CosmiQ / solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit
https://solaris.readthedocs.io
Apache License 2.0
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[FEATURE]: Polygonize segmentation masks #444

Open srmsoumya opened 2 years ago

srmsoumya commented 2 years ago

Is your feature request related to a problem? Please describe. Deep Learning models are not perfect in delineating the building or road boundaries. People tend to use Douglas-Peucker (DP) algorithm to smooth out the polygons.

Describe the solution you'd like I would like to have a list of algorithms to try & see what works best for my specific problem.

Additional context There are some proposed solutions that seem to work better than DP algorithm for polygon simplification.