Image processing method, device, system and computer storage medium

An image processing and image acquisition device technology, applied in the field of image processing, can solve problems that affect the reliability of detection results and cannot adapt to a wider range of scenarios, and achieve the effect of guaranteed results

Active Publication Date: 2021-08-31
BEIJING KUANGSHI TECH CO LTD
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AI Technical Summary

Problems solved by technology

Insufficient data in the data set will seriously affect the reliability of the detection results and cannot adapt to a wider range of scenarios

Method used

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  • Image processing method, device, system and computer storage medium
  • Image processing method, device, system and computer storage medium
  • Image processing method, device, system and computer storage medium

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Embodiment Construction

[0033] In order to make the objects, technical solutions and advantages of the present invention more apparent, exemplary embodiments according to the present invention will be described in detail below with reference to the accompanying drawings. Apparently, the described embodiments are only some embodiments of the present invention, rather than all embodiments of the present invention, and it should be understood that the present invention is not limited by the exemplary embodiments described here. Based on the embodiments of the present invention described in the present invention, all other embodiments obtained by those skilled in the art without creative effort shall fall within the protection scope of the present invention.

[0034] Embodiments of the present invention can be applied to electronic equipment, figure 1 Shown is a schematic block diagram of an electronic device according to an embodiment of the present invention. figure 1 The illustrated electronic device...

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Abstract

Embodiments of the present invention provide an image processing method, device, system and computer storage medium. The method includes: obtaining a generation confrontation network through training in the following manner, the generation confrontation network including a generation model and a discriminant model: inputting an input image into the generation model to obtain an output image, wherein the output image has a similarity with the input image Different styles; input the output image to the discriminant model to obtain the output value; according to the predefined loss function, train the generative model and the discriminant model until convergence; use the trained generative model to obtain the generated The input image of the model has different styles of the target image. Therefore, the embodiment of the present invention can obtain a generative adversarial network through training, and based on the generative model of the generative adversarial network, a target image with a different style from the input image can be obtained, so that the data set used for vehicle detection can be expanded, thereby ensuring vehicle detection. Effect.

Description

technical field [0001] The present invention relates to the field of image processing, and more particularly relates to an image processing method, device, system and computer storage medium. Background technique [0002] Vehicle detection is an important aspect in the field of image detection. The effect of vehicle detection depends on a large amount of data, that is, a dataset. Insufficient data in the dataset will seriously affect the reliability of the detection results and cannot be adapted to a wider range of scenarios. Therefore, in the scene of vehicle detection, it is expected that there are various styles of data in the data set. Therefore, how to obtain various styles of data is one of the problems that need to be solved urgently. Contents of the invention [0003] The present invention has been made in consideration of the above-mentioned problems. The invention provides an image processing method, device, system and computer storage medium, capable of gener...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06V2201/08G06F18/2413
Inventor 史桀绮
Owner BEIJING KUANGSHI TECH CO LTD
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