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Scene image text generation method and device, electronic equipment and storage medium

A technology of scene images and background images, applied in the computer field, can solve the problems of spending a lot of manpower and material resources, complex backgrounds, waste of time and energy, etc., to achieve the effect of increasing diversity, improving generalization ability, and facilitating R&D personnel.

Pending Publication Date: 2022-08-05
时趣互动(北京)科技有限公司
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AI Technical Summary

Problems solved by technology

Using the above method, it is often necessary to obtain a large number of scene image text data samples for training and testing in order to achieve ideal results. However, network pictures in Internet scenes have the characteristics of complex backgrounds, occlusions, and artistic fonts. In order to obtain a sufficient number of Samples, R&D personnel often need to spend a lot of manpower and material resources for data acquisition and labeling, wasting a lot of time and energy

Method used

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  • Scene image text generation method and device, electronic equipment and storage medium
  • Scene image text generation method and device, electronic equipment and storage medium
  • Scene image text generation method and device, electronic equipment and storage medium

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Embodiment

[0070] see figure 1 , a schematic diagram of an application scenario of a method and apparatus for generating scene image text provided in this embodiment.

[0071] like figure 1 As shown, a scene image text generation method and device provided by the present invention can be applied to the cloud server 100, and the cloud server 100 is respectively connected with the user client 200 through the Internet or other means. When generating the scene image text, the cloud server 100 obtains control instructions through the Internet or the user client 200, and sends the generated scene image text to the user client 200 or other places for storage. The database for storing the corpus information, the background image library, and the font library may be set in the cloud server 100 , or may be set in other devices or terminals connected to the cloud server 100 .

[0072] It should be noted that a text content classification method and device provided by the present invention can als...

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Abstract

The invention provides a scene image text generation method and device, electronic equipment and a storage medium, and aims to quickly generate a large amount of scene image texts through corpus information of an image text data set, a background image library and a font library. According to the method, data acquisition and labeling difficulty can be reduced, images with background diversity and font diversity can be quickly acquired, model training and testing are facilitated for research and development personnel, and the method is not limited by objective reasons such as less training data and long labeling period, so that the generalization ability of OCR text recognition is improved.

Description

technical field [0001] The present invention relates to the field of computer technology, and in particular, to a method, device, electronic device and storage medium for generating scene image text. Background technique [0002] With the rapid development of social media, e-commerce, short video, live broadcast and other media, massive data content is generated every day, especially the current video live broadcast and short video shopping are in full swing. Compared with text information, visual marketing based on pictures and videos is more Has the power to spread. How to quickly and accurately extract text information from massive image or video data and analyze brand attributes has become one of the most important tasks at present. At present, the common method mainly uses general text recognition technology to recognize artistic fonts or text content with complex backgrounds on network pictures in Internet scenarios, so as to facilitate users to extract text informati...

Claims

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Application Information

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IPC IPC(8): G06V20/62G06V30/19G06V10/774G06K9/62G06F16/583
CPCG06F16/5846G06F18/214
Inventor 秦涛曹特磊赵伟
Owner 时趣互动(北京)科技有限公司
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