计算机视觉技术在规模化猪场应用的研究进展  

Research Progress on Application of Computer Vision Technology in Large-scale Pig Farm

作　　者：邓永涛[1] 陈希文[1,2] s DENG Yongtao;CHEN Xiwen(Mianyang Normal University Animal Disease Prevention and Control and Healthy Breeding Engineering Technology Research Center,Mianyang 621000,China;Sichuan Research Center for Monitoring and Control of Major Pig Diseases,Mianyang 621000,China)

机构地区：[1]绵阳师范学院动物疫病防控与健康养殖工程技术研究中心,四川绵阳621000 [2]四川生猪重大疫病监测与防控工程研究中心,四川绵阳621000

出　　处：《中国兽医杂志》2024年第2期101-106,共6页Chinese Journal of Veterinary Medicine

基　　金：四川省农业重大技术协同推广项目(SCNYTG20-184);四川省农业重点研发项目(2023YFN0045)。

摘　　要：作为人工智能的一个主要分支,计算机视觉技术在许多领域取得了很大的成就,其在规模化猪场中的应用将为猪场带来产业性的变革。计算机视觉技术可以大幅度减少规模化猪场中人员工作量,同时使猪场对生猪的相关判断更加准确。本文简述了规模化猪场的现状和计算机视觉技术,重点综述了计算机视觉技术在规模化猪场中对猪只的行为监测、疾病预测、情感状态分析、猪只判别、生产管理、生物安全和防疫以及企业的落地探索等方面的研究进展,以期为促进我国规模化猪场的现代化和智能化发展提供参考。As a major branch of artificial intelligence,computer vision technology has achieved significant success in many fields.Its application in large-scale pig farms is poised to bring about an industrial transformation.Computer vision technology can significantly reduce the workload of personnel in large-scale pig farms while improving the accuracy of judgments related to pigs.This article briefly describes the current situation of large-scale pig farms and computer vision technology.It focuses on reviewing the research progress of computer vision technology in large-scale pig farms,including pigs'behavior monitoring,disease prediction,analysis of emotional states,identification,production management,biosecurity and epidemic prevention,as well as the practical exploration of enterprises.The aim is to provide a reference for promoting the modernization and intelligence development of large-scale pig farms in China.

关 键 词：计算机视觉技术 规模化猪场 行为监测 疾病预测 猪只判别 

分 类 号：TP391.41[自动化与计算机技术—计算机应用技术] S828[自动化与计算机技术—计算机科学与技术]