Esri releases End-to-End Deep Learning Workflow Web App

Esri has released a new web application for users that want to integrate deep learning into their imagery workflows. Deep Learning Studio, available with the release of ArcGIS Enterprise 11, offers a collaborative environment where multiple users can work together on a image-based project that includes deep learning. With the app, multiple users can work on a single project and perform deep learning tasks, such as collecting training samples, train deep learning models and run inferencing at scale. The app combines multiple things at once: a frontend experience to deep learning tasks that are part of backend raster analytics, a collaborative environment that divides otherwise tedious deep learning tasks over multiple users and a complete end-to-end deep learning workflow, that is offered through a user-friendly project wizard (figure 3). Although the app requires no local software installations, it requires both ArcGIS Enterprise and ArcGIS Image Server, as these provide the data and analytics tools that are accessed through the app.