Invention Grant
- Patent Title: Method and apparatus for generating training data for VQA system, and medium
-
Application No.: US16534036Application Date: 2019-08-07
-
Publication No.: US11521118B2Publication Date: 2022-12-06
- Inventor: Pingping Huang , Min Qiao
- Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Applicant Address: CN Beijing
- Assignee: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Current Assignee: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Current Assignee Address: CN Beijing
- Agency: Fay Sharpe LLP
- Priority: CN201811134016.6 20180927
- Main IPC: G06N20/00
- IPC: G06N20/00 ; G06F16/33 ; G06K9/62 ; G06N3/00 ; G06V20/00 ; G06V30/262

Abstract:
Embodiments of the present disclosure are directed to a method and an apparatus for generating training data for a visual question answering (VQA) system, and a computer readable medium. The method for generating training data for a visual question answering system includes: obtaining a first set of training data of the visual question answering system, the first set of training data comprising a first question for an image in the visual question answering system and a first answer corresponding to the first question; obtaining information related to the image; generating a second question corresponding to the first answer based on the information to obtain a second set of training data for the image in the visual question answering system, the second set of training data comprising the second question and the first answer.
Information query