SpaceML

All

32 repositories

georeader
Public
🛰️ Process raster data in python
satellite-data geopandas rasterio
Jupyter Notebook
•
GNU Lesser General Public License v3.0
•6•17•0•0•Updated Dec 11, 2024Dec 11, 2024
karman
Public
Data Driven Thermospheric Density Modeling with Machine Learning
benchmark machine-learning space-weather space-situational-awareness karman solar-irradiance space-traffic-management thermospheric-density earth-sun-system satellite-drag
Python
•2•5•0•0•Updated Dec 10, 2024Dec 10, 2024
floodmapper
Public
Jupyter Notebook
•
GNU General Public License v3.0
•3•6•0•0•Updated Dec 10, 2024Dec 10, 2024
InstrumentToInstrument
Public
Instrument-to-Instrument translates between image domains of different instruments.
Shell
•
GNU General Public License v3.0
•5•3•0•1•Updated Dec 6, 2024Dec 6, 2024
DTACSNet
Public
Public implementation of DTACS models
Jupyter Notebook
•
GNU General Public License v3.0
•2•13•0•0•Updated Dec 4, 2024Dec 4, 2024
rs_tools
Public
Jupyter Notebook
•
Apache License 2.0
•1•6•21•1•Updated Nov 27, 2024Nov 27, 2024
SDO-FM
Public
SDO-FM: A foundation model for the Sun
Jupyter Notebook
•0•2•12•2•Updated Nov 15, 2024Nov 15, 2024
helio_tools
Public
Jupyter Notebook
•
Apache License 2.0
•2•0•6•1•Updated Nov 11, 2024Nov 11, 2024
ml4floods
Public
An ecosystem of data, models and code pipelines to tackle flooding with ML🌊
Jupyter Notebook
•
GNU Lesser General Public License v3.0
•41•142•0•0•Updated Oct 5, 2024Oct 5, 2024
STARCOP
Public
Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models 🌈🛰️
machine-learning emit hyperspectral methane aviris hyperspectral-datasets aviris-ng methane-detection
Jupyter Notebook
•
GNU General Public License v3.0
•9•44•0•0•Updated Aug 28, 2024Aug 28, 2024
M3LEO
Public
Jupyter Notebook
•1•14•1•0•Updated Jul 5, 2024Jul 5, 2024
pyrocast
Public
End-to-end machine learning pipeline for the prediction of extreme and dangerous wildfires.
machine-learning wildfire-management causal-discovery wildfire-detection
Jupyter Notebook
•0•9•0•0•Updated Apr 16, 2024Apr 16, 2024
helio
Public
Python
•1•0•0•0•Updated Nov 9, 2023Nov 9, 2023
RaVAEn
Public
Official code for 🚀 Unsupervised Change Detection of Extreme Events Using ML On-Board 🚀
Jupyter Notebook
•
GNU General Public License v3.0
•4•52•0•0•Updated Oct 2, 2023Oct 2, 2023
helionb-sdoml
Public
Heliophysics notebooks corresponding to the SDO ML Dataset
Jupyter Notebook
•
GNU General Public License v3.0
•1•10•1•1•Updated Jul 7, 2023Jul 7, 2023
FireCLR-Wildfires
Public
Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥
Jupyter Notebook
•5•19•0•0•Updated Feb 28, 2023Feb 28, 2023
Self-Supervised-Learner
Public
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
deep-learning self-supervised-learning ssl curator
Jupyter Notebook
•28•110•5•1•Updated Jan 10, 2023Jan 10, 2023
helionb-geoeff
Public
Jupyter Notebook
•
GNU General Public License v3.0
•4•4•0•1•Updated Nov 22, 2022Nov 22, 2022
helionb-mag
Public
Heliophysics notebooks corresponding to the Mag Dataset
Jupyter Notebook
•
GNU General Public License v3.0
•0•3•0•0•Updated Nov 15, 2022Nov 15, 2022
expanding-sdo-capabilities
Public
Jupyter Notebook
•0•2•0•0•Updated Oct 24, 2022Oct 24, 2022
Active-Labeler
Public
Jupyter Notebook
•1•7•1•1•Updated Jul 31, 2022Jul 31, 2022
MISR-S2
Public
https://spaceml.org/repo/project/61c0a1b9ff8868000dfb79e1
MIT License
•0•1•0•0•Updated Jan 13, 2022Jan 13, 2022
GIBS-Downloader
Public
GIBS Downloader is a command-line tool which facilitates the downloading of NASA satellite imagery and offers different functionalities in order to prepare the images for training in a machine learning pipeline.
tile gdal gibs-downloader
Jupyter Notebook
•
Apache License 2.0
•8•45•9•0•Updated Jan 4, 2022Jan 4, 2022
Image-Similarity-Search
Public
Python
•3•12•1•1•Updated Oct 11, 2021Oct 11, 2021
Worldview-Search-Chrome-Extension
Public
A Chrome Extension for doing similarity search on the WorldView website
JavaScript
•0•4•2•0•Updated Oct 9, 2021Oct 9, 2021
Swipe-Labeler
Public
Swipe Labeler is a Graphical User Interface based tool that allows rapid labeling of image data.
label-images
Jupyter Notebook
•6•27•11•0•Updated Oct 9, 2021Oct 9, 2021
Curator-Unlabeled-Image-Search-Guide
Public
A guide for SpaceML’s machine learning pipeline
Jupyter Notebook
•1•3•0•0•Updated Oct 9, 2021Oct 9, 2021
Missing-Pixel-Filler
Public
missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.
deep-learning tensorflow keras remote-sensing satellite-imagery arxiv terra aqua uc-mercer-visualization uc-mercer-land
Jupyter Notebook
•
MIT License
•8•20•1•0•Updated Sep 21, 2021Sep 21, 2021
Interactive-TSNE
Public
Jupyter Notebook
•9•15•1•0•Updated Jun 30, 2021Jun 30, 2021
AuroraML
Public
Jupyter Notebook
•
MIT License
•0•1•0•0•Updated May 21, 2021May 21, 2021