mlsanityData to 7 Oct 2026

Which Country Is This? Automatic Country Ranking of Street View Photos

arXiv 2406.07227 ↗First posted 11 Jun 2024cs.CV cs.IRcited by 0

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Abstract (arXiv)

In this demonstration, we present Country Guesser, a live system that guesses the country that a photo is taken in. In particular, given a Google Street View image, our federated ranking model uses a combination of computer vision, machine learning and text retrieval methods to compute a ranking of likely countries of the location shown in a given image from Street View. Interestingly, using text-based features to probe large pre-trained language models can assist to provide cross-modal supervision. We are not aware of previous country guessing systems informed by visual and textual features.

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 3 of its 13 references that are in the map. First posted on arXiv 11 Jun 2024.

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3 of 13 references.

References · 3

  1. 2021ClipCap: CLIP Prefix for Image Captioningcited by 557
  2. 2016PlaNet - Photo Geolocation with Convolutional Neural Networkscited by 114
  3. 2022Which country is this picture from? New data and methods for DNN-based country recognitioncited by 3

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