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    76 repositories

    • SEQNN

      Public
      Hybrid Quantum Deep Learning with Superpixel Encoding for Earth Observation Data Classification
      Jupyter Notebook
      •0•1•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
      •1•6•1•0•Updated Mar 24, 2025Mar 24, 2025

    • Copernicus-FM

      Public
      Towards a Unified Copernicus Foundation Model for Earth Vision
      Jupyter Notebook
      •
      Apache License 2.0
      •0•12•0•0•Updated Mar 21, 2025Mar 21, 2025

    • InstructBLIP_SCST

      Public
      An improved version of InstructBLIP that uses SCST to reduce visual reasoning errors (oversights, hallucinations, ...)
      Python
      •0•2•0•0•Updated Mar 20, 2025Mar 20, 2025

    • CromSS

      Public
      Resources for CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation
      Python
      •
      MIT License
      •0•2•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•8•0•0•Updated Mar 16, 2025Mar 16, 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
      •10•119•3•0•Updated Mar 9, 2025Mar 9, 2025

    • UrbanFloodCastV1

      Public
      Jupyter Notebook
      •0•3•0•0•Updated Mar 3, 2025Mar 3, 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
      •2•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
      •1•0•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
      •14•2•0•0•Updated Oct 12, 2024Oct 12, 2024

    • 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•1•0•0•Updated Sep 23, 2024Sep 23, 2024

    • ML4Earth-Hackathon-2024

      Public
      Starter pack and resources for the ML4Earth Hackathon 2024
      Jupyter Notebook
      •
      MIT License
      •0•5•0•0•Updated Sep 18, 2024Sep 18, 2024

    • RainScaler

      Public
      Python
      •0•1•0•0•Updated Aug 21, 2024Aug 21, 2024

    • DeCUR

      Public
      Decoupling common and unique representations for multimodal self-supervised learning
      Python
      •
      Apache License 2.0
      •3•50•3•0•Updated Aug 14, 2024Aug 14, 2024

    • FloodCast_Large-scale-flood

      Public
      Code for Water Research paper "Large-scale flood modeling and forecasting with FloodCast"
      C++
      •9•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • rrsis

      Public
      Python
      •
      Apache License 2.0
      •0•12•2•0•Updated Jul 15, 2024Jul 15, 2024

    • PeFNN

      Public
      0•1•0•0•Updated Jul 15, 2024Jul 15, 2024

    • ChatEarthNet

      Public
      Python
      •1•28•0•0•Updated Jun 29, 2024Jun 29, 2024

    • softcon

      Public
      Multi-label guided soft contrastive learning for efficient Earth observation pretraining
      Python
      •
      Apache License 2.0
      •1•11•0•0•Updated Jun 3, 2024Jun 3, 2024

    • FloodCastBench

      Public
      0•0•0•0•Updated Jun 2, 2024Jun 2, 2024

    • ST-FSOD

      Public
      Python
      •
      Apache License 2.0
      •1•19•4•0•Updated May 21, 2024May 21, 2024

    • M3R-CR

      Public
      Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark
      Python
      •3•74•4•0•Updated 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
      •0•8•0•0•Updated May 16, 2024May 16, 2024

    • TreeSegment_SA

      Public
      Python
      •2•0•0•0•Updated May 15, 2024May 15, 2024