Trajectory clustering

This repository addresses GPS trajectory clustering by downloading data from OpenStreetMap and comparing two methods: trajectory aggregation and DBSCAN.

Setup

This project has been developed and tested on Windows 10 with an AMD Ryzen 5 5500U 6-Cores CPU, using Python 3.11.
Initializing a virtual environment is recommended.
Install the required packages:

pip install cartopy geoviews holoviews hvplot movingpandas scikit-learn selenium

Run the project:

python main.py

You can test the code with different areas by modifying the bounding box coordinates in main.py.
Remember to adjust clustering parameters.