{"url":"/dataset/deepfashion2","name":"DeepFashion2","full_name":null,"description_markdown":"DeepFashion2 is a versatile benchmark of four tasks including clothes detection, pose estimation, segmentation, and retrieval. It has 801K clothing items where each item has rich annotations such as style, scale, viewpoint, occlusion, bounding box, dense landmarks and masks. There are also 873K Commercial-Consumer clothes pairs\r\n\r\nSource: [DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images](https://arxiv.org/pdf/1901.07973v1.pdf)\r\nImage Source: [https://github.com/switchablenorms/DeepFashion2](https://github.com/switchablenorms/DeepFashion2)","description_withheld":null,"homepage":"https://github.com/switchablenorms/DeepFashion2","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/deepfashion2-a-versatile-benchmark-for","title":"DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images","first_author":"Yuying Ge","url":null},"license":{"name":"Unknown","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Semantic Segmentation","url":"/task/semantic-segmentation","datasets_with_task":"/datasets/task/semantic-segmentation"},{"name":"Image Retrieval","url":"/task/image-retrieval","datasets_with_task":"/datasets/task/image-retrieval"},{"name":"Clothes Landmark Detection","url":"/task/clothes-landmark-detection","datasets_with_task":"/datasets/task/clothes-landmark-detection"}],"languages":[],"variants":["Deepfashion2 validation","Deepfashion2 test","DeepFashion2"],"data_loaders":[{"repo":"https://github.com/switchablenorms/DeepFashion2","url":"https://github.com/switchablenorms/DeepFashion2","frameworks":[]}],"num_papers_in_archive":30,"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."}