{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-12008818","patent":{"patent_number":"US-12008818","title":"Systems and methods to train a prediction system for depth perception","assignee":null,"inventors":[],"filing_date":"2021-07-23T00:00:00.000Z","publication_date":"2024-06-11T00:00:00.000Z","cpc_codes":["G06V","G01S","G01S","G01S","G01S","G01S","G06F","G06F","G06F","G06F","G06N","G06N","G06N","G06T","G06T","G06T","G06V","G06V","G06V","G06N","G06N","G06T","G06T","G06T","G06T","G06T","G06T"],"num_claims":20,"abstract":"System, methods, and other embodiments described herein relate to a manner of training a depth prediction system using bounding boxes. In one embodiment, a method includes segmenting an image to mask areas beyond bounding boxes and identify unmasked areas within the bounding boxes. The method also includes training a depth model using depth losses from comparing weighted points associated with pixels of the image within the unmasked areas to ground-truth depth. The method also includes providing the depth model for object detection."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods to train a prediction system for depth perception","description":"System, methods, and other embodiments described herein relate to a manner of training a depth prediction system using bounding boxes. In one embodiment, a method includes segmenting an image to mask ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-12008818","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-12008818","citation_suggestion":"Patentable. \"Systems and methods to train a prediction system for depth perception\" (US-12008818). https://patentable.app/patents/US-12008818","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-12008818","json":"https://patentable.app/api/llm-context/US-12008818","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T14:10:02.749Z"}