Abstracts of the ICA
Abstracts of the ICA
ICA-Abs
Articles | Volume 12
Articles | Volume 12
https://doi.org/10.5194/ica-abs-12-133-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/ica-abs-12-133-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 12
07 Sep 2026
 | 07 Sep 2026

From 75 Million Images to a Verified Dataset of Statistical Maps: A Multi-Stage Extraction Pipeline Combining Active Learning and Vision Language Models

Marta Solarz and Izabela Gołębiowska

Keywords: statistical maps, benchmark dataset, MapPool, active learning, vision language models

Share
How to cite. Solarz, M. and Gołębiowska, I.: From 75 Million Images to a Verified Dataset of Statistical Maps: A Multi-Stage Extraction Pipeline Combining Active Learning and Vision Language Models, Abstr. Int. Cartogr. Assoc., 12, 133, https://doi.org/10.5194/ica-abs-12-133-2026, 2026.
Download
Share