{"url":"/dataset/uav-billboards","name":"UAVBillboards","full_name":"UAV Billboards","description_markdown":"Mapping urban large-area advertising structures using drone imagery and deep learning-based spatial data analysis.\r\n\r\nThe dataset contains 1361 images supplemented with additional spatial metadata, together with 5210 annotations in a COCO-like format.","description_withheld":null,"homepage":"https://putvision.github.io/UAVBillboards/","introduced_date":"2024-07-09","introduced_date_note":null,"introduced_by":null,"license":{"name":"Creative Commons Attribution Non-Commercial 4.0 International","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"Instance Segmentation","url":"/task/instance-segmentation","datasets_with_task":"/datasets/task/instance-segmentation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["UAVBillboards"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/instance-segmentation-on-uavbillboards","task":"Instance Segmentation","dataset_variant":"UAVBillboards","rows":1,"metrics":["mask AP"],"first_row_in_archive_order":{"model":"YOLOv8-X","paper":"/paper/mapping-urban-large-area-advertising","metrics":{"mask AP":"0.53933333333"},"code_links":[{"title":"PUTvision/UAVBillboards","url":"https://github.com/PUTvision/UAVBillboards"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/mapping-urban-large-area-advertising","title":"Mapping urban large-area advertising structures using drone imagery and deep learning-based spatial data analysis","date":"2024-07-09","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+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."}