Image data processing method, apparatus, computer device, and storage medium

A technology of image data and processing methods, which is applied in the field of image recognition, can solve problems such as high cost, time-consuming, and low efficiency, and achieve the effect of ensuring recognition accuracy and ensuring recognition accuracy

Pending Publication Date: 2019-03-19
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
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Problems solved by technology

[0003] Embodiments of the present invention provide an image data processing method, device, computer equipment, and storage me...

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  • Image data processing method, apparatus, computer device, and storage medium
  • Image data processing method, apparatus, computer device, and storage medium
  • Image data processing method, apparatus, computer device, and storage medium

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Embodiment Construction

[0029] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0030] The image data processing method provided by the embodiment of the present invention, the image data processing method can be applied as figure 1 shown in the application environment. Specifically, the image data processing method is applied in an image data processing system, and the image data processing system includes such as figure 1 The client and the server are shown, and the client and the server communicate through the network to imple...

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PUM

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Abstract

The invention discloses an image data processing method, an apparatus, a computer device and a storage medium, which are applied in the technical field of image recognition. The method comprises the following steps: crawling an original image by a crawler tool, wherein each original image corresponds to an image type; at least one text line region is obtain by using a text position algorithm to locate that original image, and each text line region is screened to obtain a region block image; based on the image type and the position information of the region block image, the target OCR recognition model is obtained. A target OCR recognition model is adopted to recognize a region block image, and a target recognition result is obtained, the target recognition result comprises at least two recognized characters and a corresponding recognition probability; a target text is obtained based on at least two recognize characters and corresponding recognition probability, that target text is determined as a labeled text, and a target image sample is obtain based on a region block image and a labeled text. The method can effectively improve the acquisition efficiency of target image samples and reduce the acquisition cost.

Description

technical field [0001] The present invention relates to the technical field of image recognition, in particular to an image data processing method, device, computer equipment and storage medium. Background technique [0002] In the field of image recognition technology, it is necessary to input image samples carrying annotation information into CNN, LSTM or other network models for training to obtain an image recognition model, so that the image recognition model can recognize the text in the image. The current image samples mainly crawl a large number of original images through crawler tools, and manually mark the text content in each original image to form image samples that can be used for model training. This method of manually labeling image samples has problems such as low efficiency, time-consuming and high labor costs. Contents of the invention [0003] Embodiments of the present invention provide an image data processing method, device, computer equipment, and st...

Claims

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Application Information

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IPC IPC(8): G06F16/951G06F16/53
CPCG06V20/635G06V30/10
Inventor 黄锦伦
Owner PING AN TECH (SHENZHEN) CO LTD
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