Intelligent livestock behavior monitoring system based on internet of things and computer vision

Abstract

The invention discloses an intelligent livestock behavior monitoring system. According to the system, the aim that monitoring and analysis are carried out on livestock behaviors on a real farming scene by fusing the internet of things and the computer vision technology is achieved for the first time, a video monitoring and sensor network hardware and software system based on the WiFi technology is constructed for the first time, the problems that a traditional cable is high in installation cost, long in consumed time and hard to expand are solved, the monitoring and analysis on the behaviors of dairy cows on the real farming scene is achieved by fusing the internet of things and the computer vision technology, and the monitoring and analysis on several kinds of daily behaviors, such as ingestion, drinking, rumination, excretion, exercise, rest and exploration are achieved. Meanwhile, occurrences of abnormal events are monitored, and the alarm is automatically given on the abnormal behaviors.

Description

technical field [0001] The invention relates to the technical field of intelligent agriculture, in particular to a system for monitoring the behavior of livestock by using the Internet of Things and computer vision technology. Background technique [0002] In the growth process of livestock, behaviors such as feeding, drinking, rumination, excretion, exploration, and stress run through the entire process, and can reflect different stages and different physiological states in the growth and development process. These behaviors, in turn, can appear as normal behavior or abnormal behavior. Among them, normal behavior is the reflection of heredity, instinct and acquired environment adaptation, and it is the performance of domestic animals' self-maintenance, welfare and healthy growth; while abnormal behavior is usually contrary to its behavior when receiving bad stimuli or living in bad conditions. Biologically learned behaviors and events, such as morbid behavior and stress be...

AI Technical Summary

Problems solved by technology

[0004] For the first time, the invention realizes the monitoring and analysis of the behavior of livestock in the real breeding scene by integrating the Internet of Things and computer vision technology, and constructs a video monitoring and sensor network software and hardware system based on wireless WiFi technology for the first time, which overcomes the high cost, time-consuming and time-consuming of traditional cable installation. Expand the difficult problem, realize the monitoring and analysis of the behavior of dairy cows in real breeding scenes by integrating the Internet of Things and computer vision technology, and realize the monitoring and analysis of several types of daily behaviors, including feeding, drinking, rumination, excretion, exercise, and rest , research and other behaviors, and on this basis, conduct statistical analysis on the above-mentioned daily behaviors through statistical models, monitor the occurrence of abnormal events, and automatically alarm abnormal behaviors

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