In this virtual workshop, you will fine-tune a pretrained model from the ArcGIS Living Atlas of the World collection and apply it to high-resolution imagery to efficiently detect and classify objects in ArcGIS Pro. Participants will gain hands-on experience in adjusting the deep learning model parameters to enhance its accuracy and performance for specific use cases. Additionally, you will learn advanced techniques for data preprocessing, prepare training samples, and model evaluation, ensuring a comprehensive understanding of the entire deep learning workflow. By the end of the session, you will be equipped with the skills needed to use GeoAI tools in your projects.

 

Laptops with ArcGIS Pro software.

If attendees are interested in following along during the workshop, they need a computer with ArcGIS Pro software and will need to install the deep learning libraries. Instructions to do so can be found in the following link:
https://learn.arcgis.com/en/projects/get-ready-for-deep-learning-in-arcgis-pro/