{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008788","patent":{"patent_number":"US-12008788","title":"Evaluating spatial relationships using vision transformers","assignee":null,"inventors":[],"filing_date":"2021-10-14T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06T","G06N","G06N","G06N","G06N","G06N","G06T","G06V","G06V","G06V","G06V","G06V"],"num_claims":20,"abstract":"Techniques for detection of spatial relationships are provided. An input image is divided into a set of patches, and a first feature tensor is generated for a first patch of the set of patches. The first feature tensor is processed using an attention mechanism to generate a first transformed feature tensor, and a classification indicating distancing between physical entities in the input image is generated based at least in part on the first transformed feature tensor."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Evaluating spatial relationships using vision transformers","description":"Techniques for detection of spatial relationships are provided. An input image is divided into a set of patches, and a first feature tensor is generated for a first patch of the set of patches. The fi","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008788","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-12008788","citation_suggestion":"Patentable. \"Evaluating spatial relationships using vision transformers\" (US-12008788). https://patentable.app/patents/US-12008788","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008788","json":"https://patentable.app/api/llm-context/US-12008788","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T09:45:31.397Z"}