用于数据驱动系统优化的自动运动模式分析--以育肥牲畜养殖监控系统为例

Gurubaran Raveendran, Sören Meyer zu Westerhausen, Johanna Wurst, Roland Lachmayer
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引用次数: 0

摘要

本文介绍了一种可用于优化数据驱动系统的运动模式分析方法。其目的是利用监控摄像机和人工智能以可靠的方式跟踪多个物体,从而保持众多类似物体运动模式的真实性。在一个案例研究中,这种方法被应用于优化畜牧业的照明条件。此外,这种方法不仅可用于畜牧业,还可用于其他领域。
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Automatic movement pattern analysis for data-driven system optimisation – an example for fattening livestock farming monitoring system
This paper introduces a method for analysing motion patterns that can be utilised to optimise data-driven systems. The aim is to use surveillance cameras and artificial intelligence to track multiple objects in a reliable manner, thereby preserving the authenticity of movement patterns for numerous and similar objects. In a case study, this method is applied to optimize lighting conditions in animal husbandry. Furthermore, this approach can be utilized not only in animal husbandry but also in other domains.
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