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Peter Wilson's Projects

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

osmium-tool icon osmium-tool

Command line tool for working with OpenStreetMap data based on the Osmium library.

raster-vision icon raster-vision

An open source framework for deep learning on satellite and aerial imagery.

robosat icon robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

slideseg icon slideseg

A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.

spacenetexploration icon spacenetexploration

A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.

terraform-aws-elasticsearch icon terraform-aws-elasticsearch

Terraform module to create Amazon Elasticsearch Service clusters, following the Well-Architected Framework and best AWS practices.

utilities icon utilities

Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.

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