Analyze imagery with deep learning tools and AI-driven workflows

Deep learning tools are transforming the speed at which we can derive meaningful insights and hidden patterns from large, complex datasets and imagery, even as they grow exponentially.  

Discover how to leverage pretrained deep learning models — and how to train your own models — to extract features from raw data and imagery, such as detecting trees, digitizing building footprints or generating land-cover maps.  

Follow a step-by-step demonstration of deep learning in action in ArcGIS Pro: from creating training data and preparing it for model training to the model training process itself and finally, using the model for inferencing.

This session will better equip you with the knowledge and tools needed to streamline your geospatial data processing and make the most of your imagery.    

Highlights

  • Discover data science and AI tools in ArcGIS
  • Understand how to prepare your development environment
  • Explore ready-to-use models
  • Learn about industry-specific solutions

Speaker

Amri Rasyidi DLO
Amri Rasyidi
Associate Data Scientist
Esri Indonesia, Jakarta
Aspired to be an expert in the emerging discipline of Geo AI, Amri likes to expand his boundary by exploring new frontiers in technology and research. Having a unique niche of geoscience background, hands-on experience in tech startup, and interest in academic advancement he leverages his expertise to answer business problems.

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