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    87 repositories

    • GEWDiff

      Public
      This is the official PyTorch implementation of: GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
      Python
      •0•3•0•0•Updated Nov 11, 2025Nov 11, 2025

    • GlobalBuildingAtlas

      Public
      Python
      •
      Other
      •31•309•5•0•Updated Nov 6, 2025Nov 6, 2025

    • Copernicus-FM

      Public
      Towards a Unified Copernicus Foundation Model for Earth Vision
      Jupyter Notebook
      •
      Other
      •6•108•3•1•Updated Oct 2, 2025Oct 2, 2025

    • GlobalBuildingMap

      Public
      Python
      •
      MIT License
      •0•11•0•0•Updated Sep 26, 2025Sep 26, 2025

    • PeFNN

      Public
      Python
      •0•1•0•0•Updated Aug 2, 2025Aug 2, 2025

    • UrbanFloodCastV1

      Public
      UrbanFloodCast for Inno_MAUS project
      Jupyter Notebook
      •0•5•0•0•Updated Jul 23, 2025Jul 23, 2025

    • tomosar2height

      Public
      Reconstructing building height from spaceborne TomoSAR point clouds using a dual-topology network
      heightbuilding3dtomosar
      Python
      •
      MIT License
      •1•5•0•0•Updated Jun 30, 2025Jun 30, 2025

    • DOFA

      Public
      Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
      geospatialremote-sensingearth-scienceearth-observationmultimodal-deep-learningfoundation-models
      Jupyter Notebook
      •
      MIT License
      •15•156•5•0•Updated Jun 28, 2025Jun 28, 2025

    • UrbanFloodCast

      Public
      Code for Journal of Hydrology paper "Urban flood modeling and forecasting with deep neural operator and transfer learning"
      Python
      •6•1•0•0•Updated Jun 20, 2025Jun 20, 2025

    • VLM-for-EO-regression

      Public
      The official page for “Regression in EO: Are VLMs Up to the Challenge?”
      0•4•0•0•Updated Jun 1, 2025Jun 1, 2025

    • weakim2h

      Public
      Python
      •
      MIT License
      •0•2•1•0•Updated May 22, 2025May 22, 2025

    • WSGraphCL

      Public
      This repository contains the implementation of WSGraphCL, a weak-strong graph contrastive learning model designed for hyperspectral image (HSI) classification.
      deep-learningartificial-intelligenceremote-sensinghyperspectral-image-classificationself-supervised-learningcontrastive-learning
      Python
      •0•2•0•0•Updated May 18, 2025May 18, 2025

    • SCST_4_RS

      Public
      An improved version of InstructBLIP that uses SCST to reduce visual reasoning errors (oversights, hallucinations, ...)
      Python
      •0•3•0•0•Updated May 14, 2025May 14, 2025

    • GCP

      Public
      Official implementation of "Global Collinearity-aware Polygonizer for Polygonal Building Mapping in Remote Sensing"
      Python
      •
      Apache License 2.0
      •1•15•0•0•Updated May 8, 2025May 8, 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"
      Python
      •4•29•5•0•Updated Apr 17, 2025Apr 17, 2025

    • CropClimateX

      Public
      Jupyter Notebook
      •2•0•0•0•Updated Apr 15, 2025Apr 15, 2025

    • synthetic_tweets

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Apr 10, 2025Apr 10, 2025

    • SEQNN

      Public
      Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification
      Jupyter Notebook
      •2•4•0•0•Updated Mar 24, 2025Mar 24, 2025

    • LULC_MSI_QCNN

      Public
      Land Cover Classification from Sentinel-2 Images with Quantum-Classical Convolutional Neural Networks (FQCNN and MQCNN)
      Python
      •2•10•0•0•Updated Mar 24, 2025Mar 24, 2025

    • CromSS

      Public
      Resources for CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation
      Python
      •
      MIT License
      •0•4•0•0•Updated Mar 20, 2025Mar 20, 2025

    • Causal_health

      Public
      Python
      •0•1•0•0•Updated Mar 18, 2025Mar 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
      Python
      •
      MIT License
      •1•12•0•0•Updated Mar 16, 2025Mar 16, 2025

    • DG-RES

      Public
      Python
      •0•2•0•0•Updated Feb 14, 2025Feb 14, 2025

    • glacier_pinn

      Public
      Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.
      Jupyter Notebook
      •
      MIT License
      •3•0•0•0•Updated Dec 19, 2024Dec 19, 2024

    • Indirect-impact-of-urbanization

      Public
      High-resolution satellite images reveal the prevalent positive indirect impact of urbanization on urban tree canopy coverage in South America
      2•0•0•0•Updated Dec 18, 2024Dec 18, 2024

    • Macroscale-patterns-of-UTC-in-Brazil

      Public
      Assessing the macro-scale patterns of urban tree canopy cover in Brazil using high-resolution remote sensing images
      1•0•0•0•Updated Dec 18, 2024Dec 18, 2024

    • So2Sat-BuildingType

      Public
      A large-scale dataset for building type classification using social media and aerial data
      Python
      •
      MIT License
      •0•6•0•0•Updated Dec 6, 2024Dec 6, 2024

    • FloodCastBench_Dataset-and-Models

      Public
      Codes for Scientific Data Paper "A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting"
      Python
      •4•1•0•0•Updated Nov 1, 2024Nov 1, 2024

    • polygnn

      Public
      [This is a fork; check upstream] PolyGNN: Polyhedron-based graph neural network for 3D building reconstruction from point clouds [ISPRS 2024]
      Python
      •
      MIT License
      •15•2•0•0•Updated Oct 12, 2024Oct 12, 2024

    • SSL_Buildings

      Public
      This is Pytorch reproduction of some classical semi-supervised learning (SSL) methods for builing footprint extraction, inlcuding the official implementations of AdaptMatch and DBMatch.
      Python
      •0•0•0•0•Updated Oct 7, 2024Oct 7, 2024