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Image processing method and device, storage medium and computer equipment

An image processing and image technology, applied in the computer field, can solve problems such as unproposed solutions, and achieve the effect of improving the recognition rate

Pending Publication Date: 2021-12-24
ALIBABA GRP HLDG LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] For the above problems, no effective solution has been proposed

Method used

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

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0024] According to an embodiment of the present invention, a method embodiment of an image processing method is also provided. It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions, and , although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0025] The method embodiment provided in Embodiment 1 of the present application may be executed in a mobile terminal, a computer terminal, or a similar computing device. figure 1 A hardware structure block diagram of a computer terminal for realizing the image processing method is shown. Such as figure 1 As shown, the computer terminal 10 (or mobile device 10) may include one or more (shown by 102a, 102b, ..., 102n in the figure) processor 102 (the processor 102 may include but not limited to a microp...

Embodiment 2

[0061] According to an embodiment of the present invention, an image processing device 1 for implementing the above image processing method 1 is also provided, Figure 5 is a structural block diagram of an image processing device 1 according to Embodiment 2 of the present invention, as Figure 5 As shown, the image processing device 1 50 includes: a first receiving module 52 , a first identification module 54 and a first output module 56 , and the image processing device 1 50 will be described below.

[0062] The first receiving module 52 is used to receive the first image to be recognized; the first recognition module 54 is connected to the first receiving module 52 and is used to identify the net cage in the first image to be recognized by the first branch of the image recognition model , and identify the water body in the first image to be identified by the second branch of the image recognition model; the first output module 56 is connected to the above-mentioned first ide...

Embodiment 3

[0065] According to an embodiment of the present invention, an image processing device 2 for implementing the above image processing method 2 is also provided, Figure 6 is a structural block diagram of an image processing device 2 according to Embodiment 3 of the present invention, as Figure 6 As shown, the image processing device 2 60 includes: a second receiving module 62 , a second identification module 64 and a second output module 66 , and the image processing device 2 60 will be described below.

[0066] The second receiving module 62 is used to receive the second image to be recognized, wherein, the second image to be recognized includes a net cage; the second recognition module 64 is connected to the above-mentioned second receiving module 62, and is used to identify the first image by an image recognition model. Two water bodies in the image to be identified; the second output module 66 is connected to the above-mentioned second identification module 64 for outputti...

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PUM

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Abstract

The invention discloses an image processing method and device, a storage medium and computer equipment. The method comprises the following steps: receiving a first to-be-recognized image; identifying a net cage in the first to-be-identified image through a first branch of the image identification model, and identifying a water body in the first to-be-identified image through a second branch of the image identification model; and outputting a first identification result which comprises a relationship between the net cage and the water body. According to the invention, the technical problem of misrecognition of the aquaculture net cage when the aquaculture net cage is recognized from the image in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of computers, in particular to an image processing method, device, storage medium and computer equipment. Background technique [0002] In the related art, when the image is recognized, it is recognized that the target object in the image is not the target object actually needed. For example, the recognized object is not the object in the intended target environment, thus resulting in a large number of misidentifications of the object. For example, when identifying aquaculture cages from an image, that is, when identifying the cages used for aquaculture in the image, since the aquaculture is generally in water bodies, but sometimes the recognized cages are on land, so , resulting in misidentification of the culture cages. [0003] Therefore, in the related art, when identifying the breeding net cage from the image, there is a problem of misidentifying the breeding net cage. [0004] For the above problems, ...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06F18/22
Inventor 袁建龙王志斌李昊崔倩赵凯张潮
Owner ALIBABA GRP HLDG LTD