Cockroach mating behavior analysis method and system, and storage medium

A behavior analysis and cockroach technology, applied in neural learning methods, biological neural network models, instruments, etc., can solve problems such as threats to human and animal health and ecological environment, and failure to realize scientific and data-based breeding.

Pending Publication Date: 2020-05-12
SOUTH CHINA NORMAL UNIVERSITY +1
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Problems solved by technology

[0007] At present, the control of Periplaneta americana still mainly relies on traditional chemical pesticides, which cannot fundamentally eliminate the situation of cockroach infestation. Human and animal health and the ecological environment; in addition, there has been a considerable scale of cockroach breeding, using the biological value and medicinal value of cockroaches to benefit human beings, but the current cockroach breeding is only based on experience, and the scientific and digitalization of breeding has not been realized

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  • Cockroach mating behavior analysis method and system, and storage medium
  • Cockroach mating behavior analysis method and system, and storage medium
  • Cockroach mating behavior analysis method and system, and storage medium

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[0036] The present invention will be further described in detail below in conjunction with specific examples. For the step numbers in the following embodiments, it is only set for the convenience of illustration and description, and the order between the steps is not limited in any way. The execution order of each step in the embodiments can be adapted according to the understanding of those skilled in the art sexual adjustment.

[0037] Such as figure 1 Shown, be the flow chart of the specific steps of the embodiment of the present invention, a kind of method concrete implementation steps of the cockroach mating behavior analysis of the present embodiment are:

[0038] S101. Obtain the cockroach video and the training set video; specifically, first take the male and female worms of different days after eclosion respectively, and put them into glass dishes in pairs at a ratio of 1:1. An infrared camera (FL2G-50S5M, lens H0514-MP) was used to continuously record the courtshi...

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Abstract

The invention discloses a cockroach mating behavior analysis method and a system, and a storage medium. The cockroach mating behavior analysis method comprises the following steps: acquiring a cockroach video and a training set video; performing target detection through a neural network model according to the cockroach video and the training set video, and extracting individual information and behavior information; performing target tracking on the cockroaches after the target detection operation; generating a target tracking video, and generating a data statistics result in combination with the individual information and the behavior information; performing data visualization and result analysis on the data statistical result to generate a cockroach prevention and control or artificial breeding scheme; according to the method, the cockroach mating and breeding behaviors are researched and controlled from the source, so that cockroach prevention and control and breeding work are not guided by only depending on experience, scientization, datamation and refinement are achieved, and the method can be widely applied to the technical field of animal behavior research.

Description

technical field [0001] The invention relates to the technical field of animal behavior research, in particular to a method, system and storage medium for analyzing mating behavior of cockroaches. Background technique [0002] Glossary: [0003] IoU: Intersection over Union (IOU) is a standard for measuring the accuracy of detecting corresponding objects in a specific data set. IoU is a simple measurement standard, as long as the task of obtaining a prediction range (bounding boxes) in the output can be measured with IoU; [0004] Hungarian Matching Algorithm: A combinatorial optimization algorithm that solves task assignment problems in polynomial time and drives the later primal-dual approach; let G = (V, E) be an undirected graph. For example, the vertex set V can be divided into two mutually disjoint subsets V 1 and V 2 , selecting the subset with the largest number of edges in such a subset is called the maximum matching problem of the graph (maximal matching problem...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06N3/04G06N3/08G06Q50/02
CPCG06N3/08G06Q50/02G06V40/20G06V20/41G06N3/048G06N3/045
Inventor 李娜李胜
Owner SOUTH CHINA NORMAL UNIVERSITY
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