{"url":"/dataset/cppe-5","name":"CPPE-5","full_name":"Medical Personal Protective Equipment Dataset","description_markdown":"CPPE - 5 (Medical Personal Protective Equipment) is a new challenging dataset with the goal to allow the study of subordinate categorization of medical personal protective equipments, which is not possible with other popular data sets that focus on broad level categories.\r\n\r\nSome features of this dataset are:\r\n\r\n* high quality images and annotations (~4.6 bounding boxes per image)\r\n* real-life images unlike any current such dataset\r\n* majority of non-iconic images (allowing easy deployment to real-world environments)","description_withheld":null,"homepage":"https://sites.google.com/view/cppe5","introduced_date":"2021-12-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/cppe-5-medical-personal-protective-equipment","title":"CPPE-5: Medical Personal Protective Equipment Dataset","first_author":"Rishit Dagli","url":null},"license":null,"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":["CPPE-5"],"data_loaders":[{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/cppe-5","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/yunusskeete/cppe5","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/Charles95/object-detection-examples","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/rishitdagli/cppe-5","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/huggingface/datasets","url":"https://huggingface.co/datasets/flipwooyoung/classlabeltest","frameworks":["tf","pytorch","jax"]},{"repo":"https://github.com/Rishit-dagli/CPPE-Dataset","url":"https://github.com/Rishit-dagli/CPPE-Dataset","frameworks":["tf","pytorch"]}],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/object-detection-on-cppe-5","task":"Object Detection","dataset_variant":"CPPE-5","rows":16,"metrics":["box AP","AP50","AP75","APS","APM","APL"],"first_row_in_archive_order":{"model":"TridentNet","paper":"/paper/cppe-5-medical-personal-protective-equipment","metrics":{"AP50":"85.1","AP75":"58.3","APL":"62.6","APM":"41.3","APS":"42.6","box AP":"52.9"},"code_links":[{"title":"huggingface/datasets","url":"https://github.com/huggingface/datasets/tree/master/datasets/cppe-5"},{"title":"Rishit-dagli/CPPE-Dataset","url":"https://github.com/Rishit-dagli/CPPE-Dataset"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/cppe-5-medical-personal-protective-equipment","title":"CPPE-5: Medical Personal Protective Equipment Dataset","date":"2021-12-15","rows_on_this_dataset":16,"code_links":2,"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."}