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Intelligent labeling method and device for text in image and storage medium

An image labeling, Chinese text technology, applied in the field of artificial intelligence, can solve the problems of difficult model training, labor costs, and reduce the efficiency of sample labeling, and achieve the effect of alleviating difficulties and improving labeling efficiency.

Active Publication Date: 2020-06-19
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In related technologies, when constructing training samples, manual input and other manual labeling methods are usually used, which not only consumes labor costs, but also greatly reduces the efficiency of sample labeling, which brings great difficulties to model training.

Method used

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  • Intelligent labeling method and device for text in image and storage medium
  • Intelligent labeling method and device for text in image and storage medium
  • Intelligent labeling method and device for text in image and storage medium

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Embodiment Construction

[0052] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with the accompanying drawings, and the described embodiments should not be considered as limiting the present invention, and those of ordinary skill in the art do not make any All other embodiments obtained under the premise of creative labor belong to the protection scope of the present invention.

[0053] In the following description, references to "some embodiments" describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or a different subset of all possible embodiments, and Can be combined with each other without conflict.

[0054]In the following description, the term "first\second\third" is only used to distinguish similar objects, and does not represent a specific ordering of objects. Understandably, "first\second\third" Where per...

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Abstract

The invention provides an intelligent labeling method and device for a text in an image, electronic equipment and a storage medium. The method comprises the steps that screenshot is conducted on a page containing text content, and a to-be-labeled image containing the text content is obtained; wherein the text content is matched with a target language; extracting text content in the page to obtaina target language text of the page; performing optical character recognition on the to-be-labeled image to obtain an optical character recognition text corresponding to the to-be-labeled image; obtaining a target text corresponding to the optical character recognition text in the target language text; based on the target text, performing text annotation on the to-be-annotated image to obtain an image annotation sample; by means of the method and device, automatic text labeling can be conducted on the images, the sample labeling efficiency is improved, and a large number of labeling samples areprovided for model training in a short time.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a method, device, electronic equipment and storage medium for intelligently labeling text in an image. Background technique [0002] Artificial intelligence technology is a comprehensive subject that involves a wide range of fields, including both hardware-level technology and software-level technology. Artificial intelligence software technology mainly includes several major directions such as computer vision technology, speech processing technology, natural language processing technology, and machine learning / deep learning. Among them, computer vision technology (CV, Computer Vision) is a science that studies how to make machines "see", usually including image processing, image recognition, image semantic understanding, image retrieval, optical character recognition (OCR, Optical Character Recognition) ) and other technologies. [0003] With the gradual maturi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/20G06K9/34G06F40/126G06F3/0483G06F3/0484
CPCG06F3/0483G06F3/04845G06V30/413G06V10/22G06V30/153G06V30/10Y02D10/00
Inventor 黄杰袁星宇
Owner TENCENT TECH (SHENZHEN) CO LTD