{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11238317","patent":{"patent_number":"US-11238317","title":"Data augmentation for image classification tasks","assignee":null,"inventors":[],"filing_date":"2020-02-04T00:00:00.000Z","publication_date":"2022-02-01T00:00:00.000Z","cpc_codes":["G06N","G06F","G06F","G06V","G06V","G06F","G06N","G06N","G06N","G06T","G06T","G06V"],"num_claims":13,"abstract":"A computer-implemented method and systems are provided for performing machine learning for an image classification task. The method includes overlaying, by a processor, a second image on a first image to form a mixed image, by averaging an intensity of each of a plurality of co-located pixel pairs in the first and the second image. The method also includes training, by the processor, a machine learning process configured for the image classification task using the mixed image to augment data used by the machine learning process for the image classification task."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Data augmentation for image classification tasks","description":"A computer-implemented method and systems are provided for performing machine learning for an image classification task. The method includes overlaying, by a processor, a second image on a first image","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11238317","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-11238317","citation_suggestion":"Patentable. \"Data augmentation for image classification tasks\" (US-11238317). https://patentable.app/patents/US-11238317","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11238317","json":"https://patentable.app/api/llm-context/US-11238317","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T18:35:57.404Z"}