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Zhu Lab

Data Science in Earth Observation

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  1. GlobalBuildingAtlas GlobalBuildingAtlas Public

    GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models

    Python 1.8k 168

  2. SSL4EO-S12 SSL4EO-S12 Public

    SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation

    Python 276 27

  3. DOFA DOFA Public

    Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities

    Jupyter Notebook 161 16

  4. Copernicus-FM Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    Jupyter Notebook 116 6

  5. M3R-CR M3R-CR Public

    Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark

    Python 83 5

  6. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 69 8

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