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Yak breeding health state monitoring method

A technology for healthy yak, applied in the field of intelligent breeding, to ensure food safety, reduce labor costs, and enhance production efficiency

Pending Publication Date: 2021-01-22
CHENGDU XIMENG TEKE TECH DEV CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the invention is to solve the problem of comprehensively monitoring the health status of yak herds, and proposes a method for monitoring the health status of yak breeding

Method used

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  • Yak breeding health state monitoring method

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Embodiment Construction

[0067] Embodiments of the present invention will be further described below in conjunction with the accompanying drawings.

[0068] Such as figure 1 As shown, the invention provides a kind of yak breeding health state monitoring method, comprises the following steps:

[0069] S1: Collect yak body temperature data and yak heart rate data, and save them to the server;

[0070] S2: Collect yak monitoring video to obtain the behavior trajectory information of each yak;

[0071] S3: Normalize the behavior trajectory information and the yak body temperature data and yak heart rate data saved to the server;

[0072] S4: Assign weights to the normalized yak body temperature data, yak heart rate data and behavior trajectory information, and combine them;

[0073] S5: Input the combined yak body temperature data, heart rate data and behavior trajectory information into the LSTM neural network for training to predict the health status of yaks, and send the prediction results to yak fa...

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Abstract

The invention discloses a yak breeding health state monitoring method. The yak breeding health state monitoring method comprises the following steps of: S1, collecting yak body temperature data and yak heart rate data; S2, collecting yak monitoring videos to obtain behavior track information of each yak; S3, performing normalization processing on the behavior track information, the yak body temperature data and the yak heart rate data; S4, giving weights to the yak body temperature data, the yak heart rate data and the behavior track information respectively, and performing combination; and S5, inputting the combined yak body temperature data, yak heart rate data and behavior track information into an LSTM neural network for training, and sending a prediction result to yak farmers. The yakbreeding health state monitoring method can be used for monitoring the health of yaks in a yak breeding farm, processing and predicting the information collected by each yak, judging whether yaks with abnormal bodies exist or not, and treating yaks possibly suffering from diseases in time.

Description

technical field [0001] The invention belongs to the technical field of intelligent breeding, and in particular relates to a method for monitoring the health state of yak breeding. Background technique [0002] With the development of science and technology and the advent of the era of big data, the informatization and intelligence of animal husbandry is the top priority to promote the rapid and healthy development of animal husbandry in my country. [0003] The number of yak breeding in China accounts for more than 90% of the world, and it is the largest country in breeding yaks. With the continuous improvement of the intensification of yak breeding, it also brings great challenges to the health monitoring of yaks. If there is a slight negligence, the epidemic may spread rapidly among the cattle, causing huge losses; and, among the yaks Some hidden chronic diseases can lead to low daily gain of beef cattle or cause food safety problems. The existing yak monitoring technolo...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62G06N3/04G06N3/08A01K29/00
CPCG06N3/08A01K29/005G06V20/10G06V20/46G06N3/044G06N3/045G06F18/22
Inventor 彭飞田肖懿王帅廖勇
Owner CHENGDU XIMENG TEKE TECH DEV CO LTD
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