發明
中華民國
109143035
I 746304
水產養殖管理方法及系統
國立臺北科技大學
2021/11/11
本發明實施例提供一種水產養殖管理方法及系統。在此方法中,取得多張拍攝影像,且這些拍攝影像是針對滑水道中的拍攝區域。透過檢測模型辨識那些拍攝影像中的一個或更多個目標養殖生物,且檢測模型是基於機器學習演算法所訓練。依據辨識結果判斷那些目標養殖生物通過拍攝區域的計數線的數量。此計數線橫跨滑水道。此外,反應於那些拍攝影像中的當前影像中的目標養殖生物的質心位置碰觸或越過計數線的起始處,依據當前影像的相鄰訊框的多張拍攝影像中的質心位置與計數線之間的位置關係計數。藉此,可輕易地得出準確度高的總量。 A aquiculture management method and system are provided. In the method, multiple captured images are obtained, and these captured images are captured toward a capturing area of a water slide. One or more target aquicultural creatures in the captured images are identified through a detecting model. The detecting model is trained based on a machine learning algorithm. The amount of the target aquicultural creatures passing through a counting line is determined according to the identified result. The counting line stretches across the water slide. Furthermore, in response to the center position of mass of the target aquicultural creature touching or crossing the initiation of the counting line, the amount is counted according to the position relation between the center position of mass in adjacent frames of the current image and the counting line. Accordingly, it is easy to obtain the amount with high accuracy.
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