{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11941895","patent":{"patent_number":"US-11941895","title":"Vehicle-based facial recognition system and method","assignee":null,"inventors":[],"filing_date":"2021-04-01T00:00:00.000Z","publication_date":"2024-03-26T00:00:00.000Z","cpc_codes":["G06V","G06V","G06N","G06T","G06T","G06V","G06V","H04N","G06T","G06T","G06T","G06T","G06T"],"num_claims":17,"abstract":"A headcount determination system is disclosed that includes a first camera and a processing unit configured to receive data communications that include an image frame captured by the first camera. The processing unit includes logic that, when executed by the processing unit, causes performance of operations including performing operations comprising a pre-processing phase including dividing the image frame into sub-frames, performing operations comprising an inference phase including scoring the sub-frames with a machine learning (ML) model, performing a threshold comparison with a score for each sub-frame and a threshold, and incrementing a headcount when the score satisfies the threshold comparison, and when the threshold comparison has been performed for the score for each sub-frame, providing the headcount as output. The operations further include performing a scaling operation on the image frame that adjusts a size of the image frame by a scaling factor."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Vehicle-based facial recognition system and method","description":"A headcount determination system is disclosed that includes a first camera and a processing unit configured to receive data communications that include an image frame captured by the first camera. The","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11941895","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-11941895","citation_suggestion":"Patentable. \"Vehicle-based facial recognition system and method\" (US-11941895). https://patentable.app/patents/US-11941895","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11941895","json":"https://patentable.app/api/llm-context/US-11941895","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T08:33:51.036Z"}