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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. HephaestusHephaestusPublic

    Hephaestus: A large scale multitask dataset towards InSAR understanding

    Python 71 7

  2. S4AS4APublic

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

    Jupyter Notebook 105 20

  3. EfficientBigEarthNetEfficientBigEarthNetPublic

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

    Python 67 4

  4. wildfire_forecastingwildfire_forecastingPublic

    Deep Learning Models for Wildfire Danger Forecasting

    Python 75 17

  5. televittelevitPublic

    Teleconnection-driven vision transformers for improved long-term forecasting

    Python 32 6

  6. mesogeosmesogeosPublic

    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 58 13

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