{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12009993","patent":{"patent_number":"US-12009993","title":"Systems and methods for selecting a machine learning model and training images for the machine learning model","assignee":null,"inventors":[],"filing_date":"2022-05-25T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["H04L","H04L","H04L","H04L","H04W","H04L"],"num_claims":20,"abstract":"A device may receive network data identifying at least one of a signal-to-interference-plus-noise ratio (SINR), a bit error rate (BER), a packet loss, or a frame loss associated with a radio access network (RAN), and may receive model data associated with a plurality of machine learning models. The device may receive inference confidence scores associated with the plurality of machine learning models, and may process the network data, the model data, and the inference confidence scores, with a model, to select a machine learning model from the plurality of machine learning models. The device may cause the selected machine learning model to be implemented in connection with processing images."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for selecting a machine learning model and training images for the machine learning model","description":"A device may receive network data identifying at least one of a signal-to-interference-plus-noise ratio (SINR), a bit error rate (BER), a packet loss, or a frame loss associated with a radio access ne","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12009993","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-12009993","citation_suggestion":"Patentable. \"Systems and methods for selecting a machine learning model and training images for the machine learning model\" (US-12009993). https://patentable.app/patents/US-12009993","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12009993","json":"https://patentable.app/api/llm-context/US-12009993","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T16:56:30.818Z"}