realistic images that were used to create a 3D model to automatically classify portions of the 3D model. The classifications assigned to the various portions of the 3D model in this manner may also be used as a factor for automatically segmenting the 3D model."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Automated classification based on photo-realistic image/model mappings","description":"Techniques are provided for increasing the accuracy of automated classifications produced by a machine learning engine. Specifically, the classification produced by a machine learning engine for one p","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10534962","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-10534962","citation_suggestion":"Patentable. \"Automated classification based on photo-realistic image/model mappings\" (US-10534962). https://patentable.app/patents/US-10534962","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10534962","json":"https://patentable.app/api/llm-context/US-10534962","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:57:06.195Z"}