Aaron's starred repositories
techniques
Techniques for deep learning with satellite & aerial imagery
farmvibes-ai
FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
jubilant-lamp
Automatic Python Documentation built with Sphinx and GitHub Actions hosted on GitHub Pages
awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
bedrock-agents-demo
A sample Agents for Bedrock demo that retrieves the weather
streamlit-geospatial
A multi-page streamlit app for geospatial
rs-economics
Open source scripts for utilizing remote sensing data in economics.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
quality-of-life-explorer
Mecklenburg County Quality of Life Explorer
serverless-tiles
Serverless Vector Tiles on AWS
SDEverywhere
SDEverywhere translates System Dynamics models from Vensim to C, JavaScript, and WebAssembly
OpenNightLights
Collection of tools and training materials for exploring the open Nighttime Lights repository
ml-bike-safety
This is the repo shared as part of the AWS Machine Learning Twitch series: The Art of the Possible. In this repo, I demonstrate how to use ML to make cycling safer by automatically identifying "close calls" with vehicles.
aws-gdal-robot
A proof of concept implementation of running GDAL based jobs using AWS S3/Lambda/Batch
studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
reinvent-geospatial
AWS re:Invent talks, sessions, workshops that may be of interest to those working with geospatial data
sentinel-tree-cover
Image segmentations of trees outside forest
geonotebook
A Jupyter notebook extension for geospatial visualization and analysis