{"url":"/dataset/mju-waste","name":"MJU-Waste","full_name":null,"description_markdown":"**MJU-Waste** is an RGBD waste object segmentation dataset that is made public to facilitate future research in this area.\r\n\r\nSource: [https://github.com/realwecan/mju-waste](https://github.com/realwecan/mju-waste)\r\nImage Source: [Wang et al](https://arxiv.org/pdf/2007.04259v1.pdf)","description_withheld":null,"homepage":"https://github.com/realwecan/mju-waste","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/a-multi-level-approach-to-waste-object","title":"A Multi-Level Approach to Waste Object Segmentation","first_author":"Tao Wang","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"},{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"}],"languages":[],"variants":["MJU-Waste"],"data_loaders":[{"repo":"https://github.com/realwecan/mju-waste","url":"https://github.com/realwecan/mju-waste","frameworks":[]}],"num_papers_in_archive":4,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/object-detection-on-mju-waste","task":"Object Detection","dataset_variant":"MJU-Waste","rows":1,"metrics":["AP50"],"first_row_in_archive_order":{"model":"EfficientDet-D2","paper":"/paper/waste-detection-in-pomerania-non-profit","metrics":{"AP50":"97.9"},"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":"2026-09-25T09:33:49+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."}