Create README.md
Browse files# PP2-M — Place Pulse 2.0 Multimodal Dataset
## Dataset Summary
**PP2-M** (Place Pulse 2.0 Multimodal) is a curated, multi-source dataset designed for research on urban perception and multimodal geospatial learning.
It combines street-level human perception data with rich geographic and remote sensing sources.
Each record contains:
- **Geographical coordinates** (latitude, longitude) from the Place Pulse 2.0 dataset
- **Street-view images** from the Place Pulse 2.0 dataset
- **Satellite images** from ESA's Copernicus Sentinel-2 program
- **OpenStreetMap basemaps** at three zoom levels and patch sizes
- **OpenStreetMap Points of Interest (POIs)**
The dataset is organized into separate folders by source to preserve each component’s original license.
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## Dataset Structure
## Citation
If you use this dataset, please cite our paper:
```bibtex
@misc
{muehlematter2025urbanfusion,
title = {UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations},
author = {Mühlematter, Dominik J. and Wiedemann, Nina and Che, Lin and Hong, Ye and Raubal, Martin},
year = {2025},
note = {arXiv:xxxx.xxxxx}
}
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---
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license: other
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language:
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- en
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tags:
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- GeoFM
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- PlacePulse
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- SpatialRepresentationLearning
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- Mutlimodal
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- OpenStreetMap
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- StreetView
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pretty_name: Place Pulse 2.0 Multimodal
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size_categories:
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- 100K<n<1M
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---
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