{"url":"/dataset/aff-wild","name":"Aff-Wild","full_name":null,"description_markdown":"Aff-Wild is a large-scale in-the-wild dataset for valence-arousal estimation from videos with a variety of head poses, illumination conditions and occlusions.\r\n\r\nSource: [Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond](/paper/deep-affect-prediction-in-the-wild-aff-wild)","description_withheld":null,"homepage":"http://ibug.doc.ic.ac.uk/resources/first-affect-wild-challenge","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/deep-affect-prediction-in-the-wild-aff-wild","title":"Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond","first_author":"Dimitrios Kollias","url":null},"license":{"name":"Custom (non-commercial)","url":"https://ibug.doc.ic.ac.uk/resources/first-affect-wild-challenge/#:~:Training"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Emotion Recognition","url":"/task/emotion-recognition","datasets_with_task":"/datasets/task/emotion-recognition"},{"name":"Gesture Recognition","url":"/task/gesture-recognition","datasets_with_task":"/datasets/task/gesture-recognition"},{"name":"Action Unit Detection","url":"/task/action-unit-detection","datasets_with_task":"/datasets/task/action-unit-detection"}],"languages":[],"variants":["Aff-Wild"],"data_loaders":[],"num_papers_in_archive":125,"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."}