buildseg is a building extraction plugin of QGIS based on PaddlePaddle.

Related tags

Deep Learningpython3qgis3-pluginpyqgispaddlepaddleqgis3paddleseg
Overview

buildseg

Python 3.8 PaddlePaddle 2.2 QGIS 3.16.11

buildseg is a building extraction plugin of QGIS based on PaddlePaddle.

gasd

TODO

  • Extract building on 512x512 remote sensing images.
  • Extract building on big remote sensing images through sliding frame and splicing.
  • Replace the model and parameters (large-scale data).
  • Convert to static weight.
  • Hole digging inside polygon.
  • Convert raster to shapefile by GIS instead of findContours in OpenCV.
  • Update plugin's UI.
  • Accelerate, etc.
Owner
Yizhou Chen
Yizhou Chen
GitHub Repository
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