Orion Lab

All

16 repositories

KuroSiwo
Public
Code and data for Kuro Siwo flood mapping dataset
computer-vision remote-sensing flood sar synthetic-aperture-radar
Python
•
MIT License
•5•54•7•2•Updated Feb 25, 2025Feb 25, 2025
GAIA
Public
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
0•15•0•0•Updated Feb 16, 2025Feb 16, 2025
mesogeos
Public
A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean. Deep Learning models for wildfire modeling, e.g. danger forecasting, burned area prediction, etc
deep-learning datacube mediterranean forests zarr wildfire-forecasting
Jupyter Notebook
•10•47•1•0•Updated Jan 13, 2025Jan 13, 2025
orion-ai-lab.github.io
Public
Lab's public website
TeX
•
MIT License
•4•0•0•0•Updated Jan 9, 2025Jan 9, 2025
FLOGA
Public
Jupyter Notebook
•
MIT License
•0•11•1•0•Updated Dec 19, 2024Dec 19, 2024
S4A
Public
Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning
segmentation sentinel-2 crop-classification deep-learning
Jupyter Notebook
•
MIT License
•18•93•4•0•Updated Nov 6, 2024Nov 6, 2024
MindTheModalityGap
Public
Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment
Python
•0•10•0•0•Updated Oct 16, 2024Oct 16, 2024
S4A-Models
Public
Various experiments on the Sen4AgriNet dataset
Jupyter Notebook
•
MIT License
•9•33•6•1•Updated Aug 15, 2024Aug 15, 2024
igarss24_DL4NH
Public
IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"
GNU General Public License v3.0
•2•26•0•0•Updated Jul 7, 2024Jul 7, 2024
televit
Public
Teleconnection-driven vision transformers for improved long-term forecasting
deep-learning transformers seasonal wildfires wildfire-forecasting teleconnections
Python
•5•28•0•0•Updated Nov 1, 2023Nov 1, 2023
PrototypeInSAR
Public
Python
•
MIT License
•2•10•0•0•Updated Sep 29, 2023Sep 29, 2023
igarss23_DL4NH
Public
Deep Learning for monitoring and forecasting natural hazards with earth observation data
MIT License
•0•13•0•0•Updated Jul 17, 2023Jul 17, 2023
Hephaestus
Public
Hephaestus: A large scale multitask dataset towards InSAR understanding
machine-learning computer-vision insar remote-sensing synthetic-aperture-radar deep-learning dataset
Python
•
MIT License
•7•65•0•0•Updated Jul 3, 2023Jul 3, 2023
EfficientBigEarthNet
Public
Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification
land-use big-earth-data deep-learning
Python
•
MIT License
•4•62•0•0•Updated Dec 7, 2022Dec 7, 2022
wildfire_forecasting
Public
Deep Learning Models for Wildfire Danger Forecasting
wildfires pytorch-lightning deep-learning
Python
•
MIT License
•17•69•0•0•Updated Sep 1, 2022Sep 1, 2022
OrionSAR
Public
MIT License
•0•0•0•0•Updated Mar 12, 2022Mar 12, 2022