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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 2.3k 220

  2. SSL4EO-S12 SSL4EO-S12 Public

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

    Python 302 33

  3. DOFA DOFA Public

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

    Jupyter Notebook 217 21

  4. Copernicus-FM Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    Jupyter Notebook 151 9

  5. M3R-CR M3R-CR Public

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

    Python 88 5

  6. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 75 9

Repositories

Showing 10 of 113 repositories
  • LandSegmenter Public

    This repository contains the official implementation of the paper "LandSegmenter: Towards a Flexible Foundation Model for Land Use and Land Cover Mapping".

    zhu-xlab/LandSegmenter's past year of commit activity
    Jupyter Notebook 47 6 0 0 Updated Nov 2, 2026
  • UniBuild Public

    Official implementation for UniBuild: Unified Building Mapping From Multi-Source Optical Remote Sensing Imagery With Detail Decoding and Geometry Regularization

    zhu-xlab/UniBuild's past year of commit activity
    Python 19 1 1 0 Updated Oct 30, 2026
  • Local-Structure-Regularization Public

    Official Code for Beyond Pixel-wise Supervision: Local Structure Regularization for Semantic Segmentation, NeurIPS, 2026.

    zhu-xlab/Local-Structure-Regularization's past year of commit activity
    Python 0 0 0 0 Updated Oct 1, 2026
  • oceanTACO Public Forked from nilsleh/oceanTACO

    OceanTACO: A Multi-source sea surface state dataset

    zhu-xlab/oceanTACO's past year of commit activity
    Python 0 Apache-2.0 1 0 0 Updated Sep 11, 2026
  • EarthExtreme-Bench Public
    zhu-xlab/EarthExtreme-Bench's past year of commit activity
    Python 0 0 0 0 Updated Sep 1, 2026
  • MRPolyBuild Public

    Implementation of version 2 global 3D building products.

    zhu-xlab/MRPolyBuild's past year of commit activity
    Python 9 Apache-2.0 1 0 0 Updated Aug 16, 2026
  • OFA-HSI Public
    zhu-xlab/OFA-HSI's past year of commit activity
    2 0 0 0 Updated Jul 29, 2026
  • M3R-CR Public

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

    zhu-xlab/M3R-CR's past year of commit activity
    Python 88 5 5 0 Updated Jul 27, 2026
  • DOFA Public

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

    zhu-xlab/DOFA's past year of commit activity
    Jupyter Notebook 217 MIT 21 6 1 Updated Jul 22, 2026
  • HySens Public

    PyTorch implementation of "HySens: Sensor-Agnostic Foundation Models for Hyperspectral Data (IEEE TGRS)"

    zhu-xlab/HySens's past year of commit activity
    Python 5 MIT 0 0 0 Updated Jul 13, 2026
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