Extracting Hiking Waypoints from OSM Map

Дата публикации: 19-06-2026 06:34:05

This is a very simple idea: given a set of GPX traces for a hike you are planning to take, generate a file containing all the waypoints of interest within the area covered by the GPX traces. I create a buffer around the GPX traces and extract the area from OSM. I define a set of tags of interest. I use Ollama with Mistral Nemo to make sure that POIs make sense to visit while walking on foot, as places are sometimes mislabeled in OSM. Before saving the waypoints to a GPX file, I use Ollama again to generate waypoint descriptions and set labels for each waypoint. Feel free to try it out! The code is on GitHub.

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