{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11301694","patent":{"patent_number":"US-11301694","title":"Detecting plugging of ground-engaging tools of an agricultural implement from imagery of a field using a machine-learned classification model","assignee":null,"inventors":[],"filing_date":"2019-06-06T00:00:00.000Z","publication_date":"2022-04-12T00:00:00.000Z","cpc_codes":["A01B","A01B","A01B","G06F","G06F","G06V","G06V"],"num_claims":17,"abstract":"In one aspect, a computing system may be configured to perform operations including obtaining image data that depicts a portion of a field positioned aft of a ground-engaging tool of an agricultural implement relative to a direction of travel of the agricultural implement. The operations may also include inputting the image data into a machine-learned classification configured to receive imagery and process the imagery to output one or more visual appearance classifications for the imagery. Furthermore, the operations may include receiving a visual appearance classification of the image data as an output of the machine-learned classification model. Additionally, the operations may include determining when the ground-engaging tool is plugged based on the visual appearance classification of the image data."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Detecting plugging of ground-engaging tools of an agricultural implement from imagery of a field using a machine-learned classification model","description":"In one aspect, a computing system may be configured to perform operations including obtaining image data that depicts a portion of a field positioned aft of a ground-engaging tool of an agricultural i","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11301694","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-11301694","citation_suggestion":"Patentable. \"Detecting plugging of ground-engaging tools of an agricultural implement from imagery of a field using a machine-learned classification model\" (US-11301694). https://patentable.app/patents/US-11301694","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11301694","json":"https://patentable.app/api/llm-context/US-11301694","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T17:08:31.012Z"}