Beyond GIS

What is GeoAI: Opportunities & Limitations

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In this episode, Kurt chats to Orbica’s own AI Data Specialist Sagar Soni about the opportunities and limitations of GeoAI.

Topics include:

  • The transformational potential of GeoAI in disaster management and spatial data analysis, achieved through the fusion of geospatial technology and AI.
  • How the accuracy of AI models hinges significantly on the quality of training data, and how it can benefit from human involvement and expertise.
  • The importance of ground validation in mitigating potential biases inherent in AI models due to their training datasets.
  • The superior value of temporal trends in GeoAI models compared to pixel-perfect accuracy for extracting meaningful insights over time.
  • Strategies for enhancing output quality, such as integrating AI into specialised databases, using cloud post-processing techniques, and exploiting unique features of vector datasets, even with minimal training data.

    • And more!

    Enjoy the show!
    To learn more about what Geospatial can do for your business, visit our website ⁠⁠www.orbica.com⁠⁠
    Feel free to reach out via the website, or connect with ⁠Kurt or Sagar on LinkedIn⁠.

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    Beyond GISBy Kurt Janssen