Disclosed herein are methods and systems for using artificial intelligence modeling techniques to train and execute an artificial intelligence model to analyze camera feed received from an ego to predict surface data for various surfaces surrounding the ego. A method comprises inputting, using one or more cameras of an ego object, image data of a space around the ego object into an artificial intelligence model; predicting, by executing the artificial intelligence model, a surface attribute of one or more surfaces of the space around the ego object; and generating a dataset based on the one or more surfaces and their corresponding surface attribute.


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    Title :

    GENERATING LANE SEGMENTS USING EMBEDDINGS FOR AUTONOMOUS VEHICLE NAVIGATION


    Additional title:

    ERZEUGUNG VON FAHRSPURSEGMENTEN MITTELS EINBETTUNGEN ZUR AUTONOMEN FAHRZEUGNAVIGATION
    GÉNÉRATION DE TRONÇONS DE VOIE À L'AIDE D'INTÉGRATIONS POUR NAVIGATION DE VÉHICULE AUTONOME


    Contributors:
    CHO PATRICK (author) / KNIGHT ETHAN (author) / DUAN TONY (author) / XIAO ALEX (author) / LEE JASON (author) / ELLUSWAMY ASHOK KUMAR (author)

    Publication date :

    2025-08-06


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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



    GENERATING LANE SEGMENTS USING EMBEDDINGS FOR AUTONOMOUS VEHICLE NAVIGATION

    CHO PATRICK / KNIGHT ETHAN / DUAN TONY et al. | European Patent Office | 2024

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