{"url":"/dataset/uavvaste","name":"UAVVaste","full_name":null,"description_markdown":"The UAVVaste dataset consists to date of 772 images and 3716 annotations. The main motivation for creation of the dataset was the lack of domain-specific data. The datasets that are widely used for object detection evaluation benchmarking. The dataset is made publicly available and is intended to be expanded.\r\n\r\n\r\n| **Date**       \t| **Images count** \t| **Annotations count** \t|\r\n|------------\t|:------------:\t|:-----------------:\t|\r\n| 14.11.2020 \t|      772     \t|        3716       \t|","description_withheld":null,"homepage":"https://github.com/UAVVaste/UAVVaste","introduced_date":"2020-11-03","introduced_date_note":null,"introduced_by":null,"license":{"name":"Apache License","url":"https://github.com/UAVVaste/UAVVaste/blob/main/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["UAVVaste"],"data_loaders":[{"repo":"https://github.com/UAVVaste/UAVVaste","url":"https://github.com/UAVVaste/UAVVaste","frameworks":[]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/object-detection-on-uavvaste","task":"Object Detection","dataset_variant":"UAVVaste","rows":1,"metrics":["AP50"],"first_row_in_archive_order":{"model":"EfficientDet-D2","paper":"/paper/waste-detection-in-pomerania-non-profit","metrics":{"AP50":"74.1"},"code_links":[{"title":"wimlds-trojmiasto/detect-waste","url":"https://github.com/wimlds-trojmiasto/detect-waste"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/waste-detection-in-pomerania-non-profit","title":"Waste detection in Pomerania: non-profit project for detecting waste in environment","date":"2021-05-12","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."}