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    • Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.
      Jupyter Notebook
      MIT License
      2000Updated Dec 19, 2024Dec 19, 2024
    • High-resolution satellite images reveal the prevalent positive indirect impact of urbanization on urban tree canopy coverage in South America
      1000Updated Dec 18, 2024Dec 18, 2024
    • Assessing the macro-scale patterns of urban tree canopy cover in Brazil using high-resolution remote sensing images
      1000Updated Dec 18, 2024Dec 18, 2024
    • A large-scale dataset for building type classification using social media and aerial data
      Python
      MIT License
      0600Updated Dec 6, 2024Dec 6, 2024
    • DOFA

      Public
      Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
      Jupyter Notebook
      MIT License
      810640Updated Nov 23, 2024Nov 23, 2024
    • Jupyter Notebook
      0300Updated Nov 19, 2024Nov 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
      Python
      MIT License
      1800Updated Oct 30, 2024Oct 30, 2024
    • polygnn

      Public
      [Fork] PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds [ISPRS 2024]
      Python
      MIT License
      10200Updated Oct 12, 2024Oct 12, 2024
    • DG-RES

      Public
      Python
      0100Updated Oct 4, 2024Oct 4, 2024
    • WSGraphCL

      Public
      This repository contains the implementation of WSGraphCL, a weak-strong graph contrastive learning model designed for hyperspectral image (HSI) classification.
      Python
      0100Updated Sep 23, 2024Sep 23, 2024
    • Starter pack and resources for the ML4Earth Hackathon 2024
      Jupyter Notebook
      MIT License
      0500Updated Sep 18, 2024Sep 18, 2024
    • SEQNN

      Public
      Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification
      0100Updated Sep 2, 2024Sep 2, 2024
    • Python
      0100Updated Aug 21, 2024Aug 21, 2024
    • DeCUR

      Public
      Decoupling common and unique representations for multimodal self-supervised learning
      Python
      Apache License 2.0
      24730Updated Aug 14, 2024Aug 14, 2024
    • Code for Water Research paper "Large-scale flood modeling and forecasting with FloodCast"
      C++
      9000Updated Jul 29, 2024Jul 29, 2024
    • rrsis

      Public
      Python
      Apache License 2.0
      01120Updated Jul 15, 2024Jul 15, 2024
    • PeFNN

      Public
      0100Updated Jul 15, 2024Jul 15, 2024
    • Python
      12500Updated Jun 29, 2024Jun 29, 2024
    • softcon

      Public
      Multi-label guided soft contrastive learning for efficient Earth observation pretraining
      Python
      Apache License 2.0
      01000Updated Jun 3, 2024Jun 3, 2024
    • 0000Updated Jun 2, 2024Jun 2, 2024
    • ST-FSOD

      Public
      Python
      Apache License 2.0
      01930Updated May 21, 2024May 21, 2024
    • M3R-CR

      Public
      Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark
      Python
      37030Updated May 20, 2024May 20, 2024
    • RS-DWL

      Public
      This is official Pytorch implementation of "Decouple and Weight Semi-supervised Semantic Segmentation of Remote Sensing Images, " ISPRS, 2024.
      Python
      0200Updated May 16, 2024May 16, 2024
    • Python
      2000Updated May 15, 2024May 15, 2024
    • HTML
      0000Updated Apr 29, 2024Apr 29, 2024
    • This is official code of "AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images," IEEE-TGRS, 2023
      Python
      0420Updated Apr 20, 2024Apr 20, 2024
    • SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
      Python
      Apache License 2.0
      2119920Updated Apr 20, 2024Apr 20, 2024
    • SSCDnet

      Public
      Semi-supervised Cloud Detection in Satellite Images by Considering Domain Shift Problem
      Python
      1000Updated Apr 12, 2024Apr 12, 2024
    • Python
      Apache License 2.0
      0000Updated Apr 2, 2024Apr 2, 2024
    • LCZ_LDL

      Public
      Official Code for TGRS Publication "Going Beyond One-Hot Encoding: Can Human Uncertainty Improve Model Performance in Earth Observation?" (Koller, Kauermann, Zhu 2023)
      Python
      0000Updated Mar 28, 2024Mar 28, 2024