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Recognition model training method, device and equipment and storage medium

A technology of recognition model and training method, which is applied in character recognition, neural learning method, character and pattern recognition, etc., can solve the problems of low recognition accuracy of the recognition model, and achieve the effect of improving the recognition accuracy

Pending Publication Date: 2020-09-01
WEBANK (CHINA)
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of the present invention is to provide a training method, device, equipment and storage medium for a recognition model, aiming to solve the technical problem of low recognition accuracy of the existing recognition model

Method used

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  • Recognition model training method, device and equipment and storage medium
  • Recognition model training method, device and equipment and storage medium
  • Recognition model training method, device and equipment and storage medium

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Embodiment Construction

[0046] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0047] The present invention provides a kind of training method of identification model, refer to figure 1 , figure 1 It is a schematic flowchart of the first embodiment of the recognition model training method of the present invention.

[0048] The embodiment of the present invention provides an embodiment of the training method of the recognition model. It should be noted that although the logic sequence is shown in the flow chart, in some cases, the sequence shown here can be executed in a different order. or the steps described.

[0049] The training method of the recognition model is applied in a server or a terminal, and the terminal can include mobile terminals such as mobile phones, tablet computers, notebook computers, palmtop computers, personal digital assistants (Personal Digital Assistant, PDA), and fix...

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Abstract

The invention discloses a recognition model training method, device and equipment and a storage medium, and relates to the field of financial science and technology, and the method comprises the following steps: obtaining a to-be-trained image, and constructing a simulation image according to the to-be-trained image; determining a training data set according to the to-be-trained image and the simulation image; and based on the training data set, training through a generative adversarial network and a recognition network in a preset neural network model to obtain a recognition model. Accordingto the method, the training data set is obtained by constructing the simulation image through the obtained image, and the situation that the recognition accuracy of the recognition model obtained through training is low due to the fact that samples of the training data set are insufficient is avoided, that is, the recognition accuracy of the recognition model obtained through training is improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence of financial technology (Fintech), in particular to a training method, device, equipment and storage medium for a recognition model. Background technique [0002] With the development of computer technology, more and more technologies are applied in the financial field. The traditional financial industry is gradually transforming into financial technology (Fintech), and artificial intelligence technology is no exception. However, due to the security and real-time requirements of the financial industry, It also puts forward higher requirements for artificial intelligence technology. [0003] The text recognition OCR (Optical Character Recognition, optical character recognition) method based on deep learning relies on a large amount of labeled data. In practical applications, on the one hand, real data in specific fields (such as financial document data) are very expensive a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/20G06N3/04G06N3/08
CPCG06N3/08G06V10/22G06V30/10G06N3/045G06F18/241G06F18/214
Inventor 张杰邹雨晗徐倩
Owner WEBANK (CHINA)
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