PyTorch/Python/R Geospatial Semantic Segmentation (DeepLabv3+) Example (Inria)
Geospatial semantic segmentation example using PyTorch, Python, R, and Segmentation Models. Example data are the Inria building footprint dataset. The DeepLabv3+ DL algorithm is used.
Associated Data: https://project.inria.fr/aerialimagel...
Associated Github Repo: https://github.com/maxwell-geospatial...
This video was produced by West Virginia View (http://www.wvview.org/) with support from AmericaView (https://americaview.org/).
This material is based upon work supported by the U.S. Geological Survey under Grant/Cooperative Agreement No. G18AP00077.
The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the opinions or policies of the U.S. Geological Survey. Mention of trade names or commercial products does not constitute their endorsement by the U.S. Geological Survey.
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