{"url":"/dataset/toulouse-vanishing-points-dataset","name":"Toulouse Vanishing Points Dataset","full_name":null,"description_markdown":"Toulouse Vanishing Points Dataset is a public photographs database of Manhattan scenes taken with an iPad Air 1. The purpose of this dataset is the evaluation of vanishing points estimation algorithms. Its originality is the addition of Inertial Measurement Unit (IMU) data synchronized with the camera under the form of rotation matrices. Moreover, contrary to existing works which provide vanishing points of reference in the form of single points, there are computed uncertainty regions.\r\n\r\nSource: [Toulouse Vanishing Points Dataset](http://ubee.enseeiht.fr/dokuwiki/doku.php?id=public:toulousevpdataset)","description_withheld":null,"homepage":"http://ubee.enseeiht.fr/dokuwiki/doku.php?id=public:toulousevpdataset","introduced_date":"2015-03-11","introduced_date_note":null,"introduced_by":{"paper":"/paper/the-toulouse-vanishing-points-dataset","title":"The toulouse vanishing points dataset","first_author":"Vincent Angladon","url":null},"license":{"name":"BY-NC-SA 4.0","url":"https://creativecommons.org/licenses/by-nc-sa/4.0/"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Toulouse Vanishing Points Dataset"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-25T09:33:49+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}