calebrob6's Stars
webdataset/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
microsoft/PlanetaryComputer
Issues, discussions, and information about the Microsoft Planetary Computer
XiSHEN0220/RANSAC-Flow
(ECCV 2020) RANSAC-Flow: generic two-stage image alignment
nasa-nccs-hpda/terragpu
Python library to process and classify remote sensing imagery by means of GPUs and ML.
rasterio/rasterio
Rasterio reads and writes geospatial raster datasets
DIUx-xView/xview3-reference
Reference data processing code and model for the xView3 prize challenge.
microsoft/torchgeo
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
lukaskondmann/DENETHOR
Paulymorphous/skeyenet
Road and Building Segmentation in Satellite Imagery
TuragaLab/DECODE
This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)
isaaccorley/detcon-pytorch
PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)
Junjue-Wang/LoveDA
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
aatifjiwani/rgb-footprint-extract
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery
wri/global-power-plant-database
A comprehensive, global, open source database of power plants
jfzhang95/pytorch-deeplab-xception
DeepLab v3+ model in PyTorch. Support different backbones.
blutjens/awesome-forests
🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.
satellite-image-deep-learning/techniques
Techniques for deep learning with satellite & aerial imagery
awesome-spectral-indices/awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
isaaccorley/torchrs
PyTorch implementation of popular datasets and models in remote sensing
microsoft/Akoustos
Bioacoustics platform
Borda/pyImSegm
Image segmentation - general superpixel segmentation & center detection & region growing
stac-utils/pystac-client
Python client for searching STAC APIs
ThomasWangWeiHong/Simple-Pansharpening-Algorithms
Python implementation of some simple algorithms for pansharpening remote sensing images
codegaj/py_pansharpening
Rewrite some pansharpening methods with python
geospatial-jeff/aiocogeo
Asynchronous cogeotiff reader
Textualize/textual
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
DigitalGlobe/GGD-OpenSpaceNet
General CLI for DeepCore
sat-utils/sat-api-browser
Query browser for sat-api
nasaharvest/crop-maml
Learning to predict crop type from heterogeneous sparse labels using meta-learning
ServiceNow/seasonal-contrast
seasonal-contrast is a ServiceNow Research project that was started at Element AI.