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Method, device and electronic device for generating sample data

A technology of sample data and sample data, which is applied in the field of image recognition, can solve the problems of low efficiency of sample labeling, difficulty in obtaining sample images with rich content, etc., and achieve the effect of improving generation efficiency

Active Publication Date: 2020-12-01
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Therefore, it is difficult to obtain sample images with rich content, and the efficiency of sample label annotation is low

Method used

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  • Method, device and electronic device for generating sample data
  • Method, device and electronic device for generating sample data
  • Method, device and electronic device for generating sample data

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Embodiment Construction

[0038] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0039] The terminology used in this application is for the purpose of describing particular embodiments only, and is not intended to limit the application. As used in this application and the appended claims, the singular forms "a", "the", and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It should also be understood that the term...

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Abstract

The present application provides a method and device for generating sample data, and electronic equipment. A specific implementation of the method includes: acquiring preset materials, the materials including a character set composed of multiple characters and a target image; acquiring preset Set target parameters; obtain sample data for training based on the material and the target parameters. This embodiment can quickly and automatically generate sample data without manually generating sample data, which improves the efficiency of sample data generation.

Description

technical field [0001] The present application relates to the technical field of image recognition, in particular to a method, device and electronic equipment for generating sample data. Background technique [0002] Currently, deep learning solutions are commonly used to implement OCR (Optical Character Recognition, Optical Character Recognition) technology. Deep learning is a machine learning method that uses sample data to train a target model for recognizing characters in images. Therefore, the more perfect the sample data, the higher the accuracy of the trained target model recognition. Wherein, the sample data may include a sample image and a sample label corresponding to the sample image. In related technologies, images with characters are generally manually collected as sample images, and sample labels are manually marked. Therefore, it is difficult to obtain sample images with rich content, and the efficiency of sample labeling is low. Contents of the invention...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06V30/10G06F18/214
Inventor 周锴张睿宋祺
Owner BEIJING SANKUAI ONLINE TECH CO LTD