The present invention provides vehicle data augmentation. A system, including a processor and a memory, the memory including instructions to be executed by the processor to receive one or more images from a vehicle, wherein a first deep neural network included in a computer in the vehicle has failed to determine an orientation of a first object in the one or more images. The instructions can include further instructions to generate a plurality of modified images with a few-shot image translator, wherein the modified images each include a modified object based on the first object. The instructions can include further instructions to re-train the deep neural network to determine the orientation of the first object based on the plurality of modified images and download the re-trained deep neural network to the vehicle.

    本公开提供了“车辆数据增强”。一种系统,其包括处理器和存储器,所述存储器包括指令,所述指令将由处理器执行以从车辆接收一个或多个图像的指令,其中包括在所述车辆中的计算机中的第一深度神经网络未能确定所述一个或多个图像中的第一对象的取向。所述指令可包括用于进行以下操作的另外的指令:用小样本图像转换器生成多个修改图像,其中所述修改图像各自包括基于所述第一对象的修改对象。所述指令可包括用于进行以下操作的另外的指令:基于所述多个修改图像来重新训练所述深度神经网络以确定所述第一对象的取向,以及将所述重新训练的深度神经网络下载到所述车辆。


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    Titel :

    VEHICLE DATA AUGMENTATION


    Weitere Titelangaben:

    车辆数据增强


    Beteiligte:

    Erscheinungsdatum :

    2021-10-22


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G06V



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