Which Country Is This? Automatic Country Ranking of Street View Photos
Fuente:
arXiv
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| Autores principales: | , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866917188057694208 |
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| author | Menzner, Tim Leidner, Jochen L. Mittag, Florian |
| author_facet | Menzner, Tim Leidner, Jochen L. Mittag, Florian |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_07227 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Which Country Is This? Automatic Country Ranking of Street View Photos Menzner, Tim Leidner, Jochen L. Mittag, Florian Computer Vision and Pattern Recognition Information Retrieval 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. |
| title | Which Country Is This? Automatic Country Ranking of Street View Photos |
| topic | Computer Vision and Pattern Recognition Information Retrieval |
| url | https://arxiv.org/abs/2406.07227 |