公开(公告)号：US11436540B2

公开(公告)日：2022-09-06

申请号：US16722649

申请日：2019-12-20

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Guangyao Han ,  Xingbo Chen ,  Guobin Xie ,  Yanjiang Liu ,  Fu Qu ,  Liqiang Xue ,  Jin Zhang ,  Wenjing Qin ,  Xiaolan Luo ,  Hongjiang Du ,  Zeqing Jiang

IPC: G06N20/20 ,  G06F9/38 ,  G06K9/62

Abstract: Embodiments of the present disclosure relate to a method and apparatus for generating information. The method may include: receiving a modeling request; determining a target number of initial machine learning pipelines according to a type of training data and a model type; and executing following model generation steps using the target number of initial machine learning pipelines: generating a target number of new machine learning pipelines based on the target number of initial machine learning pipelines; performing model training based on the training data, the target number of initial machine learning pipelines, and the target number of new machine learning pipelines, to generate trained models; evaluating the obtained trained models respectively according to the evaluation indicator; determining whether a preset training termination condition is reached; and determining, in response to determining the preset training termination condition being reached, a target trained model from the obtained trained models according to evaluation results.

公开(公告)号：US11468655B2

公开(公告)日：2022-10-11

申请号：US17085178

申请日：2020-10-30

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Fu Qu ,  Minhui Pang ,  Guangyao Han ,  Zeqing Jiang

IPC: G06V10/00 ,  G06V10/24 ,  G06K9/62 ,  G06V30/414 ,  G06V30/416

Abstract: Embodiments of the present disclosure disclose a method and apparatus for extracting information, a device and a storage medium, relate to the field of image processing technology. The method may include: acquiring a location template corresponding to a category of a target document image; determining key point locations on the target document image; generating a transformation matrix based on the key point locations on the target document image and key point locations on the location template; determining locations of information corresponding to the target document image, based on locations of information on the location template and the transformation matrix; and extracting information at the locations of information corresponding to the target document image to obtain information in the target document image.