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1. uav-lidar-forest-change-detection uav-lidar-forest-change-detection Public

   Change detection pipeline for multi-year UAV LiDAR forest point clouds, identifying tree growth, decline, and morphological changes across space and time.

   Jupyter Notebook 2

2. sentinel-wildfire-detection sentinel-wildfire-detection Public

   This repository uses a Swin Transformer with a Feature Pyramid Network (FPN) head adapted to handle Sentinel-2’s multispectral data for burned area detection.

   Jupyter Notebook 2

3. road-surface-benchmark road-surface-benchmark Public

   Benchmarking modern CNN architectures on the StreetSurfaceVis dataset for road surface classification. Includes preprocessing, training, evaluation, and visualization pipelines for reproducible exp…

   Python

4. road-network-centrality-toolkit road-network-centrality-toolkit Public

   A lightweight Python package for computing betweenness centrality in road networks, implemented with NetworkX and Geo-based approaches, along with a command-line interface, testing suite, and examp…

   Jupyter Notebook