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Image text recognition method, device, equipment and storage medium thereof

A text recognition and image technology, applied in the field of image processing, can solve the problems of limited file detection and information extraction, poor performance in the detection of slender text boxes, etc., to save input time, improve accuracy, and improve processing. The effect of efficiency

Active Publication Date: 2022-05-03
SF TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, these methods have shortcomings when solving the problem of information entry of business licenses. For example, the limitations of the image itself lead to limited file detection and information extraction, and poor performance in the detection of thin and long text boxes.

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  • Image text recognition method, device, equipment and storage medium thereof
  • Image text recognition method, device, equipment and storage medium thereof
  • Image text recognition method, device, equipment and storage medium thereof

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Embodiment Construction

[0022] The application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for ease of description, only parts related to the invention are shown in the drawings.

[0023] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0024] Please refer to figure 1 , figure 1 A schematic flowchart of the image text recognition method provided by the embodiment of the present application is shown.

[0025] like figure 1 As shown, the method includes:

[0026] Step 110, acquiring an image to be recognized, which is a picture...

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Abstract

The application discloses an image text recognition method, device, equipment and storage medium thereof. The method includes: obtaining an image to be recognized, which is an image of an administrative license; inputting the image to be recognized into a pre-built image text recognition model for text detection and text recognition, and obtaining a target recognition result; wherein, the image text recognition model Including the image text detection sub-model and the image text recognition sub-model, the image text detection sub-model and the image text recognition sub-model are respectively trained with deep learning algorithms, and the target recognition results include sentences corresponding to at least one text entry in the image to be recognized information features. According to the technical solution of the embodiment of the present application, the detection and recognition of the target area of ​​the image to be recognized is realized through the pre-built image text recognition model, thereby improving the processing efficiency of image text information and greatly saving the time for user information entry.

Description

technical field [0001] The present application generally relates to the technical field of image processing, specifically relates to the technical field of image-based recognition detection, and especially relates to image text recognition methods, devices, equipment and storage media thereof. Background technique [0002] In the express business scenario, information entry is an inevitable link. A large amount of information is repeatedly entered, which will cause a waste of resources. For example, the information entry of a business license sometimes needs to be updated on a monthly basis. [0003] At present, for image processing and recognition, some use traditional text detection and recognition technology (Optical Character Recognition, OCR), which includes text area detection, image information extraction and correction, and text recognition classifiers based on traditional machine learning methods and HMM models . However, these methods have shortcomings when solv...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V30/424G06V30/14G06V30/148G06V10/774G06N3/04G06N3/08
CPCG06V10/225G06V30/153G06N3/045G06F18/214
Inventor 冯昊楠张玉双冯新杰庄思待
Owner SF TECH