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Intelligent pig raising monitoring method and management terminal

A technology for live pigs and farms, applied in the field of intelligent breeding, can solve the problems of one-sided judgment results and single judgment basis.

Inactive Publication Date: 2020-06-16
福建农业职业技术学院
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The existing field of intelligent pig raising mainly includes: using smart ear tags to create a set of files for each pig, so as to record the data of breeding, quarantine, slaughter and harmless processes; through sensing technology, with the help of AI and big data To monitor and perceive the physiological data of each pig in real time, so as to monitor the health of live pigs and realize epidemic warning and productivity prediction through data analysis; real-time monitoring through video to realize large-scale pig raising monitoring; however, the existing Health monitoring is based on physiological data, usually body temperature data, the basis for judgment is relatively single, and the judgment result is relatively one-sided

Method used

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  • Intelligent pig raising monitoring method and management terminal

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Experimental program
Comparison scheme
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Embodiment 1

[0084] Please refer to figure 1 , The first embodiment of the present invention is:

[0085] An intelligent pig raising monitoring method, including the steps:

[0086] S1: Obtain live pig monitoring videos in the breeding farm about live pigs in the breeding process, in this embodiment. The live pig monitoring video can be obtained in real time by installing a camera;

[0087] S2. Identify the walking track and performance behavior of each pig in the pig monitoring video;

[0088] In this embodiment, step S2 specifically includes the following steps:

[0089] S21. Extract the pig monitoring images with the first preset time interval of N frames from the pig monitoring video to obtain the trajectory generation image set, extract M frames of continuous pig monitoring images from the pig monitoring video, obtain the behavior analysis image set, and generate the trajectory Each frame of pig monitoring images in the image set and behavior analysis image set is divided into X individual pi...

Embodiment 2

[0094] Please refer to figure 1 , The second embodiment of the present invention is:

[0095] An intelligent pig raising monitoring method, on the basis of the above embodiment 1, step S2 in the embodiment 1 is replaced with the following steps:

[0096] S21', starting from the first frame of pig monitoring image in the pig monitoring video, it is judged whether there is a clear pig face, until the first pig monitoring image including clear pig face is obtained, and the first pig monitoring image including clear pig face is obtained. The image was segmented into the first individual pig image including the clear pig face, and the pig individual identification was performed on the first individual pig image to obtain the first pig individual identity information corresponding to the first individual pig image, and The first live pig corresponding to the individual identity information of the pig is targeted to track the first live pig in each frame of the live pig monitoring image i...

Embodiment 3

[0099] Please refer to figure 1 , The third embodiment of the present invention is:

[0100] An intelligent pig raising monitoring method, on the basis of the above embodiment 1, further includes the following steps before step S1:

[0101] Obtain the entrance video of the same pig by the first cameras located at different positions at the entrance of the farm. The entrance video includes the static segment of the same pig in the standing state and the behavior segment of different behaviors. , The orientation of the first camera includes at least the front, left, right, rear, and top of the pig. Each behavior segment corresponds to a behavior. The pig includes healthy pigs and pigs with different types of diseases;

[0102] Extract multiple individual pictures of pigs in a standing state from the static segment, and reconstruct the preset individual pig 3D model according to the multiple individual pictures of pigs to obtain the 3D model of pigs corresponding to the pigs. Multiple ...

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Abstract

The invention discloses an intelligent pig raising monitoring method and a management terminal. The method comprises the following steps: acquiring a live pig monitoring video of live pigs in a farm in a raising process; identifying a walking track and an expression behavior of each live pig in the live pig monitoring video; and obtaining the health state of each live pig according to the walkingtrack and the expression behavior of each live pig. Video real-time monitoring is carried out on live pigs in the breeding process, so that a farmer can observe the growth condition of the live pigs in real time to judge the health state of the live pigs; and meanwhile, the walking track and the expression behavior of each live pig are automatically analyzed according to the monitored video system, so that the health state of each live pig is obtained, and intelligent real-time health monitoring is automatically provided for farmers.

Description

Technical field [0001] The invention relates to the technical field of intelligent breeding, in particular to an intelligent pig raising monitoring method and management terminal. Background technique [0002] With the rapid development of the domestic economy and the growth of people's disposable income, the people's consumption of meat has also increased year by year. Among them, pork is one of the most common animal foods on people's tables. [0003] The increase in pork consumption year by year poses a huge challenge to the traditional pig breeding industry. Among them, the cost of raising pigs has gradually become higher, and the cost of piglets, the cost of feed such as corn for feeding pigs, labor costs, and the time for pigs to slaughter have caused many traditional pig farmers to show a downward trend in profits. Therefore, artificial intelligence has begun to enter the field of pig breeding. The existing smart pig raising field mainly includes: using smart ear tags to ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04N7/18A01K29/00
CPCA01K29/005H04N7/181
Inventor 杨慧吴俊穗周雄许杰林莉徐磊
Owner 福建农业职业技术学院
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