{"url":"/dataset/animal-pose-dataset","name":"Animal-Pose Dataset","full_name":null,"description_markdown":"**Animal-Pose Dataset** is an animal pose dataset to facilitate training and evaluation. This dataset provides animal pose annotations on five categories are provided: dog, cat, cow, horse, sheep, with in total 6,000+ instances in 4,000+ images. Besides, the dataset also contains bounding box annotations for other 7 animal categories.\r\n\r\nSource: [Cross-Domain Adaptation for Animal Pose Estimation](/paper/cross-domain-adaptation-for-animal-pose)\r\nImage Source: [https://sites.google.com/view/animal-pose/](https://sites.google.com/view/animal-pose/)","description_withheld":null,"homepage":"https://sites.google.com/view/animal-pose/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/cross-domain-adaptation-for-animal-pose","title":"Cross-Domain Adaptation for Animal Pose Estimation","first_author":"Jinkun Cao","url":null},"license":null,"modalities":[],"tasks":[{"name":"Pose Estimation","url":"/task/pose-estimation","datasets_with_task":"/datasets/task/pose-estimation"},{"name":"Domain Adaptation","url":"/task/domain-adaptation","datasets_with_task":"/datasets/task/domain-adaptation"},{"name":"Animal Pose Estimation","url":"/task/animal-pose-estimation","datasets_with_task":"/datasets/task/animal-pose-estimation"}],"languages":[],"variants":["Animal-Pose Dataset"],"data_loaders":[{"repo":"https://github.com/activeloopai/deeplake","url":"https://datasets.activeloop.ai/docs/ml/datasets/animal-pose-dataset/","frameworks":["tf","pytorch"]},{"repo":"https://github.com/open-mmlab/mmpose","url":"https://github.com/open-mmlab/mmpose/blob/master/docs/tasks/2d_animal_keypoint.md#animal-pose","frameworks":["pytorch"]},{"repo":"https://github.com/DeepLabCut/DeepLabCut","url":"https://github.com/DeepLabCut/DeepLabCut","frameworks":["tf","pytorch"]},{"repo":"https://github.com/Graviti-AI/datasets","url":"https://gas.graviti.com/dataset/hellodataset/AnimalPose7","frameworks":["tf","pytorch"]}],"num_papers_in_archive":21,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/animal-pose-estimation-on-animal-pose-dataset","task":"Animal Pose Estimation","dataset_variant":"Animal-Pose Dataset","rows":1,"metrics":["AP"],"first_row_in_archive_order":{"model":"SuperAnimal-AnimalTokenPose","paper":"/paper/panoptic-animal-pose-estimators-are-zero-shot","metrics":{"AP":"86"},"code_links":[{"title":"AlexEMG/DeepLabCut","url":"https://github.com/AlexEMG/DeepLabCut"},{"title":"DeepLabCut/DeepLabCut","url":"https://github.com/DeepLabCut/DeepLabCut"},{"title":"adaptivemotorcontrollab/modelzoo-figures","url":"https://github.com/adaptivemotorcontrollab/modelzoo-figures"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/panoptic-animal-pose-estimators-are-zero-shot","title":"SuperAnimal pretrained pose estimation models for behavioral analysis","date":"2022-03-14","rows_on_this_dataset":1,"code_links":3,"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."}