Feature Extraction from Imagery

Video created by rhukriede-esristaff Employee on Jun 2, 2020

    Machine learning technologies are augmenting or replacing traditional approaches to feature extraction. In this

    workshop, we'll first examine traditional machine learning techniques for feature extraction in ArcGIS such as

    support vector machine, random forest, and clustering. We'll then move on to leveraging cutting-edge deep

    learning frameworks for object detection and image classification in ArcGIS Pro. Finally, we'll move beyond the

    desktop approach to feature extraction and discuss how to publish deep learning models to ArcGIS Enterprise

    and scale feature extraction workflows in the cloud with raster analytics on ArcGIS Image Server.

     

    See more Technical Workshops for National Government