{"url":"/dataset/poser","name":"Poser","full_name":"Poser","description_markdown":"The **Poser** dataset is a dataset for pose estimation which consists of 1927 training and 418 test images. These images are synthetically generated and tuned to unimodal predictions. The images were generated using the Poser software package.\n\nSource: [Overlapping Cover Local Regression Machines](https://arxiv.org/abs/1701.01218)\nImage Source: [https://www.researchgate.net/figure/Test-data-used-in-the-user-study-Left-the-pose-pictures-shown-to-the-user-Middle-the_fig17_221847487](https://www.researchgate.net/figure/Test-data-used-in-the-user-study-Left-the-pose-pictures-shown-to-the-user-Middle-the_fig17_221847487)","description_withheld":null,"homepage":"http://groups.csail.mit.edu/vision/datasets/poser/","introduced_date":"2006-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"Recovering 3D Human Pose from Monocular Images","first_author":null,"url":"https://doi.org/10.1109/TPAMI.2006.21"},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Pose Estimation","url":"/task/pose-estimation","datasets_with_task":"/datasets/task/pose-estimation"},{"name":"Gaussian Processes","url":"/task/gaussian-processes","datasets_with_task":"/datasets/task/gaussian-processes"},{"name":"GPR","url":"/task/gpr","datasets_with_task":"/datasets/task/gpr"}],"languages":[],"variants":["Poser"],"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."}