ICA-Abs Abstracts of the ICA ICA-Abs Abstr. Int. Cartogr. Assoc. 2570-2106 Copernicus Publications Göttingen, Germany 10.5194/ica-abs-8-15-2024 LLM-Vision in enhancing the understanding of public spaces Komar Tom ¹ James Philip ¹ 1 School of Engineering, Newcastle University, United Kingdom 11 11 2024 8 15 Copyright: © 2024 Tom Komar 2024 This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit https://creativecommons.org/licenses/by/4.0/ This article is available from https://ica-abs.copernicus.org/articles/8/15/2024/ica-abs-8-15-2024.html The full text article is available as a PDF file from https://ica-abs.copernicus.org/articles/8/15/2024/ica-abs-8-15-2024.pdf