{"url":"/dataset/jhu-crowd","name":"JHU-CROWD","full_name":null,"description_markdown":"(JHU-CROWD) a crowd counting dataset that contains 4,250 images with 1.11 million annotations. This dataset is collected under a variety of diverse scenarios and environmental conditions. Specifically, the dataset includes several images with weather-based degradations and illumination variations in addition to many distractor images, making it a very challenging dataset. Additionally, the dataset consists of rich annotations at both image-level and head-level.","description_withheld":null,"homepage":"http://www.crowd-counting.com/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/pushing-the-frontiers-of-unconstrained-crowd-1","title":"Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method","first_author":"Vishwanath A. Sindagi","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Binarization","url":"/task/binarization","datasets_with_task":"/datasets/task/binarization"},{"name":"Density Estimation","url":"/task/density-estimation","datasets_with_task":"/datasets/task/density-estimation"},{"name":"Crowd Counting","url":"/task/crowd-counting","datasets_with_task":"/datasets/task/crowd-counting"}],"languages":[],"variants":["JHU-CROWD"],"data_loaders":[{"repo":"https://github.com/Graviti-AI/datasets","url":"https://gas.graviti.com/dataset/graviti/JHU_CROWD","frameworks":["tf","pytorch"]}],"num_papers_in_archive":22,"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":"2026-09-25T09:33:49+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."}