{"url":"/dataset/tum-kitchen","name":"TUM Kitchen","full_name":"TUM Kitchen","description_markdown":"The **TUM Kitchen** dataset is an action recognition dataset that contains 20 video sequences captured by 4 cameras with overlapping views. The camera network captures the scene from four viewpoints with 25 fps, and every RGB frame is of the resolution 384×288 by pixels. The action labels are frame-wise, and provided for the left arm, the right arm and the torso separately.\n\nSource: [Temporal Human Action Segmentation via Dynamic Clustering](https://arxiv.org/abs/1803.05790)\nImage Source: [https://ias.in.tum.de/dokuwiki/software/kitchen-activity-data](https://ias.in.tum.de/dokuwiki/software/kitchen-activity-data)","description_withheld":null,"homepage":"https://ias.in.tum.de/dokuwiki/software/kitchen-activity-data","introduced_date":"2009-01-01","introduced_date_note":null,"introduced_by":{"paper":null,"title":"The TUM Kitchen Data Set of everyday manipulation activities for motion tracking and action recognition","first_author":null,"url":"https://doi.org/10.1109/ICCVW.2009.5457583"},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Action Recognition","url":"/task/action-recognition-in-videos","datasets_with_task":"/datasets/task/action-recognition-in-videos"},{"name":"Temporal Action Localization","url":"/task/action-recognition","datasets_with_task":"/datasets/task/action-recognition"},{"name":"Action Segmentation","url":"/task/action-segmentation","datasets_with_task":"/datasets/task/action-segmentation"}],"languages":[],"variants":["TUM Kitchen"],"data_loaders":[],"num_papers_in_archive":7,"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."}