Deep learning has done exceedingly well in computer vision. This is particularly useful for GIS applications because satellite, aerial, and drone imagery is collected at a rate that makes it impossible to analyze using traditional methods. In this demo-rich session, learn about the extensive support for imagery and 3D data in the arcgis.learn module of ArcGIS API for Python. We will show how you can perform object classification & detection, pixel classification, edge detection, image translation, captioning, change detection, road extraction from imagery, and point cloud data.