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About Use Deep Learning To Assess Palm Tree Health - Learn ArcGIS
This document provides instructions for using deep learning in ArcGIS Pro to assess the health of palm trees in a plantation in Kolovai, Tonga. Specifically, it describes how to: 1) Obtain high-resolution multispectral imagery of the plantation from OpenAerialMap. 2) Create an ArcGIS Pro project and add the imagery. 3) Digitize training samples of palm trees to train a deep learning model. 4) Use the trained model and geospatial tools to detect all palm trees in the imagery and estimate their health. This allows automated inventory and health assessment of thousands of trees.
Detailed Information
| Author: | ['Dirga Daniel'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 30 |
| Language: | English |
| Format: | |
| Price: | FREE |
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