Identify trees on a plantation and measure their health using imagery. A brief summary of the item is not available. Add a brief summary about the item.
Microsoft Word
by
Item created: Jan 3, 2025 Item updated: Jan 6, 2025 Number of downloads: 16
Description
In this tutorial, you'll use the deep learning tools in ArcGIS Pro to create training samples and run a deep learning model to identify the trees on the plantation. Then, you'll estimate tree health using a Visible Atmospherically Resistant Index (VARI) calculation to determine which trees may need inspection or maintenance.
The linked tutorial document will no longer be updated. The document reflects the final published version, last tested on April 28, 2023. You may be interested in the tutorials Detect objects with a deep learning pretrained model and Improve a deep learning model with transfer learning, which showcase more current approaches to GeoAI.
An in-depth description of the item is not available.
Layers
Tools
Tables
Basemap
Project Contents:
Solution Contents
Contents
Layers
Screenshots
Terms of Use
No special restrictions or limitations on using the item's content have been provided.
Details
Dashboard views: Desktop
Source:
Creating data in:
Published as:
Other Views:
Dependent items in the recycle bin
Applicable: 2d
Size: 2.262 MB
ID: 62e4a2dea2244416885745aae53f7933
Image Count: 0
Image Properties
Layer Drawing
Using tiles from a cache
Dynamically from data
Share
Owner
Folder
Categories
Use deep learning to assess palm tree health
Tags
This item has no tags.
Comments (0)