Deep learning for efficient object detection and pixel classification across massive areas

Explore how to apply the imagery deep learning capabilities of ArcGIS to automate map production, assess damaged structures post-calamity, count trees for agriculture census, monitor land cover-change, and count features from drone imagery and full motion video. 

Topics covered include the following: 

  • An introduction to artificial intelligence, machine learning, and deep learning
  • Overview and demo of deep learning in ArcGIS
  • Overview of ArcGIS Notebooks and the arcgis.learn module within ArcGIS API for Python
  • Overview and demos of deep learning models and their application to GIS
  • Integration with ArcGIS Full Motion Video
  • Overview of the ArcGIS Enterprise deep learning system architecture
  • Resources needed to get started and Q&A

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