https://github.com/Ivaneres/BlenderSatAI

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Ivaneres / BlenderSatAI Public

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Blender addon to generate better building models from satellite
imagery.

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BlenderSatAI Roadmap Computer Vision Object detection:
Classification: Blender:

README.md

 BlenderSatAI

The goal of this project is to use computer vision classification and
object detection to construct 3D building models from satellite
imagery, extending the BlenderGIS plugin with more accurate buildings
out of the box.

 Roadmap

 Computer Vision

 Object detection:

  * [ ] Research satellite imagery building detection algorithms,
    build an implementation that works for one country/area.
  * [ ] Extend to be robust with any building types/styles.

 Classification:

  * [ ] Algorithm to sort detected buildings into categories.
  * [ ] Feature-based classification - roof type, materials etc.

 Blender:

  * [ ] Extend BlenderGIS to feed satellite data into CV algorithms.
  * [ ] Construct a few rudimentary Blender models based on building
    categories.
  * [ ] Place basic building models on map with correct orientation
    and location.
  * [ ] Improve building model construction - automated generation
    based on data from classification.

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Blender addon to generate better building models from satellite
imagery.

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