{"url":"/dataset/nind","name":"NIND","full_name":"Natural Image Noise Dataset","description_markdown":"An open dataset of real photographs with real noise, from identical scenes captured with varying ISO values.\nMost images are taken with a Fujifilm X-T1 and XF18-55mm, other photographers are encouraged to contribute images for a more diverse crowdsourced effort.\n\nSource: [https://commons.wikimedia.org/wiki/Natural_Image_Noise_Dataset](https://commons.wikimedia.org/wiki/Natural_Image_Noise_Dataset)\nImage Source: [https://commons.wikimedia.org/wiki/Natural_Image_Noise_Dataset](https://commons.wikimedia.org/wiki/Natural_Image_Noise_Dataset)","description_withheld":null,"homepage":"https://commons.wikimedia.org/wiki/Natural_Image_Noise_Dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/190600270","title":"Natural Image Noise Dataset","first_author":"Benoit Brummer","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Denoising","url":"/task/denoising","datasets_with_task":"/datasets/task/denoising"},{"name":"Image Denoising","url":"/task/image-denoising","datasets_with_task":"/datasets/task/image-denoising"}],"languages":[],"variants":["NIND"],"data_loaders":[],"num_papers_in_archive":8,"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."}