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polygonization-by-frame-field-learning

This repository contains the code for our fast polygonal building extraction from overhead images pipeline.

polyworldpretrainednetwork

PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images

projectregularization

Regularization of Building Boundaries using Adversarial and Regularized losses

py3dtilers

Tilers accepting various input formats (OBJ, 3DCity databases, GeoJson, IFC) and producing 3DTiles tilesets.

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

python_l_webapp

This is a Demo only for learning python

rgb-footprint-extract

A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery

rs-building-regularization

Building Segmentation Post-processing -- Contour regularization.

sga21_roofoptimization

code for the paper "Intuitive and Efficient Roof Modeling for Reconstruction and Synthesis"

shafts

simultaneous extraction of building height and footprint

spacenet_building_detection

Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.

sugar

Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

tile2net

Automated mapping of pedestrian networks from aerial imagery tiles

tilemaker

Make OpenStreetMap vector tiles without the stack

tongjt.github.io

traffic

minimilist traffic simulations using OpenStreetMap and OSMnx

trimesh

Python library for loading and using triangular meshes.

yuekma.github.io

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