Automatically Identify Trees in an Image in ArcGIS Pro with Deep Learning
Channel: Franz's blog
Date: 2023-04-26

http://acolita.com Dive into this step-by-step tutorial on how to automatically identify trees in an image using ArcGIS Pro and Deep Learning! In this video, we'll explore the power of Deep Learning by leveraging a pre-trained model from the ArcGIS pretrained models website, specifically based on the DeepForest framework.

Follow along as we demonstrate how to use the Detect Objects Using Deep Learning tool found in the Toolboxes (Image Analyst extension required) within ArcGIS Pro. Learn how to harness the capabilities of this cutting-edge technology to enhance your geospatial analysis projects and elevate your understanding of the natural world.

Download the model: https://doc.arcgis.com/en/pretrained-models/latest/imagery/introduction-to-tree-detection.htm
Download Deep Learning Libraries Installers for ArcGIS: https://github.com/esri/deep-learning-frameworks