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TreeEyed QGIS Plugin

TreeEyed is a QGIS plugin to leverage AI models for tree monitoring using remote sensing imagery.

Features

This plugin seeks to integrate existing and custom AI models for tree monitoring (semantic segmentation, instance segmentation, and object detection) in high resolution RGB imagery.

Apart from the model handling this plugin facilitates the integration with QGIS layers for image extraction and post-processing. Additional features for dataset creation and validation in COCO format are available.

Available models:

• HighResCanopyHeight

• Custom Mask-RCNN

• DeepForest

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Contents

• Home

Getting Started

• Installation
  • Requirements
  • Plugin installation
  • Required additional packages
  • Installation video
• Downloading models
  • Models
  • Download Models
  • Download Models Video
• Features
  • Inference
  • Post-process
  • Dataset
  • Validation

QuickStart

• Simple Inference
• Tips and Tricks
  • Considerations

Examples

• Inference using HighResCanopyHeight
  • Input
  • Configuration
  • Results
• Inference using Mask-RCNN custom model
  • Input
  • Configuration
  • Results
• Inference using DeepForest model
  • Input
  • Configuration
  • Results