Module for finding matching GPS points of two trajectories, using k-Mearest Neighbor algorithm.
(author: Milena Bajic)
Instructions:
- Install packages:
pandas, numpy, matplotlib
postgres and psycopg2 to connect to the database: pip install postgres, pip install psycopg2==2.7.7 (or conda if using conda)
mplleaflet to plot locations on OSM: pip install mplleaflet (or conda install -c conda-forge mplleaflet) - Run do_matching.py with chosen parameters
Example output of the matching result (matched GPS points of different trajectories are shown in red and blue):
