Orion Lab

S4A

Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning

EfficientBigEarthNet

Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification

wildfire_forecasting

Deep Learning Models for Wildfire Danger Forecasting

Hephaestus

Hephaestus: A large scale multitask dataset towards InSAR understanding

mesogeos

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

S4A-Models

Various experiments on the Sen4AgriNet dataset

televit

Teleconnection-driven vision transformers for improved long-term forecasting

KuroSiwo

Code and data for Kuro Siwo flood mapping dataset

igarss23_DL4NH

Deep Learning for monitoring and forecasting natural hazards with earth observation data

FLOGA

PrototypeInSAR

orion-ai-lab.github.io

Lab's public website

OrionSAR