Tree detection from aerial imagery in Python
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Updated
Feb 26, 2026 - Python
Tree detection from aerial imagery in Python
This package implements a simple tree detector from point cloud data. It makes no assumptions about the ground plane and can handle arbitrary terrains.
A benchmark dataset for deep learning-based tree detection: VHRTrees
Code for "An end-to-end deep learning solution for automated LiDAR tree detection in the urban environment", Rice et al. 2025
Detection of trees from aerial image using detectron2
Implementation and explanation of a directed graph, graph traversals, and complementary algorithms. (README in progress)
Fine-tuning of the DeepForest model for tree detection in aerial imagery
This repository has codes and sample data to explore new methods and analysis to implement seedling mapping using various inputs based on UAS based imageries.
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