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Point Cloud AI algorithm

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06-02-2020 05:22 PM
MooseMartin
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Hi folks.  Im looking for assistance/advice regarding using a point cloud for a specific object detection task, identifying large eagles nests in tree canopies for an environmental assessment.  Aerial lidar and hi definition images to be captured and PPK processed.  Im assuming that a Lidar point cloud would handle this better than photogrammetry raster which I propose to use for the manual verification after the AI process has occurred.  I can see the work that has been undertaken by the esri team re power line & railway extraction which is of a similar nature.  I am hoping that a large dense mass in a tree canopy might present as a reasonable target.  I have found it difficult to locate people to undertake this type of software design work other than researchers/ academics or software providers such as esri.  Any advice and recommendations greatly appreciated.

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