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Image processing method, image training method, image processing device, image training device, medium and computing equipment

An image processing and image technology, applied in the Internet field, can solve problems such as the inability to process multiple languages ​​at the same time, and cannot apply to multi-language application scenarios, so as to improve the efficiency of text recognition and improve user experience.

Pending Publication Date: 2019-08-09
网易有道信息技术(北京)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Existing image text recognition technology (for example, OCR, Optical Character Recognition Optical Character Recognition), basically can only recognize text in a single language, for multiple pictures containing text in different languages, or a picture contains multiple languages ​​at the same time The recognition of the text is powerless
It can be seen that the existing image text recognition technology cannot handle multiple languages ​​at the same time, so it cannot be applied to the application scenario where the image contains multiple languages. With the development of internationalization, such application scenarios will become more and more common

Method used

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  • Image processing method, image training method, image processing device, image training device, medium and computing equipment
  • Image processing method, image training method, image processing device, image training device, medium and computing equipment
  • Image processing method, image training method, image processing device, image training device, medium and computing equipment

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Embodiment Construction

[0040] The principle and spirit of the present invention will be described below with reference to several exemplary embodiments. It should be understood that these embodiments are given only to enable those skilled in the art to better understand and implement the present invention, rather than to limit the scope of the present invention in any way. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.

[0041] Those skilled in the art know that the embodiments of the present invention can be implemented as a system, device, device, method or computer program product. Therefore, the present disclosure may be embodied in the form of complete hardware, complete software (including firmware, resident software, microcode, etc.), or a combination of hardware and software.

[0042] According to the embodiments of the present invention, an image processing method, ...

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Abstract

The embodiment of the invention provides an image processing method. The image processing method comprises the steps of obtaining a first image, wherein the first image comprises first character information represented by characters in at least two languages; identifying the first character information through a neural network; and outputting a first character sequence corresponding to the first character information. According to the method, various different languages and characters in the image can be recognized at the same time, recognition of the multilingual characters in the image is improved, and better experience is brought to a user. The embodiment of the invention further provides an image processing device, a medium and computing equipment. In addition, the embodiment of the invention also provides a neural network training method and device for image processing, a medium and computing equipment.

Description

technical field [0001] Embodiments of the present invention relate to the field of Internet technologies, and more specifically, embodiments of the present invention relate to an image processing method and corresponding devices, media, and computing equipment, as well as a neural network training method for image processing and corresponding devices, media and computing equipment. Background technique [0002] This section is intended to provide a background or context for implementations of the invention that are recited in the claims. The descriptions herein are not admitted to be prior art by inclusion in this section. [0003] In the context of deepening globalization, the text in the images taken by users may come from different countries, and the pictures may contain text in multiple languages. Existing image text recognition technology (for example, OCR, Optical Character Recognition Optical Character Recognition), basically can only recognize text in a single lang...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N3/04
CPCG06N3/045G06F18/24
Inventor 邓冰峰林辉段亦涛
Owner 网易有道信息技术(北京)有限公司