{"url":"/dataset/oxford-town-center","name":"Oxford Town Center","full_name":"Oxford Town Center","description_markdown":"The **Oxford Town Center** dataset is a 5-minute video with 7500 frames annotated, which is divided into 6500 for training and 1000 for testing data for pedestrian detection. The data was recorded from a CCTV camera in Oxford for research and development into activity and face recognition.\n\nSource: [LCrowdV: Generating Labeled Videos for Simulation-based Crowd Behavior Learning](https://arxiv.org/abs/1606.08998)\nImage Source: [https://megapixels.cc/oxford_town_centre/](https://megapixels.cc/oxford_town_centre/)","description_withheld":null,"homepage":"https://megapixels.cc/oxford_town_centre/","introduced_date":"2011-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"Stable multi-target tracking in real-time surveillance video","first_author":null,"url":"https://doi.org/10.1109/CVPR.2011.5995667"},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Online Multi-Object Tracking","url":"/task/online-multi-object-tracking","datasets_with_task":"/datasets/task/online-multi-object-tracking"}],"languages":[],"variants":["Oxford Town Center"],"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/online-multi-object-tracking-on-oxford-town","task":"Online Multi-Object Tracking","dataset_variant":"Oxford Town Center","rows":1,"metrics":["MOTA"],"first_row_in_archive_order":{"model":"RCMSS","paper":"/paper/online-multi-object-tracking-via-robust","metrics":{"MOTA":"70.16%"},"code_links":[{"title":"MNaiel/rcmss","url":"https://github.com/MNaiel/rcmss"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/online-multi-object-tracking-via-robust","title":"Online multi-object tracking via robust collaborative model and sample selection","date":"2017-01-01","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."}