This application is directed to augmenting training data used for vehicle driving modelling. A computer system obtains a first image of a road and identifies a drivable area of the road within the first image. The computer system obtains an image of an object and generates a second image from the first image by overlaying the image of the object over the drivable area. The second image is added to a corpus of training images to be used by a machine learning system to generate a model for facilitating driving of a vehicle (e.g., at least partial autonomously). In some embodiments, the computer system applies machine learning to train a model using the corpus of training images and distributes the model to one or more vehicles. In use, the model processes road images captured by the one or more vehicles to facilitate vehicle driving.


    Access

    Download


    Export, share and cite



    Title :

    Data augmentation for vehicle control


    Contributors:

    Publication date :

    2023-07-11


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06V / 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



    Data augmentation for vehicle control

    SAGGU INDERJOT SINGH / PAUL ANURAG / ZHOU MIANWEI | European Patent Office | 2024

    Free access

    VEHICLE DATA AUGMENTATION

    SHOLINGAR GAUTHAM / SUNDAR SOWNDARYA | European Patent Office | 2021

    Free access

    VEHICLE DATA AUGMENTATION

    SHOLINGAR GAUTHAM / SUNDAR SUSHMITHA | European Patent Office | 2021

    Free access

    Vehicle data augmentation

    SHOLINGAR GAUTHAM / SUNDAR SOWNDARYA | European Patent Office | 2024

    Free access

    Control augmentation for elastic launch vehicle

    Hoffman, C.H. | Engineering Index Backfile | 1965