In the case of identifying Ambrosia trifida, the leaves of Ambrosia trifida may be very crowded, and the size of leaves may be significant variations, which cause the NMS algorithm to incorrectly merge candidate detection boxes.
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An improved algorithm based on YOLOv5 for detecting Ambrosia trifida in UAV images.
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