README.md

---
license: cc-by-nc-4.0
tags: [geolocation, webdataset, streetview, vision]
size_categories: [10M<n<100M]
configs:
  - config_name: default
    data_files:
      - split: train
        path: "train/**/*.tar"
      - split: validation
        path: "val/**/*.tar"
---
# GeoMix: Multi-Source Geolocation Dataset
~45M geolocation images in WebDataset format.

| Source | Shards | Description |
|--------|--------|-------------|
| flickr | 624 | MP16 + DRESS Flickr |
| msls | 1,469 | Mapillary Street Level Sequences |
| osv5m | 4,895 | OpenStreetView 5M |
| cvcities | 231 | CV Cities |
| sv1 | 6,714 | StreetView by country (3-heading) |
| sv2 | 21046 | StreetView panos (3-heading, 180deg filtered) |

```python
import webdataset as wds
ds = wds.WebDataset("hf://datasets/sdan/geomix/train/**/*.tar").decode("pil")
```