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Pest identification method, device, computer equipment and storage medium

An identification method and pest technology, applied in the field of image recognition, can solve the problem of low pest identification efficiency, and achieve the effects of improving accuracy, comprehensive and accurate pest identification information, and improving efficiency and accuracy.

Active Publication Date: 2021-08-13
ZHONGKAI UNIV OF AGRI & ENG
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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 pest identification method, device, computer equipment, and storage medium to solve the problem of low efficiency of pest identification

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  • Pest identification method, device, computer equipment and storage medium
  • Pest identification method, device, computer equipment and storage medium
  • Pest identification method, device, computer equipment and storage medium

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Embodiment Construction

[0030] 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 some of the embodiments of the present invention, but not all of them. 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.

[0031] The pest identification method provided by this application can be applied in such as figure 1 In the application environment of , wherein, the client communicates with the server through the network, and the server receives the image set to be recognized sent by the client, wherein the image set to be recognized includes at least two images to be recognized collected from different angles; and then treat Carry out image segmentation for each im...

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Abstract

The invention discloses a pest recognition method, device, computer equipment and storage medium. The method includes: acquiring a set of images to be recognized; performing image segmentation on each image to be recognized in the set of images to be recognized, and obtaining the image of each image to be recognized Image segmentation information; if the consistent number of image segmentation information in the image set to be identified reaches the preset quantity threshold, then the corresponding image to be identified is divided according to the image segmentation information to obtain M insect images; each insect image is Classify and recognize to obtain the pest recognition result of each image to be recognized; and form the pest recognition information of the image set to be recognized according to the pest recognition result of each image to be recognized. The pest identification method improves the efficiency and accuracy of pest identification results.

Description

technical field [0001] The invention relates to the field of image recognition, in particular to a pest recognition method, device, computer equipment and storage medium. Background technique [0002] At present, the identification of pests in the process of crop growth and breeding mainly focuses on the background or grayscale image segmentation processing of the captured crop pictures. However, in practical applications, due to the influence of farmland environmental factors, such as crop leaves, weeds, soil, light or the background color of the image acquisition platform, the captured pictures generally have complex backgrounds. Aiming at problems such as concentrated image background color distribution, deep hidden crop pests, small size, many types, similar shapes, etc., methods based on deep learning are usually used for recognition. However, the above methods have high requirements for the pest environment. Therefore, the existing For the identification of crop pests...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/00G06K9/62G06K9/38G06T5/00G06T5/30G06T7/11G06T7/136G06T7/194
CPCG06T5/30G06T7/11G06T7/136G06T7/194G06T2207/20081G06T2207/20084G06T2207/30188G06V20/00G06V10/28G06F18/241G06T5/70
Inventor 唐宇骆少明庄家俊侯超钧郭琪伟褚璇苗爱敏陈亚勇高升杰朱耀宗程至尚
Owner ZHONGKAI UNIV OF AGRI & ENG