Methods and systems are provided for monitoring operation of an agricultural machine. Image data indicative of an input image of a working environment of the agricultural machine is receive and encoded utilizing an encoder network to map the image data to a lower-dimensional feature space. The encoded data is then decoded form a reconstructed image of the working environment which is compared with the input image to identify anomalies within the working environment. One or more operable components associated with the machine may be controlled based on the identification of one or more anomalies.
Monitoring Agricultural Operations
2023-09-07
Patent
Electronic Resource
English
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G06V |
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