{"url":"/dataset/oreba","name":"OREBA","full_name":"Objectively Recognizing Eating Behavior and Associated Intake","description_markdown":"The OREBA dataset aims to provide a comprehensive multi-sensor recording of communal intake occasions for researchers interested in automatic detection of intake gestures. Two scenarios are included, with 100 participants for a discrete dish and 102 participants for a shared dish, totalling 9069 intake gestures. Available sensor data consists of synchronized frontal video and IMU with accelerometer and gyroscope for both hands.","description_withheld":null,"homepage":"http://www.newcastle.edu.au/oreba","introduced_date":"2020-07-31","introduced_date_note":null,"introduced_by":{"paper":"/paper/oreba-a-dataset-for-objectively-recognizing","title":"OREBA: A Dataset for Objectively Recognizing Eating Behaviour and Associated Intake","first_author":"Philipp V. Rouast","url":null},"license":{"name":"OREBA Data Transfer Agreement","url":"https://www.newcastle.edu.au/__data/assets/pdf_file/0010/631954/Data_Transfer_Agreement_OREBA1.pdf"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Actions","url":"/datasets/modality/actions"}],"tasks":[{"name":"Temporal Action Localization","url":"/task/action-recognition","datasets_with_task":"/datasets/task/action-recognition"},{"name":"Action Detection","url":"/task/action-detection","datasets_with_task":"/datasets/task/action-detection"},{"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":["OREBA"],"data_loaders":[],"num_papers_in_archive":3,"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":"2026-09-25T09:33:49+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."}