首页> 外国专利> Training machine learning model based on training instances with: training instance input based on autonomous vehicle sensor data, and training instance output based on additional vehicle sensor data

Training machine learning model based on training instances with: training instance input based on autonomous vehicle sensor data, and training instance output based on additional vehicle sensor data

机译:基于训练实例的训练机器学习模型,其中包括:基于自主车辆传感器数据的训练实例输入,以及基于其他车辆传感器数据的训练实例输出

摘要

Various implementations described herein generate training instances that each include corresponding training instance input that is based on corresponding sensor data of a corresponding autonomous vehicle, and that include corresponding training instance output that is based on corresponding sensor data of a corresponding additional vehicle, where the corresponding additional vehicle is captured at least in part by the corresponding sensor data of the corresponding autonomous vehicle. Various implementations train a machine learning model based on such training instances. Once trained, the machine learning model can enable processing, using the machine learning model, of sensor data from a given autonomous vehicle to predict one or more properties of a given additional vehicle that is captured at least in part by the sensor data.
机译:本文描述的各种实施方式生成训练实例,每个训练实例包括基于相应的自主车辆的相应传感器数据的相应训练实例输入,并且包括基于相应的附加车辆的相应传感器数据的相应训练实例输出,其中另外的车辆至少部分地由相应的自主车辆的相应的传感器数据捕获。各种实现基于这样的训练实例来训练机器学习模型。一旦被训练,机器学习模型就能够使用机器学习模型来处理来自给定的自主车辆的传感器数据,以预测至少部分地被传感器数据捕获的给定附加车辆的一个或多个特性。

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