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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 216 23

  2. DOFA DOFA Public

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

    Jupyter Notebook 127 11

  3. M3R-CR M3R-CR Public

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

    Python 75 4

  4. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 52 3

  5. Copernicus-FM Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    Jupyter Notebook 46 2

  6. augsburg_Multimodal_Data_Set_MDaS augsburg_Multimodal_Data_Set_MDaS Public

    MATLAB 41

Repositories

Showing 10 of 78 repositories
  • zhu-xlab/UrbanFloodCastV1’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Apr 17, 2025
  • HTC-DC-Net Public

    Official Implementation of submitted TGRS paper "HTC-DC Net: A Network for Monocular Height Estimation from Single Remote Sensing Images"

    zhu-xlab/HTC-DC-Net’s past year of commit activity
    Python 15 2 3 0 Updated Apr 17, 2025
  • 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 127 MIT 11 2 0 Updated Apr 16, 2025
  • CropClimateX Public Forked from drnhhl/CropClimateX
    zhu-xlab/CropClimateX’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Apr 15, 2025
  • zhu-xlab/synthetic_tweets’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 10, 2025
  • Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    zhu-xlab/Copernicus-FM’s past year of commit activity
    Jupyter Notebook 46 2 1 0 Updated Apr 3, 2025
  • SEQNN Public

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

    zhu-xlab/SEQNN’s past year of commit activity
    Jupyter Notebook 2 1 0 0 Updated Mar 24, 2025
  • LULC_MSI_QCNN Public

    Land Cover Classification from Sentinel-2 Images with Quantum-Classical Convolutional Neural Networks (FQCNN and MQCNN)

    zhu-xlab/LULC_MSI_QCNN’s past year of commit activity
    Python 6 2 0 0 Updated Mar 24, 2025
  • InstructBLIP_SCST Public

    An improved version of InstructBLIP that uses SCST to reduce visual reasoning errors (oversights, hallucinations, ...)

    zhu-xlab/InstructBLIP_SCST’s past year of commit activity
    Python 3 0 0 0 Updated Mar 20, 2025
  • CromSS Public

    Resources for CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation

    zhu-xlab/CromSS’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Mar 20, 2025