{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11256986","patent":{"patent_number":"US-11256986","title":"Systems and methods for training a neural keypoint detection network","assignee":null,"inventors":[],"filing_date":"2020-03-31T00:00:00.000Z","publication_date":"2022-02-22T00:00:00.000Z","cpc_codes":["G06N","B60W","G06F","G06F","G06F","G06N","G06N","G06N","G06V","G06V","G06V","G06V","G06V","G06V","G06N"],"num_claims":20,"abstract":"Systems and methods for training a neural keypoint detection network are disclosed herein. One embodiment extracts a portion of an input image; applies a transformation to the portion of the input image to produce a transformed portion of the input image; processes the portion of the input image and the transformed portion of the input image using the neural keypoint detection network to identify one or more candidate keypoint pairs between the portion of the input image and the transformed portion of the input image; and processes the one or more candidate keypoint pairs using an inlier-outlier neural network, the inlier-outlier neural network producing an indirect supervisory signal to train the neural keypoint detection network to identify one or more candidate keypoint pairs between the portion of the input image and the transformed portion of the input image."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for training a neural keypoint detection network","description":"Systems and methods for training a neural keypoint detection network are disclosed herein. One embodiment extracts a portion of an input image; applies a transformation to the portion of the input ima","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11256986","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-11256986","citation_suggestion":"Patentable. \"Systems and methods for training a neural keypoint detection network\" (US-11256986). https://patentable.app/patents/US-11256986","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11256986","json":"https://patentable.app/api/llm-context/US-11256986","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T20:34:58.155Z"}