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Convolutional Neural Networks have driven … Convolutional Neural Networks have driven a revolution in computer vision and "AI" due to their ability to recognize complex spatial patterns. They are also finding more and more use in the geosciences. In this webinar we will go through what a CNN is, how to implement one using the PyTorch library, and some of the ways that we can interpret them to help our science.we can interpret them to help our science. +
jo.martin@colorado.edu +
CSDMS 2025 Webinars +
University of Colorado, Boulder +
Martin +
Webinar +
Colorado +
How to Use Convolutional Neural Networks (CNN) for Spatial Data +
10:00:00, 15 April 2025 +
https://cuboulder.zoom.us/meeting/register/s1CYGXgRSY-AjhAMKW2E4A +
-6tit8RhbYc +
United States +
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18:30:07, 10 January 2025 +
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22:33:57, 11 June 2025 +
Terrestrial Working Group +, Coastal Working Group +, Marine Working Group +, Education and Knowledge Transfer (EKT) Working Group +, Cyberinformatics and Numerics Working Group +, Hydrology Focus Research Group +, Chesapeake Focus Research Group +, Critical Zone Focus Research Group +, Human Dimensions Focus Research Group +, Geodynamics Focus Research Group +, Ecosystem Dynamics Focus Research Group +, Coastal Vulnerability Initiative +, Continental Margin Initiative +, Artificial Intelligence & Machine Learning Initiative +, Modeling Platform Interoperability Initiative + and River Network Modeling Initiative +
