Plant species identification method and system, electronic equipment and storage medium

A technology of plant species and identification method, which is applied in the field of plant species identification method, electronic equipment and storage media, and system, can solve problems such as low efficiency, long time consumption, and poor feature invariance, and achieve the effect of improving accuracy

Pending Publication Date: 2021-12-24
GUANGDONG INSPUR BIG DATA RES CO LTD
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AI Technical Summary

Problems solved by technology

The identification of plant species is the cornerstone of protecting plant diversity. At present, the identification of plant species mainly relies on human identification. According to statistics, there are about 550,000 species of plants on the earth, which brings great challenges to manual identification of plant species and statistical work. Not only is it time-consuming and inefficient, but there are so many varieties of plants ...

Method used

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  • Plant species identification method and system, electronic equipment and storage medium
  • Plant species identification method and system, electronic equipment and storage medium
  • Plant species identification method and system, electronic equipment and storage medium

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Embodiment Construction

[0054] In order to make the objects, technical solutions, and advantages of the present application, the technical solutions in the present application embodiment will be described in connext of the present application embodiment, and It is a part of the present application, not all of the embodiments. Based on the embodiments in the present application, one of ordinary skill in the art is in the scope of the present application without making creative labor premistence.

[0055] See below figure 1 , figure 1 A flowchart of a method of identifying a plant species according to an embodiment of the present application.

[0056] Specific steps may include:

[0057] S101: extracting the image edge of the blade profile of the blade of the plant, and the leaf edge profile blades rotate transform contour image;

[0058] Wherein, prior to this step, there may be a plurality of images acquired leaves of plants and plant species of plant leaf images corresponding to each operation, supervis...

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Abstract

The invention discloses a plant type identification method, and the method comprises the steps: extracting a leaf edge contour of a plant leaf image, and carrying out the rotation transformation of the leaf edge contour, and obtaining a leaf contour image; wherein the contour inclination angles of all the blade contour images are the same; extracting contour features from the blade contour image; wherein the contour features comprise any one or a combination of any several of a convex defect feature, a contour shape symmetry feature and a contour shape vector feature; and training a plant leaf classification model by using the contour features so as to execute a plant type identification operation by using the trained plant leaf classification model, thereby improving the accuracy of plant type identification. The invention also discloses a plant species identification system, electronic equipment and a storage medium, which have the above beneficial effects.

Description

Technical field [0001] The present application relates to the technical field of image processing, and particularly relates to a plant species identification methods, systems, electronic devices and storage media. Background technique [0002] With national attention on the construction of ecological civilization gradually increase the protection of species diversity also received more and more attention, protection of plant diversity is of great significance for the stability of the global environment. Identification of plant species is the cornerstone of conservation of plant diversity, plant species currently identified mainly rely on human identification, according to statistics about 55 kinds of plants on Earth, which for artificial identification of plant species and statistical work has brought great challenges, not only time-consuming, inefficient, and plant variety, even if sometimes it is difficult to accurately botanists were identified. [0003] Commonly used in the a...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/32G06K9/46G06K9/62G06N20/00
CPCG06N20/00G06F18/2411
Inventor 沈艳梅宿栋栋刘伟阚宏伟
Owner GUANGDONG INSPUR BIG DATA RES CO LTD
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