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Simulation image generation method and device, and computer-readable storage medium

A technology for simulating images and generating devices, applied in the field of image processing, can solve problems such as large workload, time-consuming and labor-intensive, boring and tasteless, and achieve the effects of small calculation amount, improved generation efficiency, and fast calculation speed.

Active Publication Date: 2020-10-16
NUCTECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, manual labeling of massive data is a very heavy and boring job, which is time-consuming and labor-intensive.
Thus, the generation efficiency of deep learning training samples is reduced

Method used

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  • Simulation image generation method and device, and computer-readable storage medium
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  • Simulation image generation method and device, and computer-readable storage medium

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Embodiment Construction

[0037] 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 only some, not all, embodiments of the present invention. The following description of at least one exemplary embodiment is merely illustrative in nature and in no way taken as limiting the invention, its application or uses. 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.

[0038] The relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present invention unless specifically stated otherwise.

[0039] At the same time, it should be understood that, for the convenience of d...

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Abstract

The invention discloses a simulation image generation method and device and a computer readable storage medium, and relates to the field of image processing. The method comprises steps of according toa preset number generation rule, generating a simulation number; according to the simulation number and a selected number type, generating a number simulation image; according to a synthesis result of the number simulation image and a generated background simulation image, generating a simulation image. According to the embodiment, simulation images can be automatically generated; the calculatedquantity in the generation process is low and the calculation speed is fast; a plenty of deep learning training samples can be generated in a short time; and generation efficiency of the deep learningtraining samples is improved.

Description

technical field [0001] The invention relates to the field of image processing, in particular to a method and device for generating an analog image and a computer-readable storage medium. Background technique [0002] At present, in order to improve work efficiency, pattern recognition technology has been widely used in various fields. For example, the container number automatic identification system can greatly improve the customs clearance speed at the customs checkpoint, and has been widely used in various container inspection systems in recent years. The research on container number recognition began in the 1990s, after which a large number of researchers extracted various container number location and recognition algorithms. [0003] In recent years, deep learning algorithms have made great progress, and have shown excellent performance in many pattern recognition fields, far exceeding traditional pattern recognition methods. In the training process of deep learning al...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T11/60G06T11/40
CPCG06T11/40G06T11/60
Inventor 赵自然顾建平王志明
Owner NUCTECH CO LTD