Feature Extraction from Imagery

RicklynHukriede — Tue, 02 Jun 2020 23:15:15 GMT

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.

topic Feature Extraction from Imagery in Defense and Intelligence Videos