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[FEATURE]: Polygonize segmentation masks

Open srmsoumya opened this issue 3 years ago • 0 comments

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.

  • https://github.com/microsoft/USBuildingFootprints#stage-2-polygonization
  • https://arxiv.org/pdf/2007.12587.pdf
  • https://hal.inria.fr/hal-01530460/document

srmsoumya avatar Jan 21 '22 11:01 srmsoumya