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Zhu Lab

Data Science in Earth Observation

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  1. SSL4EO-S12 SSL4EO-S12 Public

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

    Python 180 18

  2. DOFA DOFA Public

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

    Jupyter Notebook 76 5

  3. M3R-CR M3R-CR Public

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

    Python 66 5

  4. SSL4EO-Review SSL4EO-Review Public

    Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"

    Python 35 3

  5. UniDA UniDA Public

    Code for TGRS paper "Universal Domain Adaptation for Remote Sensing Image Scene Classification"

    Python 35 2

  6. augsburg_Multimodal_Data_Set_MDaS augsburg_Multimodal_Data_Set_MDaS Public

    MATLAB 28

Repositories

Showing 10 of 65 repositories
  • zhu-xlab/UrbanFloodCastV1’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Sep 27, 2024
  • zhu-xlab/WSGraphCL’s past year of commit activity
    Python 1 0 0 0 Updated Sep 23, 2024
  • ML4Earth-Hackathon-2024 Public

    Starter pack and resources for the ML4Earth Hackathon 2024

    zhu-xlab/ML4Earth-Hackathon-2024’s past year of commit activity
    Jupyter Notebook 4 MIT 0 0 0 Updated Sep 18, 2024
  • 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 76 MIT 5 3 0 Updated Sep 4, 2024
  • SEQNN Public

    Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification

    zhu-xlab/SEQNN’s past year of commit activity
    1 0 0 0 Updated Sep 2, 2024
  • zhu-xlab/RainScaler’s past year of commit activity
    Python 1 0 0 0 Updated Aug 21, 2024
  • DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    zhu-xlab/DeCUR’s past year of commit activity
    Python 16 Apache-2.0 2 0 0 Updated Aug 14, 2024
  • FloodCast_Large-scale-flood Public Forked from QingsongXu123/FloodCast

    Code for Water Research paper "Large-scale flood modeling and forecasting with FloodCast"

    zhu-xlab/FloodCast_Large-scale-flood’s past year of commit activity
    C++ 0 4 0 0 Updated Jul 29, 2024
  • rrsis Public
    zhu-xlab/rrsis’s past year of commit activity
    Python 10 Apache-2.0 0 1 0 Updated Jul 15, 2024
  • PeFNN Public
    zhu-xlab/PeFNN’s past year of commit activity
    1 0 0 0 Updated Jul 15, 2024

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