Automatically Identify Trees in Images Using Deep Learning in ArcGIS Pro

This step-by-step tutorial shows you how to automatically identify trees in images using deep learning tools in ArcGIS Pro. We will use a pre-trained DeepForest model from the ArcGIS pretrained models website and the Detect Objects Using Deep Learning tool in ArcGIS Pro's Image Analyst extension.
Specifically, we will cover:

- Downloading the DeepForest pre-trained model
- Adding image rasters to your ArcGIS Pro project
- Running the Detect Objects tool to identify trees
- Visualizing and analyzing the detection results

By following along, you'll learn how to harness the power of deep learning to enhance your geospatial analysis. Identifying trees and other objects in images can provide valuable insights for land use planning, natural resource management and more.