Conrad Koziol3D in Geospatial: NeRFs, Gaussian Splatting, and Spatial ComputingNeural radiance fields and Gaussian splatting provide new ways to create 3D replicas. In this post I explore how they relate to traditional…May 24May 24
Conrad KoziolLarge Language Models and GeospatialLarge language models (LLMs) like ChatGPT are at the center of a lot of conversations currently. I’m particularly interested in how they…May 16, 20231May 16, 20231
Conrad KoziolCan Diffusion Models imagine Natural Disasters?Natural disasters impact the built environment. In this post I look at whether we can use the latest generative models to imagine the…Dec 22, 2022Dec 22, 2022
Conrad KoziolArtGIS: A satellite view of British ColumbiaSatellite imagery provides an unprecedented view of the Earth. And while there are extensive practical applications, it’s also neat to look…Sep 16, 2022Sep 16, 2022
Conrad KoziolinTowards Data ScienceData Science Shouldn’t WaitData science should not be delayed until after data governance and other supporting initiatives are implemented. While this will require…Jan 19, 2020Jan 19, 2020
Conrad KoziolinTowards Data ScienceAutomating Traffic Analysis with Machine LearningSummaryOct 28, 2019Oct 28, 2019
Conrad KoziolThe Future Hydrology of the Pacific NorthwestWater is a critical resource in the Pacific Northwest. The effects of climate change on hydrological resources will be felt by a wide…Oct 28, 2019Oct 28, 2019
Conrad KoziolinTowards Data ScienceUnderstanding Neural NetworksNeural networks generate a lot of interest. However, it’s not always clear to people outside of the machine learning community the…Oct 28, 2019Oct 28, 2019