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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.

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Item created: Jan 3, 2025 Item updated: Jan 6, 2025 Number of downloads: 16

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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.

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Sharing and reusing Esri tutorials are encouraged. This tutorial is governed by a Creative Commons license (CC BY-SA-NC). See the Terms of Use page for details about adapting this tutorial for your use.

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          Use deep learning to assess palm tree health

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