Machine learning

Classification and object detection

Find out more: Detection of Pictorial Map Objects with Convolutional Neural Networks + MapPool – Bubbling up an extremely large corpus of maps for AI

Instance segmentation and semantic segmentation

Find out more: Instance Segmentation, Body Part Parsing, and Pose Estimation of Human Figures in Pictorial Maps

Single-view 3D reconstruction and texture resynthesis

Find out more: Inferring Implicit 3D Representations from Human Figures on Pictorial Maps

Diffusion models

Find out more: Stable Diffusion in Cartography – Opportunities and Challenges