Caleb Robinson's repositories
land-cover
Code for training and testing deep learning based land cover models.
dfc2021-msd-baseline
A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.
land-cover-and-socioeconomic-data
Code for joining NLCD class statistics to Census Tract definitions.
mosaiks-api
An example API for MOSAIKS
satellite-imagery-labeling-tool
This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.
rgb-footprint-extract
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
stac-interactive-search
A simple (browser based) UI for searching STAC APIs.
geo-ml-model-catalog
Geospatial ML Model Catalog Spec
GlobalMLBuildingFootprints
Worldwide building footprints derived from satellite imagery
landcover_scripts
Scripts for landcover project
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
ReforesTree
🌴 A dataset for estimating tropical forest biomass based on drone and field data
rtree
Rtree: spatial index for Python GIS ¶
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.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.