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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 227 23

  2. DOFA DOFA Public

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

    Jupyter Notebook 134 12

  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 58 4

  5. Copernicus-FM Copernicus-FM Public

    Towards a Unified Copernicus Foundation Model for Earth Vision

    Jupyter Notebook 56 2

  6. augsburg_Multimodal_Data_Set_MDaS augsburg_Multimodal_Data_Set_MDaS Public

    MATLAB 42

Repositories

Showing 10 of 80 repositories
  • zhu-xlab/GlobalBuildingMap’s past year of commit activity
    Python 1 MIT 0 0 0 Updated May 21, 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 56 2 1 0 Updated May 19, 2025
  • zhu-xlab/UrbanFloodCastV1’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated May 18, 2025
  • WSGraphCL Public

    This repository contains the implementation of WSGraphCL, a weak-strong graph contrastive learning model designed for hyperspectral image (HSI) classification.

    zhu-xlab/WSGraphCL’s past year of commit activity
    Python 2 0 0 0 Updated May 18, 2025
  • SCST_4_RS Public

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

    zhu-xlab/SCST_4_RS’s past year of commit activity
    Python 3 0 0 0 Updated May 14, 2025
  • GCP Public

    Official implementation of "Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing"

    zhu-xlab/GCP’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated May 8, 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 134 MIT 12 2 0 Updated Apr 20, 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 16 2 3 0 Updated Apr 17, 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

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