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questions about StructuredEdgeDetection

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I have a sailing boat model.The original image is here.![image description](/upfiles/14427083177462963.jpg) And this is the result of edge detection.![image description](/upfiles/14426671386108448.png) If I use StructuredEdgeDetection, can I just detect the edge of the hull(and ignore the sail). Need train new forest?

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