{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11531840","patent":{"patent_number":"US-11531840","title":"Systems, methods, and storage media for training a model for image evaluation","assignee":null,"inventors":[],"filing_date":"2022-07-05T00:00:00.000Z","publication_date":"2022-12-20T00:00:00.000Z","cpc_codes":["G06F","G06F","G06V","G06V","G06V"],"num_claims":22,"abstract":"A method may include executing a neural network to extract a first plurality of features from a plurality of first training images and a second plurality of features from a second training image; generating a model comprising a first image performance score for each of the plurality of first training images and a feature weight for each feature, the feature weight for each feature of the first plurality of features calculated based on an impact of a variation in the feature on first image performance scores of the plurality of first training images; training the model by adjusting the impact of a variation of each of a first set of features that correspond to the second plurality of features; executing the model using a third set of features from a candidate image to generate a candidate image performance score; and generating a record identifying the candidate image performance score."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems, methods, and storage media for training a model for image evaluation","description":"A method may include executing a neural network to extract a first plurality of features from a plurality of first training images and a second plurality of features from a second training image; gene","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11531840","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-11531840","citation_suggestion":"Patentable. \"Systems, methods, and storage media for training a model for image evaluation\" (US-11531840). https://patentable.app/patents/US-11531840","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11531840","json":"https://patentable.app/api/llm-context/US-11531840","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:29:36.163Z"}