Datasets

The Road Monitor NES Dataset

This dataset provides geospatial data for analyzing the street network and covers north-east Switzerland (NES) for two timestamps, combining OpenStreetMap (OSM) and Swisstopo sources. It includes rasterized street masks, original street geometries, high-resolution orthophotos, and metadata to support tasks such as change detection, segmentation, data quality assessment, data fusion, map comparison, and diverse geospatial machine learning workflows.

Description - DOI: 10.14459/2026mp1856188

The Bavarian Building Dataset

The Bavarian Building Dataset (BBD) is an analysis-ready dataset for building instance segmentation based on 40cm orthofotos of Upper Bavaria combined with two different sets of labels: official building footprints and OpenStreetMap buildings.

Description - DOI: 10.14459/2023mp1709451

The San Francisco Shortest Path Dataset

The Shortest Path In San Francisco dataset is a synthetic dataset of shortest paths around San Francisco. These shortest paths have been calculated using random start and end points, weight maps derived from distance and from travel time, and random small polygonal obstructions which led individual paths avoid certain small regions. It contains 20,242 trajectories in total containing about 5 million points.

Description - DOI: https://doi.org/10.14459/2024MP1735016