Pest and disease identification and model training method and device, electronic equipment and storage medium

A technology of identification model and identification method, applied in the field of agricultural informatization, can solve problems such as poor pest control effect

Pending Publication Date: 2022-06-07
瀚云科技有限公司
View PDF0 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the embodiments of the present application is to provide a method, device, electronic equipment, and storage medium for pest identification and model training, so as to improve the above-mentioned technical problems of ineffective control of pests and diseases

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Pest and disease identification and model training method and device, electronic equipment and storage medium
  • Pest and disease identification and model training method and device, electronic equipment and storage medium
  • Pest and disease identification and model training method and device, electronic equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0045] The technical solutions in the embodiments of the present application will be described below with reference to the accompanying drawings in the embodiments of the present application. It should be noted that like numerals and letters refer to like items in the following figures, so once an item is defined in one figure, it does not require further definition and explanation in subsequent figures.

[0046] The terms "comprising", "comprising" or any other variation thereof are intended to encompass non-exclusive inclusion such that a process, method, article or device comprising a list of elements includes not only those elements, but also other not expressly listed elements, or also include elements inherent to such a process, method, article or apparatus. Without further limitation, an element qualified by the phrase "comprising a..." does not preclude the presence of additional identical elements in a process, method, article or apparatus that includes the element. ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention provides a pest and disease identification and model training method and device, electronic equipment and a storage medium. The pest and disease identification method comprises the following steps: pre-training a to-be-trained feature extraction network by adopting a first crop image without a label to obtain a trained feature extraction network; training a to-be-trained disease and insect pest recognition model by adopting the second crop image with the label to obtain a trained disease and insect pest model; the to-be-trained pest recognition model comprises the trained feature extraction network and a to-be-trained multi-classifier. And recognizing the to-be-recognized image through the trained disease and pest recognition model to obtain a recognition result output by the disease and pest recognition model. According to the pest recognition method, pest recognition is performed on the to-be-recognized image through the trained pest recognition model, and the pest control effect is improved through the systematic pest recognition scheme.

Description

technical field [0001] The present application relates to the technical field of agricultural informatization, and in particular to a method, device, electronic device and storage medium for pest identification and model training. Background technique [0002] The current pest control work mainly relies on planters to identify the types of pests and diseases based on experience; when encountering pests and diseases that planters cannot determine based on experience, planters usually turn to plant protection experts for help. [0003] The planters' ability to prevent and control diseases and insect pests is uneven, and there is a lack of systematic solutions; the number of plant protection experts is limited, and they cannot meet the growing demand for planting. SUMMARY OF THE INVENTION [0004] The purpose of the embodiments of the present application is to provide a method, device, electronic device and storage medium for pest identification and model training, so as to i...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/764G06V10/74G06V10/26G06V10/82G06K9/62G06N3/04G06N3/08G06Q50/02
CPCG06N3/08G06Q50/02G06N3/045G06F18/2431G06F18/22
Inventor 雷娇何渝君闫政苟伟邬明罡
Owner 瀚云科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap