machine learning

Using U-Net to Detect Landslides
During my undergraduate degree, I worked with Dr. James Kirkpatrick and the California Geological survey to develop a custom machine learning model based on U-Net architecture to detect landslides in satellite imagery.
Slides
Building an Accessible Machine Learning Workflow for Geospatial Analysis
The uptake of machine learning (ML) has been slow in fields that use geospatially informed data, largely because mainstream ML …
Nathalie R. Redick
Cite Project