{"url":"/dataset/fdmse-isl","name":"FDMSE-ISL","full_name":null,"description_markdown":"A large-scale isolated Indian sign language dataset. It contains 2002 common words, used in daily communications among Indian deaf community.  The dataset contains 40033  videos across  2002  words. The total duration of the dataset is around 36.2 hours with 7.8 Million frames.","description_withheld":null,"homepage":"https://cs.rkmvu.ac.in/~isl","introduced_date":"2024-07-19","introduced_date_note":null,"introduced_by":{"paper":"/paper/hierarchical-windowed-graph-attention-network","title":"Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition","first_author":"Suvajit Patra","url":null},"license":null,"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"RGB-D","url":"/datasets/modality/rgb-d"}],"tasks":[{"name":"Sign Language Recognition","url":"/task/sign-language-recognition","datasets_with_task":"/datasets/task/sign-language-recognition"},{"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":["FDMSE-ISL"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/sign-language-recognition-on-fdmse-isl","task":"Sign Language Recognition","dataset_variant":"FDMSE-ISL","rows":1,"metrics":["Top-1 Accuracy"],"first_row_in_archive_order":{"model":"HWGAT","paper":"/paper/hierarchical-windowed-graph-attention-network","metrics":{"Top-1 Accuracy":"93.86"},"code_links":[{"title":"suvajit-patra/sl-hwgat","url":"https://github.com/suvajit-patra/sl-hwgat"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/hierarchical-windowed-graph-attention-network","title":"Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition","date":"2024-07-19","rows_on_this_dataset":1,"code_links":1,"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."}