Intelligent bird repelling system and method based on open cv and machine learning

The invention discloses an intelligent bird repelling system and method based on open cv and machine learning. The system comprises a camera module, an embedded system, a GPS Beidou dual-mode positioning module, a network module and a server database. According to the invention, target detection, ta...

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Hauptverfasser: HUANG YUHONG, YU LIHONG, BAO JUNRONG, LIANG XINYONG, TANG HAILIN, LIN YE, WANG ZHIPENG, CHEN TUYIN, PU YUAN, ZHAI MINHUAN, XIAO YIFAN, ZHU TINGTING, HUANG GEQI, WEN YANHONG, CHEN XIAOQING, LI XIAOJING, OUYANG SHAN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses an intelligent bird repelling system and method based on open cv and machine learning. The system comprises a camera module, an embedded system, a GPS Beidou dual-mode positioning module, a network module and a server database. According to the invention, target detection, target identification and target position vector information are completed through video acquisition, information such as bird types and entering and flying directions is identified, an intelligent bird repelling algorithm framework is further provided, a bird flock intelligent identification model is built through combination of open cv and a deep learning strategy of machine learning, and a targeted and efficient bird repelling scheme is formulated. In addition, due to the fact that birds have high adaptive capacity, a single bird repelling method or device cannot achieve the bird repelling effect for a long time, automation and intelligentization are not achieved, and therefore compared with the existing devices w