{"url":"/dataset/deep-fashion3d","name":"Deep Fashion3D","full_name":null,"description_markdown":"A novel benchmark and dataset for the evaluation of image-based garment reconstruction systems. Deep Fashion3D contains 2078 models reconstructed from real garments, which covers 10 different categories and 563 garment instances. It provides rich annotations including 3D feature lines, 3D body pose and the corresponded multi-view real images. In addition, each garment is randomly posed to enhance the variety of real clothing deformations.\r\n\r\nSource: [Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images](/paper/deep-fashion3d-a-dataset-and-benchmark-for-3d)","description_withheld":null,"homepage":"https://kv2000.github.io/2020/03/25/deepFashion3DRevisited/","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/deep-fashion3d-a-dataset-and-benchmark-for-3d","title":"Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images","first_author":"Heming Zhu","url":null},"license":null,"modalities":[],"tasks":[{"name":"3D Human Pose Estimation","url":"/task/3d-human-pose-estimation","datasets_with_task":"/datasets/task/3d-human-pose-estimation"},{"name":"Virtual Try-on","url":"/task/virtual-try-on","datasets_with_task":"/datasets/task/virtual-try-on"}],"languages":[],"variants":["Deep Fashion3D"],"data_loaders":[],"num_papers_in_archive":31,"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."}