Unlock instant, AI-driven research and patent intelligence for your innovation.

Text recognition method and device, electronic equipment and storage medium

A text recognition and to-be-recognized technology, applied in the field of text recognition, can solve the problems of low recognition accuracy, poor recognition effect, prone to cumulative errors, etc., and achieve the effect of high recognition accuracy

Pending Publication Date: 2022-06-17
深圳市星桐科技有限公司
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] With the development of image processing technology, image processing technology is gradually applied in the field of text recognition. Most of the common text recognition methods are to obtain the recognition results for each character at the same time or sequentially for each character, which is prone to cumulative errors. , resulting in relatively low recognition accuracy, and the recognition effect is relatively poor for long texts

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Text recognition method and device, electronic equipment and storage medium
  • Text recognition method and device, electronic equipment and storage medium
  • Text recognition method and device, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0026] In order to enable a clearer understanding of the above objects, features and advantages of the present disclosure, embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While certain embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein, but rather are provided for the purpose of A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are only for exemplary purposes, and are not intended to limit the protection scope of the present disclosure.

[0027] It should be understood that the various steps described in the method embodiments of the present disclosure may be performed in different orders and / or in parallel. Furthermore, method em...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to a text recognition method and device, electronic equipment and a storage medium. According to the method provided by the invention, a to-be-recognized target text image is acquired; recognizing the target text image by using a pre-trained text recognition model, and extracting features of the target text image by using a feature extraction layer in the text recognition model to obtain a plurality of feature mappings with different dimensions, generating a plurality of context vectors by utilizing an attention layer in the text recognition model based on a plurality of feature mappings with different dimensions and the obtained position codes with the plurality of preset dimensions, and respectively inputting the plurality of context vectors into a plurality of parallel decoding layers in the text recognition model for decoding, generating a plurality of recognition results corresponding to the target text image; and obtaining a final recognition result corresponding to the target text image according to the plurality of recognition results. According to the invention, the characters in the text image can be quickly and accurately identified.

Description

technical field [0001] The present disclosure relates to the technical field of text recognition, and in particular, to a text recognition method, apparatus, electronic device and storage medium. Background technique [0002] With the development of image processing technology, image processing technology is gradually applied in the field of text recognition. Most of the common text recognition methods are to obtain the recognition results for each character at the same time or obtain the recognition results for each character in sequence, which is prone to cumulative errors. , resulting in low recognition accuracy and poor recognition effect for long texts. SUMMARY OF THE INVENTION [0003] In order to solve the above technical problems, the present disclosure provides a text recognition method, which can quickly and accurately recognize characters in a text image. [0004] According to an aspect of the present disclosure, there is provided a text recognition method, com...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06V20/62G06N3/04G06N3/08G06V30/19G06V10/82
CPCG06N3/08G06N3/045
Inventor 秦勇
Owner 深圳市星桐科技有限公司