CNTK
USBuildingFootprints
| CNTK | USBuildingFootprints | |
|---|---|---|
| 1 | 16 | |
| 17,435 | 2,075 | |
| 0.0% | 0.4% | |
| 0.0 | 3.0 | |
| about 1 year ago | 6 months ago | |
| C++ | ||
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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CNTK
USBuildingFootprints
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Does anyone know where to find the global raster set of buildings??
I believe you're looking for the microsoft footprints. They're hosted on github as geojsons. You can download individual states and countries. Here's the US: https://github.com/microsoft/USBuildingFootprints
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[OC] The footprint of every building in Chicagoland
Microsoft is good for building footprints, but a little old. I think that's was Illinois' data is based on.
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I'm a new GIS student. Does anyone know where I can find shapefiles for high-rise buildings in American cities?
https://github.com/microsoft/USBuildingFootprints but then combining with some height data : https://www.arcgis.com/home/item.html?id=3b0b8cf27ffb49e2a2c8370f9806f267
- Export building polys from OSM?
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Free dataset(s) for building heights in the city of San Francisco
bing building footprints: https://github.com/Microsoft/USBuildingFootprints
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ArcGIS REST SERVICE
When looking for some specific features shapefiles like parcels, buildings,..etc. you usually end up with either nothing, partial information (like trying to query building with specific types of stages in OSMNX) or with shapefiles that lack an attribute table ( this link for example you can download buildings foot prints for almost all the cities around the world but the ones in the ME lack attribute table: GitHub - microsoft/USBuildingFootprints: Computer generated building footprints for the United States ).
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Simheaven X-Plane 12 and major updates
Simheaven also updated X-America few weeks ago. It now included open source Microsoft Footprint https://github.com/microsoft/USBuildingFootprints
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Extracting building footprints from a basemap?
If you just need some building footprints, Microsoft has an open dataset available for download. https://github.com/microsoft/USBuildingFootprints
- Worldwide building footprints derived from satellite imagery from Microsoft
- All Buildings
What are some alternatives?
Theano - Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor
GlobalMLBuildingFootprints - Worldwide building footprints derived from satellite imagery
tensorflow - An Open Source Machine Learning Framework for Everyone
TileServer GL - Vector and raster maps with GL styles. Server side rendering by MapLibre GL Native. Map tile server for MapLibre GL JS, Android, iOS, Leaflet, OpenLayers, GIS via WMTS, etc.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
Caffe - Caffe: a fast open framework for deep learning.
Keras - Deep Learning for humans
scikit-learn - scikit-learn: machine learning in Python
tiny-cnn - header only, dependency-free deep learning framework in C++14
gensim - Topic Modelling for Humans
ANNetGPGPU - A GPU (CUDA) based Artificial Neural Network library
xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow