This community hub contains a collection of CyberGIS-Jupyter notebooks and blog posts dedicated to the intersection of geospatial science and Artificial Intelligence (AI), commonly known as GeoAI. Originating from the CyberGISX platform, these resources delve deep into cutting-edge advances and applications of GeoAI.
Posted by Alexander Michels on Wednesday November 8, 2023
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 ...
Posted by Alexander Michels on Wednesday November 8, 2023
In this notebook, we will use PyTorch for a simple linear regression ...
Posted by Wei Hu on Wednesday August 2, 2023
This notebook provides step-by-step instructions and practical examples to integrate the OpenAI API into JupyterLab using the Chapyter tool ...
Posted by Zhaonan Wang on Wednesday July 19, 2023
Today a tremendous amount of geospatial knowledge is hidden in massive volumes of text data To facilitate flexible and powerful geospatial analysis and applications, we introduce a new architecture: ...
Posted by Nattapon Jaroenchai on Tuesday May 16, 2023
This tutorial focused on transfer learning for image segmentation using the Segmentation Models Library We explored the benefits of transfer learning and introduced the Segmentation Models Library, ...