http://scholars.ntou.edu.tw/handle/123456789/23574
標題: | Application of Image Identification to UAV Control for Cage Culture | 作者: | Wei-Yi Liang Jih-Gau Juang |
公開日期: | 十二月-2022 | 出版社: | SAGE PUBLICATIONS | 卷: | 105 | 起(迄)頁: | 1-38 | 來源出版物: | Science Progress | 摘要: | The purpose of this study was to save manpower and reduce costs on water quality measurement in cage culture. An unmanned aerial vehicle system was applied to locate the target net cage and detect the water quality and temperature in the desired cage automatically. This paper presents the use of image recognition and deep learning to find a predefined target location of cage aquaculture. The whole drone control and image recognition process was based on an onboard computer and was successfully realized in an actual environment. When the drone approached the net cage, image recognition was utilized to fix the position of the unmanned aerial vehicle on the net cage and drop a sensor to check the water quality. The proposed system could improve conventional manned measurement methods and reduce the costs of cage culture. |
URI: | http://scholars.ntou.edu.tw/handle/123456789/23574 | DOI: | 10.1177/00368504221135450 |
顯示於: | 通訊與導航工程學系 |
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