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对于家禽生长信息的非接触检测方法的进展和趋势:一篇综述

Xin He¹, Hao Xue¹, Yuchen Jia¹

¹College of Mechanical and Electrical Engineering, Hebei Agricultural University, Baoding 071000, China; Key Laboratory of Broiler/Layer Breeding Facilities Engineering, Ministry of Agriculture and Rural Affairs, Baoding 071000, China; Hebei Provincial Key Laboratory of Livestock and Poultry Breeding Intelligent Equipment and New Energy Utilization, Baoding 071000, China.

Poultry science

|June 20, 2025

概括

使用传感器和摄像头的非接触式检测技术可以精确地收集家禽表型数据,以改善养和福利. 这一进步提高了农场内的监测,有助于提高效率和可持续的家禽养殖实践.

科学领域:

农业科学农业科学
动物科学动物科学
生物技术是生物技术.

背景情况:

全球对生产的需求不断增加,需要在养和福利方面取得进展.
有效的数据收集对于现代家禽养殖至关重要.
无接触方法为监测提供了一种不那么破坏性的方法.

研究的目的:

突出非接触式检测技术在收集家禽表型数据方面的重要性.
探索传感器,摄像头和人工智能在非接触式监测中的应用.
展示这些技术如何提高家禽繁殖效率和动物福利.

主要方法:

使用传感器和摄像头进行无接触式的监测.
应用卷积神经网络 (CNN) 来分析的外观 (羽毛覆盖,冠状颜色).
测量身体尺寸,计算体重和识别外部特征,而无需身体接触.

主要成果:

证明了在非接触环境中精确的表型数据收集的可行性.
展示了监测的外观和生长方面的进步.
通过案例研究,说明了生产和动物福利的潜在改进.

结论:

非接触式检测技术对于提高家禽养殖和福利至关重要.
复杂的环境和设备成本等挑战正在通过未来的创新来解决.
这些技术有望提高家禽养殖的效率,福利和可持续性.

关键词:

养殖家禽行业的养殖家禽行业的养殖家禽行业.繁殖繁殖繁殖繁殖非接触式检测检测器现型定制现型定制

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