Published June 4, 2026 | Version v1

Selective Logging Detection with Deep Learning and Very-High Resolution Imagery

  • 1. Conservación Amazónica - ACCA

Description

This chapter applies deep learning semantic segmentation to detect selective logging events in tropical forests using very-high resolution satellite imagery. It covers data preparation, U-Net model training, and end-to-end inference workflows.

Part of the EarthRISE Applied Artificial Intelligence and Deep Learning Book, Chapter 3: Semantic Segmentation.

Files

Applied-Artificial-Intelligence-and-Deep-Learning-Book_Selective_Logging_Detection.pdf

Files (28.9 MB)

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