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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 208 23

  2. DOFA DOFA Public

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

    Jupyter Notebook 117 10

  3. M3R-CR M3R-CR Public

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

    Python 73 3

  4. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 49 3

  5. augsburg_Multimodal_Data_Set_MDaS augsburg_Multimodal_Data_Set_MDaS Public

    MATLAB 38

  6. SSL4EO-Review SSL4EO-Review Public

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

    Python 37 3

Repositories

Showing 10 of 76 repositories
  • Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    zhu-xlab/Copernicus-FM’s past year of commit activity
    Jupyter Notebook 8 Apache-2.0 0 0 0 Updated Mar 19, 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 18, 2025
  • Causal_health Public
    zhu-xlab/Causal_health’s past year of commit activity
    Python 1 0 0 0 Updated Mar 18, 2025
  • AIO2 Public

    Official implementation of TGRS paper - AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

    zhu-xlab/AIO2’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Mar 16, 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 2 0 0 0 Updated Mar 11, 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 117 MIT 10 3 0 Updated Mar 9, 2025
  • zhu-xlab/UrbanFloodCastV1’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Mar 3, 2025
  • DG-RES Public
    zhu-xlab/DG-RES’s past year of commit activity
    Python 2 0 0 0 Updated Feb 14, 2025
  • glacier_pinn Public Forked from viola1593/glacier_pinn

    Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.

    zhu-xlab/glacier_pinn’s past year of commit activity
    Jupyter Notebook 0 MIT 2 0 0 Updated Dec 19, 2024
  • Indirect-impact-of-urbanization Public Forked from nkszjx/Indirect-impact-of-urbanization

    High-resolution satellite images reveal the prevalent positive indirect impact of urbanization on urban tree canopy coverage in South America

    zhu-xlab/Indirect-impact-of-urbanization’s past year of commit activity
    0 2 0 0 Updated Dec 18, 2024

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