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    95 repositories

    • GlobalBuildingAtlas

      Public
      GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models
      Python
      •
      Other
      •176•1.9k•22•0•Updated Jan 7, 2026Jan 7, 2026

    • tomosar2height

      Public
      Reconstructing building height from spaceborne TomoSAR point clouds using a dual-topology network [TGRS 2026]
      heightbuilding3dtomosar
      Python
      •
      MIT License
      •1•9•0•0•Updated Jan 6, 2026Jan 6, 2026

    • 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
      •2•13•0•0•Updated Jan 6, 2026Jan 6, 2026

    • RevFus

      Public
      Python
      •0•0•1•0•Updated Dec 23, 2025Dec 23, 2025

    • SpaXFus

      Public
      Python
      •0•0•0•0•Updated Dec 23, 2025Dec 23, 2025

    • GlobalBuildingMap

      Public
      Python
      •
      MIT License
      •0•14•0•0•Updated Dec 15, 2025Dec 15, 2025

    • LandSegmenter

      Public
      This repository contains the official implementation of the paper "LandSegmenter: Towards a Flexible Foundation Model for Land Use and Land Cover Mapping".
      semantic-segmentationzero-shotweakly-supervised-learninglulcfoundation-models
      Jupyter Notebook
      •1•26•0•0•Updated Dec 8, 2025Dec 8, 2025

    • PCNO

      Public
      Physically consistent and uncertainty-aware learning of spatiotemporal dynamics
      Python
      •1•0•0•0•Updated Dec 4, 2025Dec 4, 2025

    • GEWDiff

      Public
      This is the official PyTorch implementation of: GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
      Python
      •2•16•1•0•Updated Dec 2, 2025Dec 2, 2025

    • MLTQNN

      Public
      Multitask Learning for Earth Observation Data Classification with Hybrid Quantum Network
      0•0•0•0•Updated Nov 28, 2025Nov 28, 2025

    • So2Sat-LCZ42

      Public
      Zhu et al., So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification, IEEE Geoscience and Remote Sensing Magazine, in press, 2020.
      Jupyter Notebook
      •4•39•0•0•Updated Nov 21, 2025Nov 21, 2025

    • REO-Instruct

      Public
      Official repository for paper: "Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation" (AAAI-26 AI4ES Workshop)
      0•2•0•0•Updated Nov 16, 2025Nov 16, 2025

    • tse-net

      Public
      Python
      •0•2•0•0•Updated Oct 15, 2025Oct 15, 2025

    • mineseg

      Public
      Mining area segmentation
      Python
      •0•0•0•0•Updated Oct 13, 2025Oct 13, 2025

    • Copernicus-FM

      Public
      Towards a Unified Copernicus Foundation Model for Earth Vision
      Jupyter Notebook
      •
      Other
      •6•118•3•1•Updated Oct 2, 2025Oct 2, 2025

    • PeFNN

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

    • UrbanFloodCastV1

      Public
      UrbanFloodCast for Inno_MAUS project
      Jupyter Notebook
      •1•5•0•0•Updated Jul 23, 2025Jul 23, 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
      •16•165•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
      •7•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
      •1•3•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•18•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•33•7•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
      •3•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