Automated Tree Crown Detection and Segmentation Using Detectron2: A Breakthrough in UAV Imagery Analysis

Advancements in technology have paved the way for innovative solutions in various fields, and the realm of agriculture is no exception. A recent study introduces a cutting-edge technique for automated tree crown detection and segmentation using digital images captured by unmanned aerial vehicles (UAVs). This groundbreaking approach employs the power of machine learning, specifically the Detectron2 algorithm developed in Python.

The paper has just been published and is available here:

Website: https://www.mdpi.com/2504-446X/8/2/43

PDF Version: https://www.mdpi.com/2504-446X/8/2/43/pdf

#uavs #machinelearning  #Detectron2 #treedetection #treeshealth