公开(公告)号：US20200334434A1

公开(公告)日：2020-10-22

申请号：US16388270

申请日：2019-04-18

申请人： PAYPAL, INC.

发明人： Remo Antony Raymond ,  Yash Bansal

IPC分类号： G06K7/14 ,  G06N20/00 ,  G06Q10/08

摘要： Methods and systems for using machine learning to determine an origin of an alphanumeric code are presented. The code is analyzed to determine a set of characteristics based on the values and the types of values within the code. The code and the set of characteristics may then be embedded into an image. To embed the code and the set of characteristics into an image, each of the code and the set of characteristics may be converted into a corresponding set of pixel values. The pixel values may then be combined to form the pixels in the image. The image is provided to a machine learning model as input. The machine learning model is configured to use the image to determine at least one entity that is associated with the code.

公开(公告)号：US10956698B2

公开(公告)日：2021-03-23

申请号：US16388270

申请日：2019-04-18

申请人： PAYPAL, INC.

发明人： Remo Antony Raymond ,  Yash Bansal

IPC分类号： G06K7/14 ,  G06Q10/08 ,  G06N20/00

摘要： Methods and systems for using machine learning to determine an origin of an alphanumeric code are presented. The code is analyzed to determine a set of characteristics based on the values and the types of values within the code. The code and the set of characteristics may then be embedded into an image. To embed the code and the set of characteristics into an image, each of the code and the set of characteristics may be converted into a corresponding set of pixel values. The pixel values may then be combined to form the pixels in the image. The image is provided to a machine learning model as input. The machine learning model is configured to use the image to determine at least one entity that is associated with the code.