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Zhu Lab

Data Science in Earth Observation

Popular repositories Loading

  1. SSL4EO-S12 SSL4EO-S12 Public

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

    Python 203 22

  2. DOFA DOFA Public

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

    Jupyter Notebook 113 9

  3. M3R-CR M3R-CR Public

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

    Python 72 3

  4. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 49 2

  5. augsburg_Multimodal_Data_Set_MDaS augsburg_Multimodal_Data_Set_MDaS Public

    MATLAB 37

  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 72 repositories
  • InstructBLIP_SCST Public

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

    Python 1 0 0 0 Updated Feb 14, 2025
  • DG-RES Public
    Python 2 0 0 0 Updated Feb 14, 2025
  • DOFA Public

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

    Jupyter Notebook 113 MIT 9 3 0 Updated Feb 11, 2025
  • Jupyter Notebook 3 0 0 0 Updated Feb 10, 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.

    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

    0 2 0 0 Updated Dec 18, 2024
  • Macroscale-patterns-of-UTC-in-Brazil Public Forked from nkszjx/Macroscale-patterns-of-UTC-in-Brazil

    Assessing the macro-scale patterns of urban tree canopy cover in Brazil using high-resolution remote sensing images

    0 1 0 0 Updated Dec 18, 2024
  • So2Sat-BuildingType Public

    A large-scale dataset for building type classification using social media and aerial data

    Python 6 MIT 0 0 0 Updated Dec 6, 2024
  • AIO2 Public

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

    Python 8 MIT 1 0 0 Updated Oct 30, 2024
  • polygnn Public Forked from chenzhaiyu/polygnn

    [This is a fork; check upstream] PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds [ISPRS 2024]

    Python 2 MIT 13 0 0 Updated Oct 12, 2024