Deep Learning is an AI technique that uses deep neural networks to solve complex problems. One area of AI where Deep Learning has done exceedingly well is computer vision, or the ability for computers to see. This makes it especially suitable for imagery tasks such as pixel classification, object detection, and categorizing features. ArcGIS provides a rich suite of tools and APIs to perform end-to-end deep learning workflows with a variety of data types. In this session users will learn how deep learning can be applied to perform feature extraction and classification in the ArcGIS Platform. You will see how Deep Learning tools, Pre-trained deep learning models and AI-infused apps make deep learning easier to use – within ArcGIS Pro, the online Map Viewer and ArcGIS Notebooks designed for the data scientists and developers.
