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@kraina-ai

Kraina AI

Geospatial & Mobility Research Group at WUST

Welcome to Kraina AI
a Geospatial & Mobility Research Group at WUST

Our WebsiteSRAI

📍 Geospatial Analysis: Employing state-of-the-art spatial data processing techniques, we discern spatial relationships and distribution patterns, uncovering crucial spatial trends.

🚗 Mobility Insights: Through extensive data mining and modelling, we investigate the dynamics of human and vehicular mobility, optimizing transportation networks and fostering sustainable urban development.

🗺️ Urban Dynamics: Merging urban studies with geospatial analytics, we dissect the drivers behind urban growth, land use changes, and urban sprawl, informing evidence-based urban planning strategies.

🔓 Open source: At Kraina we are actively improving the tooling around the geospatial domain. Our code is fully open-source under the Apache 2.0 License

Our tools

Pinned

  1. srai srai Public

    Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks

    Python 181 10

  2. srai-tutorial srai-tutorial Public

    A tutorial for the SRAI library

    Jupyter Notebook 13 1

  3. quackosm quackosm Public

    QuackOSM: an open-source Python and CLI tool for reading OpenStreetMap PBF files using DuckDB

    Python 116 4

  4. map_diffusion map_diffusion Public

    Jupyter Notebook 4

  5. kraina-website kraina-website Public

    Kraina Research Group website in Quarto

    Lua

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