Computer implementation methods, computer program products, and computer processing systems for performing machine learning of image classification tasks, as well as advanced driver assistance systems for automobiles.

摘要

PROBLEM TO BE SOLVED: To provide a data extension for an image classification task. A computer implementation method and system for performing machine learning of an image classification task are provided. This method involves selecting a first image and a second image from one or more training sets in one or more databases by a processor operably coupled to one or more databases. Including. This method uses a processor to average the intensities of each of a plurality of identical pixel pairs in the first image and the second image to form a mixed image with a second image. It further includes a step of superimposing images. This method further includes the step of training the machine learning process configured for the image classification task by using mixed images to extend the data used by the machine learning process of the image classification task by the processor. .. [Selection diagram] Fig. 3