deep learning

Geospatial Artificial Intelligence: Emerging Trends and Challenges

Mark Altaweel

There are both challenges and opportunities that Artificial Intelligence (AI) has in applying geospatial and GIS knowledge that also addresses issues of time and spatial bias.

Example of Image segmentation.

Transforming Satellite Imagery Classification with Deep Learning

Mark Altaweel

Deep learning has a potential to transform image classification and its use for the spatial sciences, including GIS.

Terrapattern: Search Engine for Satellite Imagery

Caitlin Dempsey

Terrapattern lets users perform "similar-image" searches in unlabeled satellite imagery using deep learning machine vision techniques.