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1. microsoft/building-damage-assessment microsoft/building-damage-assessment Public

   A toolkit that enables building damage assessments from remotely sensed imagery.

   Python 165 36

2. microsoft/buildings microsoft/buildings Public

   A global building density and height dataset.

   Jupyter Notebook 85 11

3. microsoft/data-centric-satellite-segmentation microsoft/data-centric-satellite-segmentation Public

   Contains implementations of data-centric approaches for improving semantic segmentation on satellite imagery.

   Python 57 5

4. microsoft/pytorch-cloud-geotiff-optimization microsoft/pytorch-cloud-geotiff-optimization Public

   A toolkit for optimizing cloud GeoTIFF streaming in PyTorch. Achieves 20x throughput and 90% GPU utilization through optimized data loading and compression. Paper: https://arxiv.org/pdf/2506.06235

   Python 60 6

5. microsoft/rice-irrigation-mapping-s1s2 microsoft/rice-irrigation-mapping-s1s2 Public

   A framework for classifying rice field irrigation methods (AWD vs CF) and sowing practices (DSR vs PTR) using Sentinel-1/2 satellite time series and machine learning. Paper: https://arxiv.org/pdf/2…

   Python 13 5

6. dotfiles dotfiles Public

   My OS setup: Settings, Software, and Coding Agents in tmux.

   Python 2 1