{"url":"/dataset/fitness-aqa","name":"Fitness-AQA","full_name":"Fitness Action Quality Assessment [ECCV 2022]","description_markdown":"Largest, first-of-its-kind, in-the-wild, fine-grained workout/exercise posture analysis dataset, covering three different exercises: BackSquat, Barbell Row, and Overhead Press. Seven different types of exercise errors are covered. Unlabeled data is also provided to facilitate self-supervised learning.","description_withheld":null,"homepage":"https://github.com/ParitoshParmar/Fitness-AQA","introduced_date":"2022-02-28","introduced_date_note":null,"introduced_by":{"paper":"/paper/domain-knowledge-informed-self-supervised","title":"Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment","first_author":"Paritosh Parmar","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Videos","url":"/datasets/modality/videos"}],"tasks":[{"name":"Pose Estimation","url":"/task/pose-estimation","datasets_with_task":"/datasets/task/pose-estimation"},{"name":"Action Recognition","url":"/task/action-recognition-in-videos","datasets_with_task":"/datasets/task/action-recognition-in-videos"},{"name":"3D Action Recognition","url":"/task/3d-human-action-recognition","datasets_with_task":"/datasets/task/3d-human-action-recognition"},{"name":"2D Human Pose Estimation","url":"/task/2d-human-pose-estimation","datasets_with_task":"/datasets/task/2d-human-pose-estimation"},{"name":"Video Understanding","url":"/task/video-understanding","datasets_with_task":"/datasets/task/video-understanding"},{"name":"Action Quality Assessment","url":"/task/action-quality-assessment","datasets_with_task":"/datasets/task/action-quality-assessment"},{"name":"3D Pose Estimation","url":"/task/3d-pose-estimation","datasets_with_task":"/datasets/task/3d-pose-estimation"},{"name":"Disentanglement","url":"/task/disentanglement","datasets_with_task":"/datasets/task/disentanglement"},{"name":"Action Understanding","url":"/task/action-understanding","datasets_with_task":"/datasets/task/action-understanding"},{"name":"Pose Contrastive Learning","url":"/task/pose-contrastive-learning","datasets_with_task":"/datasets/task/pose-contrastive-learning"},{"name":"Motion Disentanglement","url":"/task/motion-disentanglement","datasets_with_task":"/datasets/task/motion-disentanglement"}],"languages":[],"variants":["Fitness-AQA"],"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":"2026-09-24T18:15:14+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."}