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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 194 21

  2. DOFA DOFA Public

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

    Jupyter Notebook 104 6

  3. M3R-CR M3R-CR Public

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

    Python 70 5

  4. DeCUR DeCUR Public

    Decoupling common and unique representations for multimodal self-supervised learning

    Python 45 2

  5. SSL4EO-Review SSL4EO-Review Public

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

    Python 36 3

  6. UniDA UniDA Public

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

    Python 35 3

Repositories

Showing 10 of 68 repositories
  • 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
    1 0 0 0 Updated Dec 13, 2024
  • So2Sat-BuildingType Public

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

    zhu-xlab/So2Sat-BuildingType’s past year of commit activity
    Python 6 MIT 0 0 0 Updated Dec 6, 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 104 MIT 6 3 0 Updated Nov 23, 2024
  • zhu-xlab/UrbanFloodCastV1’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Nov 19, 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

    zhu-xlab/AIO2’s past year of commit activity
    Python 8 MIT 1 0 0 Updated Oct 30, 2024
  • polygnn Public Forked from chenzhaiyu/polygnn

    [Fork] PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds [ISPRS 2024]

    zhu-xlab/polygnn’s past year of commit activity
    Python 2 MIT 10 0 0 Updated Oct 12, 2024
  • DG-RES Public
    zhu-xlab/DG-RES’s past year of commit activity
    Python 1 0 0 0 Updated Oct 4, 2024
  • 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 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 5 MIT 0 0 0 Updated Sep 18, 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

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