Datasets:

sdan
/

geomix

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)

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