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Deep Learning in ArcGIS Pro August 2023

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Panda Consulting

In this workshop, we have Jason Cox, Application Systems Analyst II for TLCGIS, presenting and demonstrating how to use the Image Analyst extension and Deep Learning to extract and develop extensive data sets from imagery for generating service road/parking lane data, colorization of black and white photographs, extracting building footprints, and change detection between two sets of imagery. Click on the links below to review a specific topic.

00:00 Intro
01:00 Today's Topics
03:00 Background
06:30 Creating Service Roads using a Pixel Classification Model
26:45 Colorizing Black & White Aerials
30:00 Extracting Features from Imagery
32:45 Userful Links
34:00 Additional Resources
37:00 Demo Running the Building Extraction Models
45:00 Short Discussion on Using ChatGPT for Building Models / Code

posted by dizzyb8x