{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11270441","patent":{"patent_number":"US-11270441","title":"Depth-aware object counting","assignee":null,"inventors":[],"filing_date":"2017-11-01T00:00:00.000Z","publication_date":"2022-03-08T00:00:00.000Z","cpc_codes":["G06T","G06T","G06T","G06T","G06T","G06T","G06T","G06T"],"num_claims":20,"abstract":"Methods and apparatus, including computer program products, are provided for depth-aware object counting. In some example embodiments, there may be provided a method that includes processing, by the trained machine learning model, a first segment of an image and a second segment of the image, the first segment being processed using a first filter selected, based on depth information, to enable formation of a first density map, and the second segment being processed using a second filter selected, based on the depth information, to enable formation of a second density map; combining, by the trained machine learning model, the first density map and the second density map to form a density map for the image; and providing, by the trained machine learning model, an output based on the density map. Related systems, methods, and articles of manufacture are also described."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Depth-aware object counting","description":"Methods and apparatus, including computer program products, are provided for depth-aware object counting. In some example embodiments, there may be provided a method that includes processing, by the t","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11270441","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-11270441","citation_suggestion":"Patentable. \"Depth-aware object counting\" (US-11270441). https://patentable.app/patents/US-11270441","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11270441","json":"https://patentable.app/api/llm-context/US-11270441","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:47:12.030Z"}