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This deep learning model is used to detect trees in high-resolution drone or aerial imagery. Tree detection can be used for applications such as vegetation ...
Tree Detection identifies all pixels corresponding to trees in satellite images. Tree detection can be used for infrastructure vegetation risk monitoring, urban ...
Our methodology is able to detect and accurately locate 79% of the urban street tree with a positional accuracy of 60 cm to the center of the canopy.
Mar 6, 2023 · The presented method can accurately map the location of four individual tree species in heterogeneous forests and may serve as a basis for future inventories.
Individual tree detection in large-scale urban environments ...
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Using machine learning methods to detect trees in imagery, we can automatically produce a map of the trees in an urban environment, covering both public and ...
Oct 31, 2022 · Deep neural network models trained on our datasets achieve a precision of 90.4% for tree detection, 87.2% for tree segmentation, and centimeter ...