AI-Powered Tree Species Classification: Advancements in YOLOv8 and Explainable AI for Point Cloud Analysis

This ArXiv article presents a valuable contribution to the field of forestry and remote sensing, demonstrating the application of cutting-edge AI techniques for automated tree species identification. The study's focus on explainable AI is particularly noteworthy, enhancing the interpretability and trustworthiness of the classification results.

• •Applies YOLOv8 object detection model for tree species classification.
• •Employs explainable AI methods to improve the understanding of model decisions.
• •Uses TLS point cloud projections for analysis.