FOSS4G NA 2024

Large Language Models(LLMs) in Geospatial Industry

This conference explores the transformative impact of Large Language Models (LLMs) on the geospatial industry. We'll discuss current applications, address challenges, predict future trends, and offer interactive sessions to demonstrate how LLMs can revolutionize mapping and spatial analysis.


Introduction:

Large Language Models (LLMs) are transforming how we work with geospatial data. This conference will explore their current uses and future potential, showcasing how these models can revolutionize mapping
and spatial analysis.

Purpose:

The goal is to bring together geospatial and AI professionals to discuss the practical applications and future possibilities of open-source LLMs in the geospatial field. I have already shared some of my insights in "Large Language Model(LLM) and it's Geospatial Applications" on geo-series hosted by OSGEO NEPAL, and I want to share them globally.

Topics:

Current Use of LLMs:

  • Real-world examples of LLMs in geospatial analysis.

  • How LLMs are enhancing tasks like mapping, data interpretation

Challenges and Benefits:

  • Addressing challenges in using LLMs, such as data compatibility and model scalability.

  • Exploring benefits like automating repetitive tasks and providing new insights from large datasets.

Future Potential:

  • Predicting future trends and innovative uses for LLMs in the geospatial industry.

  • How open-source LLMs can democratize access and drive further innovation.

Interactive Sessions:

  • Hands-on workshops and demonstrations to explore LLM applications.

Audience:

  • GIS analysts, cartographers, and remote sensing experts.

  • AI researchers and developers interested in geospatial applications.

  • Business leaders looking to incorporate LLMs into their geospatial strategies.

Conclusion:

Large Language Models hold great promise for the geospatial industry,offering new ways to analyze and interpret data. This conference will help us understand their potential, paving the way for smarter, more
efficient geospatial solutions.

The speaker’s profile picture
Deepak Pradhan
The speaker’s profile picture
Rohit Gautam
The speaker’s profile picture
Susmina Manandhar