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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 62 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 89 18

  3. EfficientBigEarthNet EfficientBigEarthNet Public

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

    Python 61 4

  4. wildfire_forecasting wildfire_forecasting Public

    Deep Learning Models for Wildfire Danger Forecasting

    Python 63 17

  5. televit televit Public

    Teleconnection-driven vision transformers for improved long-term forecasting

    Python 28 5

  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 44 9

Repositories

Showing 10 of 15 repositories
  • 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 2 0 0 Updated Nov 7, 2024
  • S4A Public

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

    Orion-AI-Lab/S4A’s past year of commit activity
    Jupyter Notebook 89 MIT 18 3 0 Updated Nov 6, 2024
  • KuroSiwo Public

    Code and data for Kuro Siwo flood mapping dataset

    Orion-AI-Lab/KuroSiwo’s past year of commit activity
    Python 39 MIT 3 3 1 Updated Oct 23, 2024
  • FLOGA Public
    Orion-AI-Lab/FLOGA’s past year of commit activity
    Jupyter Notebook 9 MIT 0 0 0 Updated Oct 21, 2024
  • MindTheModalityGap Public

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

    Orion-AI-Lab/MindTheModalityGap’s past year of commit activity
    Python 9 0 0 0 Updated Oct 16, 2024
  • S4A-Models Public

    Various experiments on the Sen4AgriNet dataset

    Orion-AI-Lab/S4A-Models’s past year of commit activity
    Jupyter Notebook 32 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"

    Orion-AI-Lab/igarss24_DL4NH’s past year of commit activity
    26 GPL-3.0 2 0 0 Updated Jul 7, 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

    Orion-AI-Lab/mesogeos’s past year of commit activity
    Jupyter Notebook 44 9 0 0 Updated Feb 7, 2024
  • televit Public

    Teleconnection-driven vision transformers for improved long-term forecasting

    Orion-AI-Lab/televit’s past year of commit activity
    Python 28 5 0 0 Updated Nov 1, 2023
  • Orion-AI-Lab/PrototypeInSAR’s past year of commit activity
    Python 9 MIT 2 0 0 Updated Sep 29, 2023

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