{"url":"/dataset/humans-in-3d","name":"Humans in 3D","full_name":null,"description_markdown":"H3D (Humans in 3D) is a dataset of annotated people. The annotations include:\r\n\r\n* The joints and other keypoints (eyes, ears, nose, shoulders, elbows, wrists, hips, knees and ankles)\r\n* The 3D pose inferred from the keypoints.\r\n* Visibility boolean for each keypoint\r\n* Region annotations (upper clothes, lower clothes, dress, socks, shoes, hands, gloves, neck, face, hair, hat, sunglasses, bag, occluder)\r\n* Body type (male, female or child)\r\n\r\nPaper: [Poselets: Body part detectors trained using 3D human pose annotations](https://doi.org/10.1109/ICCV.2009.5459303)\r\n\r\nSource: [H3D](https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/shape/h3d/)\r\n\r\nImage Source: [H3D](https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/shape/h3d/)","description_withheld":null,"homepage":"https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/shape/h3d/","introduced_date":"2009-09-01","introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"3D","url":"/datasets/modality/3d"}],"tasks":[{"name":"Object Detection","url":"/task/object-detection","datasets_with_task":"/datasets/task/object-detection"},{"name":"3D Object Detection","url":"/task/3d-object-detection","datasets_with_task":"/datasets/task/3d-object-detection"},{"name":"Autonomous Driving","url":"/task/autonomous-driving","datasets_with_task":"/datasets/task/autonomous-driving"}],"languages":[],"variants":["H3D","Humans in 3D"],"data_loaders":[],"num_papers_in_archive":0,"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."}