Pinned Repositories
accrete
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.
dfc2021-msd-baseline
A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.
imagenet_validation
land-cover
Code for training and testing deep learning based land cover models.
land-cover-and-socioeconomic-data
Code for joining NLCD class statistics to Census Tract definitions.
migration-slr
landcover
Land Cover Mapping
temporal-cluster-matching
An implementation of the temporal cluster matching method for detecting change in structure footprints from time series of remotely sensed imagery.
torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
calebrob6's Repositories
calebrob6/land-cover
Code for training and testing deep learning based land cover models.
calebrob6/dfc2021-msd-baseline
A baseline for the "Multitemporal Semantic Change Detection" track of the 2021 IEEE GRSS Data Fusion Competition.
calebrob6/imagenet_validation
calebrob6/migration-slr
calebrob6/labeling-tool
calebrob6/csv-joins
Python script for performing different join operations on CSV files.
calebrob6/land-cover-and-socioeconomic-data
Code for joining NLCD class statistics to Census Tract definitions.
calebrob6/mosaiks-api
An example API for MOSAIKS
calebrob6/satellite-imagery-labeling-tool
This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.
calebrob6/rgb-footprint-extract
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
calebrob6/stac-interactive-search
A simple (browser based) UI for searching STAC APIs.
calebrob6/7drl-vesuvius
calebrob6/ai4eutils
Shared utility scripts for AI for Earth projects and team members
calebrob6/ai_for_earth
calebrob6/calebrob6.github.io
calebrob6/cameratraps
calebrob6/geo-ml-model-catalog
Geospatial ML Model Catalog Spec
calebrob6/GlobalMLBuildingFootprints
Worldwide building footprints derived from satellite imagery
calebrob6/landcover_scripts
Scripts for landcover project
calebrob6/naip_dataloader
calebrob6/NonDeepNetworks
calebrob6/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
calebrob6/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
calebrob6/rasterio
Rasterio reads and writes geospatial raster datasets
calebrob6/ReforesTree
🌴 A dataset for estimating tropical forest biomass based on drone and field data
calebrob6/rtree
Rtree: spatial index for Python GIS ¶
calebrob6/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.
calebrob6/segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
calebrob6/spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
calebrob6/torchgeo
TorchGeo: datasets, transforms, and models for geospatial data