Content Discovery

CyberGISX content includes geospatial codes, workflows with comments, and visualizations providing a solid foundation for conducting computationally reproducible research and education.


2 Results convolutional-neural-network
Alaska IfSAR Dataset Processing for Streamline Delineation

Posted by Nattapon Jaroenchai on Tuesday November 5, 2024

Author(s): Nattapon Jaroenchai

This notebook provides a comprehensive guide to processing and utilizing the Alaska IfSAR dataset for streamline delineation tasks The Alaska IfSAR dataset, developed by the US Geological Survey ...

Convolutional Neural Networks (CNNs) with PyTorch

Posted by Alexander Michels on Wednesday November 8, 2023

Author(s): Jeffrey Huang and Alex Michels

In this notebook, we will use PyTorch CNNs to recognize text from images We use CNNs in this use case because the individual values of pixels don't tell us very much, but convolutions can help us ...