An overview of the Deep Learning toolset

These tools detect specific features in an image or classify pixels in a raster dataset.

Note:

The raster analysis portal tools are available when you are signed in to an ArcGIS Enterprise portal that has ArcGIS Image Server configured for Raster Analysis. When a tool is run, ArcGIS Pro serves as a client and the processing occurs in the servers federated with ArcGIS Enterprise. The portal tools accept layers from your portal as input and creates output in your portal.

The tools will not work if your active portal is ArcGIS Online.

These tools can be accessed from either the Analysis ribbon or the Geoprocessing pane's Portal tab.

Learn more about portal tools

Tools of the Deep Learning toolset

Tool	Description
Classify Objects Using Deep Learning	Runs a trained deep learning model on an input raster and an optional feature class to produce a feature class or table in which each input object or feature has an assigned class or category label.
Classify Pixels Using Deep Learning	Runs a trained deep learning model on an input image to produce a classified raster published as a hosted imagery layer in your portal.
Detect Objects Using Deep Learning	Runs a trained deep learning model on an input raster to produce a feature class containing the objects it identifies. The feature class can be shared as a hosted feature layer in your portal. The features can be bounding boxes or polygons around the objects found, or points at the centers of the objects.