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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 Public

    Hephaestus: A large scale multitask dataset towards InSAR understanding

    Python 66 7

  2. S4A Public

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

    Jupyter Notebook 97 19

  3. EfficientBigEarthNet Public

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

    Python 62 4

  4. wildfire_forecasting Public

    Deep Learning Models for Wildfire Danger Forecasting

    Python 70 17

  5. televit Public

    Teleconnection-driven vision transformers for improved long-term forecasting

    Python 30 6

  6. 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 49 10

Repositories

Showing 10 of 17 repositories
  • orion-ai-lab.github.io Public

    Lab's public website

    TeX 0 MIT 4 0 0 Updated Mar 26, 2025
  • KuroSiwo Public

    Code and data for Kuro Siwo flood mapping dataset

    Python 57 MIT 5 8 1 Updated Mar 22, 2025
  • 10 MIT 0 1 0 Updated Mar 17, 2025
  • FLOGA Public
    Jupyter Notebook 12 MIT 0 3 0 Updated Mar 13, 2025
  • GAIA Public

    GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis

    18 MIT 1 0 0 Updated Mar 5, 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

    Jupyter Notebook 49 10 1 0 Updated Jan 13, 2025
  • S4A Public

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

    Jupyter Notebook 97 MIT 19 4 0 Updated Nov 6, 2024
  • MindTheModalityGap Public

    Mind the Modality Gap: Towards a Remote Sensing Vision-Language Model via Cross-modal Alignment

    Python 11 0 0 0 Updated Oct 16, 2024
  • S4A-Models Public

    Various experiments on the Sen4AgriNet dataset

    Jupyter Notebook 33 MIT 9 6 1 Updated Aug 15, 2024
  • igarss24_DL4NH Public

    IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"

    26 GPL-3.0 2 0 0 Updated Jul 7, 2024

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