{"url":"/dataset/vigset","name":"VigSet","full_name":null,"description_markdown":"A pioneering dataset for vignette removal. Vigset includes 983 pairs of both vignetting and vignetting-free high-resolution (5340×3697) real-world images under various conditions.","description_withheld":null,"homepage":"https://www.kaggle.com/datasets/xuhangc/vigset","introduced_date":"2023-08-26","introduced_date_note":null,"introduced_by":{"paper":"/paper/devignet-high-resolution-vignetting-removal","title":"Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer With Adaptive Channel Expansion","first_author":"Shenghong Luo","url":null},"license":{"name":"MIT","url":"https://github.com/CXH-Research/DeVigNet"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Vignetting Removal","url":"/task/vignetting-removal","datasets_with_task":"/datasets/task/vignetting-removal"}],"languages":[],"variants":["VigSet"],"data_loaders":[],"num_papers_in_archive":1,"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."}