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@Orion-AI-Lab

Orion Lab

Orion Lab research group: Deep Learning in Earth Observation at the National Observatory of Athens

Pinned

  1. Hephaestus Hephaestus Public

    Hephaestus: A large scale multitask dataset towards InSAR understanding

    Python 54 6

  2. S4A S4A Public

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

    Jupyter Notebook 86 19

  3. EfficientBigEarthNet EfficientBigEarthNet Public

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

    Python 55 4

  4. wildfire_forecasting wildfire_forecasting Public

    Deep Learning Models for Wildfire Danger Forecasting

    Python 55 14

  5. televit televit Public

    Teleconnection-driven vision transformers for improved long-term forecasting

    Python 24 3

  6. mesogeos 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

    Jupyter Notebook 35 7

Repositories

Showing 10 of 13 repositories
  • KuroSiwo Public

    Code and data for Kuro Siwo flood mapping dataset

    Python 22 MIT 1 2 1 Updated May 30, 2024
  • orion-ai-lab.github.io Public

    Lab's public website

    TeX 0 MIT 0 0 0 Updated May 21, 2024
  • FLOGA Public
    Jupyter Notebook 8 MIT 0 0 0 Updated May 1, 2024
  • 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

    Jupyter Notebook 35 7 0 0 Updated Feb 7, 2024
  • televit Public

    Teleconnection-driven vision transformers for improved long-term forecasting

    Python 24 3 0 0 Updated Nov 1, 2023
  • Python 7 MIT 2 0 0 Updated Sep 29, 2023
  • S4A Public

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

    Jupyter Notebook 86 MIT 19 3 0 Updated Aug 8, 2023
  • igarss23_DL4NH Public

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

    12 MIT 0 0 0 Updated Jul 17, 2023
  • Hephaestus Public

    Hephaestus: A large scale multitask dataset towards InSAR understanding

    Python 54 MIT 6 0 0 Updated Jul 3, 2023
  • EfficientBigEarthNet Public

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

    Python 55 MIT 4 0 0 Updated Dec 7, 2022

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