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@Orion-AI-Lab

Orion Lab

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

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  1. Hephaestus Hephaestus Public

    Hephaestus: A large scale multitask dataset towards InSAR understanding

    Python 74 7

  2. S4A S4A Public

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

    Jupyter Notebook 110 21

  3. EfficientBigEarthNet EfficientBigEarthNet Public

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

    Python 74 5

  4. wildfire_forecasting wildfire_forecasting Public

    Deep Learning Models for Wildfire Danger Forecasting

    Python 80 17

  5. televit televit Public

    Teleconnection-driven vision transformers for improved long-term forecasting

    Python 35 7

  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 60 13

Repositories

Showing 10 of 24 repositories
  • GAIA Public

    GAIA: A global, multimodal, multiscale vision–language dataset for remote sensing image analysis

    Orion-AI-Lab/GAIA’s past year of commit activity
    Jupyter Notebook 31 MIT 2 1 0 Updated Feb 11, 2026
  • Thalia Public
    Orion-AI-Lab/Thalia’s past year of commit activity
    Jupyter Notebook 17 MIT 0 0 0 Updated Feb 3, 2026
  • TIRAuxCloud Public
    Orion-AI-Lab/TIRAuxCloud’s past year of commit activity
    Python 4 Apache-2.0 0 1 0 Updated Feb 2, 2026
  • orion-ai-lab.github.io Public

    Lab's public website

    Orion-AI-Lab/orion-ai-lab.github.io’s past year of commit activity
    TeX 0 MIT 4 0 0 Updated Jan 28, 2026
  • BAM-MRCD Public
    Orion-AI-Lab/BAM-MRCD’s past year of commit activity
    1 MIT 0 1 0 Updated Dec 5, 2025
  • televit1.0 Public

    Televit1.0: Teleconnection-aware Transformers for Subseasonal to Seasonal Wildfire Pattern Forecasting

    Orion-AI-Lab/televit1.0’s past year of commit activity
    Python 5 GPL-3.0 0 0 0 Updated Dec 2, 2025
  • Orion-AI-Lab/ThinkingEarth_Hackathon_BiDS25’s past year of commit activity
    Jupyter Notebook 9 MIT 2 0 0 Updated Sep 29, 2025
  • uncertainty-wildfires Public

    Repo for building uncertainty-aware deep learning models for wildfire danger forecasting

    Orion-AI-Lab/uncertainty-wildfires’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Sep 25, 2025
  • KuroSiwo Public

    Code and data for Kuro Siwo flood mapping dataset

    Orion-AI-Lab/KuroSiwo’s past year of commit activity
    Python 73 MIT 10 8 1 Updated Sep 24, 2025
  • Orion-AI-Lab/EOUncertaintyGeneralization’s past year of commit activity
    Python 16 MIT 0 1 0 Updated Jun 27, 2025