Ready-to-Use Geospatial Deep Learning Models

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3 weeks ago
CanserinaKurnia
Esri Contributor
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With the vast availability of imagery that is streaming down daily from a variety of sensors, the need for artificial intelligence (AI) to automate feature extraction is increasing.  Many use cases are now available, showing the benefit of using this cutting edge of technology.  

Universities have started incorporating deep learning/AI into their teaching and research. To support, Esri is providing ready-to-use geospatial AI models in the ArcGIS Living Atlas of the World.   There are currently 20 deep learning models have been made available.   The ability to train more than a dozen deep learning models on geospatial datasets and derive information products is available using the ArcGIS API for Python or ArcGIS Pro. Users can also scale up processing using ArcGIS Image Server.

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Following are a list of resources to get familiar with these ready-to-use deep learning models and how to get started. 

Ready-to-use Deep Learning Models

GeoAI

Community

 

Please feel free to contact me at ckurnia@esri.com if you are interested in adopting these deep learning model for your classroom, research, or have any additional questions.

About the Author
Canserina Kurnia is a GIS professional with over 18 years of experience. Currently holds the position of Solution Engineer with Esri Education team. Prior to that was a Solution Engineer and Technical Manager for Esri Global Asia Pacific, and Instructor/Team Lead with Esri Training Services