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Research Scientist at Microsoft AI for Good
land-cover. Code for training and testing deep learning based land cover models.
98dfc2021-msd-baseline. A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.
42imagenet_validation. Jupyter Notebook
35accrete. Accrete is a physical simulation of solar system planet formation. This simulation works by modelling a dust cloud around a Sun-like star, injecting a series of masses which collect dust, and form planets by accretion.
14migration-slr. Jupyter Notebook
12labeling-tool. Jupyter Notebook
7latexify. Short python script that creates a PNG image from a latex math expression.
6land-cover-and-socioeconomic-data. Code for joining NLCD class statistics to Census Tract definitions.
5mosaiks-api. An example API for MOSAIKS
4csv-joins. Python script for performing different join operations on CSV files.
4json-server. Java
3land-cover-mapping-training. Python
3satellite-imagery-labeling-tool. This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.
3migration-lib. A small Python library to help organize and work with migration datasets.
2simple-maps. Python library for easily creating maps from a shapefile and external data.
2rgb-footprint-extract. A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
2landcoverai-experiments. A bunch of LandCoverAI experiments
2stac-interactive-search. A simple (browser based) UI for searching STAC APIs.
1spack. A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
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