{"url":"/dataset/bgvp","name":"BGVP","full_name":"BG Vulnerable Pedestrian","description_markdown":"BG Vulnerable Pedestrian (BGVP) is a dataset to help train well-rounded models and thus induce research to increase the efficacy of vulnerable pedestrian detection. The dataset contains 2,000 images with 5,932 bounding box instances from four categories, i.e., Children Without Disability, Elderly without Disability, With Disability, and Non-Vulnerable.\r\n\r\nSource: [Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian Dataset\r\n](https://arxiv.org/pdf/2212.06218v1.pdf)\r\n\r\nImage Source: [https://github.com/devvansh1997/bgvp](https://github.com/devvansh1997/bgvp)","description_withheld":null,"homepage":"https://github.com/devvansh1997/BGVP","introduced_date":"2022-12-12","introduced_date_note":null,"introduced_by":{"paper":"/paper/comparison-of-deep-object-detectors-on-a-new","title":"Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian Dataset","first_author":"Devansh Sharma","url":null},"license":{"name":"MIT License","url":"https://github.com/devvansh1997/BGVP/blob/main/LICENSE"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Pedestrian Detection","url":"/task/pedestrian-detection","datasets_with_task":"/datasets/task/pedestrian-detection"}],"languages":[],"variants":["BGVP"],"data_loaders":[],"num_papers_in_archive":2,"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":"2026-09-24T18:15:14+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."}