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A computer vision system for real-time group and individual pig behavior tracking

机译:用于实时组和单个猪行为跟踪的计算机视觉系统

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Monitoring livestock behavior in real-time promises to open new possibilities to achieve early disease and lameness detection, bet-tet reproduction decisions and farm management, aggression and cannibalism monitoring, welfare assessment, and even moreaccurate environmental control, among others.1 Collecting real-time behavioral metrics in commercial farms is no simple task. A good livestock behavior tracker would be both precise and affordable. In the last years, researchers and companies have trieddifferent types of behaviot data acquisition systems, but the resulting solutions are still not widely adopted. Sectors in which animals have a greater value such as dairy have partially adopted accelerometer and indoor positioning systems while other sectors like swine or poultry have not been able to integrate those in their business model due to the high cost of the systems and the difficulty to implement them at a large scale. Radio Frequency Identification (RFID) has also been tried1' with different species to monitor visits to some predetermined areas, giving interesting results, but its physical implementation is complex, and the generated data is somehow poor. In fact, RFID requires antennas at different locations and tells when an animal is detected at those positions only. Therefore, we have no information about the behavior of the animal in between detections at the antennas.
机译:在实时承诺监测牲畜行为,以开辟实现早期疾病和跛足检测的新可能性,滴滴繁殖决策和农业管理,侵略和同类的监测,福利评估,甚至Moreacurate环境控制.1收集真实 - 商业农场的时间行为指标并非简单的任务。一个好的牲畜行为跟踪器都是精确且价格合理的。在过去几年中,研究人员和公司具有尝试的行业数据采集系统类型,但仍未得到广泛采用所产生的解决方案。动物的诸如乳制品的物业有更大的价值,部分采用加速度计和室内定位系统,而其他部门则猪或家禽等其他部门由于系统的高成本和实现的难度而无法将其商业模式集成在一起他们以大规模。射频识别(RFID)也已经过尝试了1',具有不同的物种来监视访问某些预定区域,提供有趣的结果,但其物理实现是复杂的,而生成的数据是以某种方式差。实际上,RFID需要在不同位置处的天线,并何时仅在这些位置检测到动物。因此,我们没有关于动物在天线检测之间的行为的信息。

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