{"url":"/dataset/camgesdata","name":"CamGes","full_name":"Cambridge Hand Gesture Dataset","description_markdown":"The size of the data set is about 1GB.\r\nThe data set consists of 900 image sequences of 9 gesture classes, which are defined by 3 primitive hand shapes and 3 primitive motions. Therefore, the target task for this data set is to classify different shapes as well as different motions at a time.","description_withheld":null,"homepage":"https://labicvl.github.io/ges_db.htm","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Hand Gesture Recognition","url":"/task/hand-gesture-recognition","datasets_with_task":"/datasets/task/hand-gesture-recognition"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Cambridge","CamGes"],"data_loaders":[],"num_papers_in_archive":2,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/hand-gesture-recognition-on-cambridge","task":"Hand Gesture Recognition","dataset_variant":"Cambridge","rows":2,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"Key Frames + Feature Fusion","paper":"/paper/fast-and-robust-dynamic-hand-gesture","metrics":{"Accuracy":"98.23%"},"code_links":[{"title":"Ha0Tang/HandGestureRecognition","url":"https://github.com/Ha0Tang/HandGestureRecognition"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/fast-and-robust-dynamic-hand-gesture","title":"Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion","date":"2019-01-15","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/spatio-temporal-covariance-descriptors-for","title":"Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition","date":"2013-03-25","rows_on_this_dataset":1,"code_links":0,"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."}