Data set generation method and device, electronic equipment, storage medium and program product

A data set and target data technology, applied in the fields of electronic equipment, storage media and program products, devices, and data set generation methods, can solve problems such as difficulty in finding bank cards, wasting time, and failure to meet actual needs, and reduce production costs , high fidelity, and the effect of improving production efficiency

Pending Publication Date: 2022-07-22
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, this process is time-consuming, and it is difficult to find a large number of bank cards with different card numbers, which cannot meet actual needs

Method used

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  • Data set generation method and device, electronic equipment, storage medium and program product
  • Data set generation method and device, electronic equipment, storage medium and program product
  • Data set generation method and device, electronic equipment, storage medium and program product

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Embodiment Construction

[0056] Hereinafter, embodiments of the present disclosure will be described with reference to the accompanying drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. In the following detailed description, for convenience of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It will be apparent, however, that one or more embodiments may be practiced without these specific details. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.

[0057] The terminology used herein is for the purpose of describing particular embodiments only and is not intended to limit the present disclosure. The terms "comprising", "comprising" and the like as used herein indicate the presence o...

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Abstract

The invention provides a data set generation method, relates to the technical field of artificial intelligence, and can be applied to the financial field or other fields. The data set generation method comprises the steps that N initial images are generated through an adversarial neural network, and the initial images comprise images generated by the adversarial neural network simulating the style of an identity identification image in a basic image; performing image augmentation processing according to the generated initial image to obtain M first target images; replacing the original identity identification image of the basic image with M first target images to generate a second target image; and forming a target data set by the generated second target image. The invention further provides a data set generation device, electronic equipment, a storage medium and a program product.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, which can be applied in the financial field and also in other fields. The present disclosure particularly relates to a method, apparatus, electronic device, storage medium and program product for generating a data set. Background technique [0002] With the development of computer graphics and deep learning, artificial intelligence models such as image recognition have been widely used in the financial industry. [0003] The sample data used to train the artificial intelligence model is usually extracted from the existing data, which can save the preparation time of the sample data. However, for some specific scenarios, such as bank card number recognition and other scenarios, due to the small amount of data, it is often impossible to train with the existing data. To solve this problem, it is currently necessary to manually produce sample data. [0004] At present, the s...

Claims

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Application Information

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IPC IPC(8): G06T11/00G06T3/60G06T3/40G06N3/04G06N3/08
CPCG06T11/00G06T3/60G06T3/40G06N3/08G06N3/045
Inventor 李东雨
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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