How to Use Deep Learning in ArcGIS Pro to Extract Trees | Tree Detection Tutorial

Learn how to extract trees from high-resolution imagery using deep learning in ArcGIS Pro! In this step-by-step tutorial, we’ll show you how to train a deep learning model, apply it using the Deep Learning Toolbox, and accurately detect trees in your area of interest. 🌳 Whether you're working in urban forestry, environmental monitoring, or land use planning, this ArcGIS Pro tree extraction tutorial will boost your GIS and remote sensing skills. 🔍 What You’ll Learn: How to prepare training data in ArcGIS Pro Using the Label Objects for Deep Learning tool Training a deep learning model for tree detection Running the "Detect Objects Using Deep Learning" tool Visualizing and validating your results 💡 Tools Used: ArcGIS Pro (with Image Analyst Extension) Deep Learning Toolbox High-resolution satellite or drone imagery 📂 Download Sample Data & Model (if applicable): [Add link here] 📌 Don't forget to like, comment, and subscribe for more GIS, remote sensing, and deep learning tutorials! #ArcGISPro #DeepLearning #TreeDetection #GIS #RemoteSensing #ESRI #MachineLearning #UrbanForestry #LandCoverMapping #ArcGISDeepLearning #TreeExtraction #DeepLearningArcGIS #ForestMapping #GeospatialAI