Target detection method and device, nonvolatile storage medium and electronic equipment

A target detection and target technology, applied in instruments, character and pattern recognition, computer parts and other directions, can solve problems such as low detection accuracy, and achieve the effect of solving low detection accuracy, improving detection accuracy, and enhancing detection accuracy.

Pending Publication Date: 2021-03-26
ZHUHAI GREE INTELLIGENT EQUIP CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Embodiments of the present invention provide a target detection method and device, a non-volatile storage medium, and electronic equipment to at least solve the technical problem of low detection accuracy of traditional target detection models in the prior art

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  • Target detection method and device, nonvolatile storage medium and electronic equipment
  • Target detection method and device, nonvolatile storage medium and electronic equipment
  • Target detection method and device, nonvolatile storage medium and electronic equipment

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Embodiment 1

[0026] According to an embodiment of the present invention, an embodiment of a target detection method is 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 In the flowcharts, a logical order is shown, but in some cases the steps shown or described may be performed in an order different from that shown or described herein.

[0027] figure 1 is a flowchart of a target detection method according to an embodiment of the present invention, such as figure 1 As shown, the method includes the following steps:

[0028] Step S102, acquiring multiple feature layers of the target detection model, wherein the multiple feature layers include: a first feature layer and a second feature layer, the semantic information of the first feature layer is less than the semantic information of the second feature layer ;

[0029] Step S104, performing f...

Embodiment 2

[0061] According to an embodiment of the present invention, an embodiment of a device for implementing the above target detection method is also provided, Figure 4 is a schematic structural diagram of a target detection device according to an embodiment of the present invention, such as Figure 4 As shown, the above target detection device includes: an acquisition module 400, a fusion processing module 402 and an update module 404, wherein:

[0062] The acquisition module 400 is configured to acquire multiple feature layers of the target detection model, wherein the multiple feature layers include: a first feature layer and a second feature layer, and the semantic information of the first feature layer is less than that of the second feature layer Semantic information; the fusion processing module 402 is used to fuse the above-mentioned first feature layer and the above-mentioned second feature layer in the above-mentioned multiple feature layers to obtain a target detection ...

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Abstract

The invention discloses a target detection method and device, a nonvolatile storage medium and electronic equipment. The method comprises the following steps: obtaining a plurality of feature layers of a target detection model, the plurality of feature layers comprising a first feature layer and a second feature layer, semantic information of the first feature layer being less than semantic information of the second feature layer; performing fusion processing on the first feature layer and the second feature layer in the plurality of feature layers to obtain a target detection layer, the fusion processing being used for enhancing semantic information of the first feature layer; and updating the target detection model based on the target detection layer. According to the invention, the technical problem of low detection precision of a traditional target detection model in the prior art is solved.

Description

technical field [0001] The present invention relates to the field of target detection, in particular to a target detection method and device, a non-volatile storage medium, and electronic equipment. Background technique [0002] When it comes to object detection, classical object detection frameworks often perform poorly on small object detection tasks. For the small target detection problem in the industrial environment, how to improve the classic target detection framework and improve the detection accuracy of small-scale targets has not yet proposed an effective solution. Contents of the invention [0003] Embodiments of the present invention provide a target detection method and device, a non-volatile storage medium, and electronic equipment, so as to at least solve the technical problem of low detection accuracy of traditional target detection models in the prior art. [0004] According to an aspect of an embodiment of the present invention, a target detection method...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/46
CPCG06V10/454G06V2201/07G06F18/214G06F18/24G06F18/253
Inventor 蒋泽新宋明岑杨智慧
Owner ZHUHAI GREE INTELLIGENT EQUIP CO LTD
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