{"url":"/dataset/animeceleb","name":"AnimeCeleb","full_name":"AnimeCeleb","description_markdown":"We present a novel Animation CelebHeads dataset (AnimeCeleb) to address an animation head reenactment. Different from previous animation head datasets, we utilize 3D animation models as the controllable image samplers, which can provide a large amount of head images with their corresponding detailed pose annotations. To facilitate a data creation process, we build a semi-automatic pipeline leveraging an open 3D computer graphics software with a developed annotation system. After training with the AnimeCeleb, recent head reenactment models produce high-quality animation head reenactment results, which are not achievable with existing datasets. Furthermore, motivated by metaverse application, we propose a novel pose mapping method and architecture to tackle a cross-domain head reenactment task. During inference, a user can easily transfer one's motion to an arbitrary animation head. Experiments demonstrate the usefulness of the AnimeCeleb to train animation head reenactment models, and the superiority of our cross-domain head reenactment model compared to state-of-the-art methods. Our dataset and code are available at https://github.com/kangyeolk/AnimeCeleb.","description_withheld":null,"homepage":"https://github.com/kangyeolk/AnimeCeleb","introduced_date":"2021-11-15","introduced_date_note":null,"introduced_by":{"paper":"/paper/animeceleb-large-scale-animation-celebfaces","title":"AnimeCeleb: Large-Scale Animation CelebHeads Dataset for Head Reenactment","first_author":"Kangyeol Kim","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Talking Head Generation","url":"/task/talking-head-generation","datasets_with_task":"/datasets/task/talking-head-generation"},{"name":"Colorization","url":"/task/colorization","datasets_with_task":"/datasets/task/colorization"},{"name":"Talking Face Generation","url":"/task/talking-face-generation","datasets_with_task":"/datasets/task/talking-face-generation"},{"name":"Face Reenactment","url":"/task/face-reenactment","datasets_with_task":"/datasets/task/face-reenactment"}],"languages":[],"variants":["AnimeCeleb"],"data_loaders":[],"num_papers_in_archive":2,"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."}