Orion Lab

EfficientBigEarthNet

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

FLOGA

Hephaestus

Hephaestus: A large scale multitask dataset towards InSAR understanding

igarss23_DL4NH

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

KuroSiwo

Code and data for Kuro Siwo flood mapping dataset

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

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

S4A-Models

Various experiments on the Sen4AgriNet dataset

televit

Teleconnection-driven vision transformers for improved long-term forecasting

wildfire_forecasting

Deep Learning Models for Wildfire Danger Forecasting

Orion-AI-Lab/S4A

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

Orion-AI-Lab/EfficientBigEarthNet

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

Orion-AI-Lab/wildfire_forecasting

Deep Learning Models for Wildfire Danger Forecasting

Orion-AI-Lab/Hephaestus

Hephaestus: A large scale multitask dataset towards InSAR understanding

Orion-AI-Lab/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

Orion-AI-Lab/S4A-Models

Various experiments on the Sen4AgriNet dataset

Orion-AI-Lab/televit

Teleconnection-driven vision transformers for improved long-term forecasting

Orion-AI-Lab/KuroSiwo

Code and data for Kuro Siwo flood mapping dataset

Orion-AI-Lab/igarss23_DL4NH

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

Orion-AI-Lab/FLOGA

Orion-AI-Lab/PrototypeInSAR

Orion-AI-Lab/orion-ai-lab.github.io

Lab's public website

Orion-AI-Lab/OrionSAR