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    17 repositories

    • svi_percept

      Public
      A Python package for modelling human perception of street view images using CLIP features and the K-nearest-neighbour algorithm.
      Python
      •
      GNU General Public License v3.0
      •1•1•0•1•Updated Dec 23, 2024Dec 23, 2024

    • percept-vsvi-filter

      Public
      Preprocessing and filtering volunteered street view imagery for the human perception survey project
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 21, 2024Dec 21, 2024

    • percept-knn-model

      Public
      K-Nearest-Neighbour model of Percept-generated data
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 12, 2024Dec 12, 2024

    • percept

      Public
      Homepage of the human perception and street view imagery project
      GNU General Public License v3.0
      •0•6•1•0•Updated Dec 12, 2024Dec 12, 2024

    • percept-backend

      Public
      Backend to human perception survey project
      JavaScript
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Nov 4, 2024Nov 4, 2024

    • percept-frontend

      Public
      Frontend to human perception survey project
      JavaScript
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Nov 4, 2024Nov 4, 2024

    • BuiltEnvModeChoice

      Public
      Built environment influence on commute mode choice in a global south megacity context: Insights from explainable machine learning approach
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Feb 29, 2024Feb 29, 2024

    • GreenExp_R

      Public
      This is a R toolkit and developer version package to estimate multidimensional aspects of greenness and nature exposure, such as availability, accessibility and visibility using various geospatial data and models
      osmspatial-analysissatellite-datanaturegreenspacespatialdata
      R
      •
      MIT License
      •6•41•5•1•Updated Nov 14, 2023Nov 14, 2023

    • StreetView-NatureVisibility

      Public
      This GitHub repository presents a scalable and reproducible framework for utilising Mapillary data in greenness visibility modelling.
      mapillaryndvisemantic-image-segmentationgreen-view-indexgvi-estimation-using-ndvipython
      Jupyter Notebook
      •3•13•1•1•Updated Sep 12, 2023Sep 12, 2023

    • .github

      Public
      0•0•0•0•Updated Aug 27, 2023Aug 27, 2023

    • GreenEx_Py

      Public
      This is a python toolkit and developer version package to estimate multidimensional aspects of greenness and nature exposure, such as availability, accessibility and visibility using various geospatial data and models
      Jupyter Notebook
      •
      MIT License
      •1•11•4•0•Updated Aug 27, 2023Aug 27, 2023

    • 2.5D-GreenViewIndex-Netherlands

      Public
      Mapping Tree Visibility in the Netherlands using a viewshed based spatial model
      Jupyter Notebook
      •0•2•0•0•Updated Aug 13, 2023Aug 13, 2023

    • Urban_Greenspace_Accessibility

      Public
      Modelling Greenspace accessibility in a reproducible and scalable method in Python
      Jupyter Notebook
      •2•1•0•0•Updated May 26, 2023May 26, 2023

    • cycling_counter_prediction

      Public
      Modeling the built environmental and cycling flow relations using machine learning approaches
      Jupyter Notebook
      •1•1•0•0•Updated Mar 28, 2023Mar 28, 2023

    • Park-NET-identifying-Urban-parks-using-multi-source-spatial-data-and-Geo-AI

      Public
      Project to investigate and develop spatial data-driven Geo-AI models (Convolutional Neural Network) to identify urban greenspace from Satellite images by integrating multiple data sources (e.g. vector data of urban parks)
      deep-learningimage-segmentationparksgreenspacesatellite-imagery-analysisgeoai
      Jupyter Notebook
      •5•0•0•0•Updated Feb 26, 2023Feb 26, 2023

    • NDVI-dimist

      Public
      Demystifying normalized difference vegetation index (NDVI) for greenness exposure assessments and policy interventions in urban greening
      Jupyter Notebook
      •2•0•0•0•Updated Jan 2, 2023Jan 2, 2023

    • Green-space-accessibility-democity

      Public
      Jupyter Notebook
      •2•1•0•0•Updated Sep 22, 2022Sep 22, 2022