{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10529137","patent":{"patent_number":"US-10529137","title":"Machine learning systems and methods for augmenting images","assignee":null,"inventors":[],"filing_date":"2017-11-29T00:00:00.000Z","publication_date":"2020-01-07T00:00:00.000Z","cpc_codes":["G06T","G06N","G06N","G06N","G06T","G06T","G06T","G06T","G06T","G06T","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06V","G06T","G06T","G06T","G06T","G06T"],"num_claims":20,"abstract":"Disclosed is a method including receiving visual input comprising a human within a scene, detecting a pose associated with the human using a trained machine learning model that detects human poses to yield a first output, estimating a shape (and optionally a motion) associated with the human using a trained machine learning model associated that detects shape (and optionally motion) to yield a second output, recognizing the scene associated with the visual input using a trained convolutional neural network which determines information about the human and other objects in the scene to yield a third output, and augmenting reality within the scene by leveraging one or more of the first output, the second output, and the third output to place 2D and/or 3D graphics in the scene."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Machine learning systems and methods for augmenting images","description":"Disclosed is a method including receiving visual input comprising a human within a scene, detecting a pose associated with the human using a trained machine learning model that detects human poses to ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10529137","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-10529137","citation_suggestion":"Patentable. \"Machine learning systems and methods for augmenting images\" (US-10529137). https://patentable.app/patents/US-10529137","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10529137","json":"https://patentable.app/api/llm-context/US-10529137","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T02:49:39.092Z"}