{"url":"/dataset/adfi-dataset-anomaly-detection-dataset","name":"ADFI","full_name":"Anomaly Detection Datasets for Visual Inspection","description_markdown":"ADFI Dataset is an image dataset for anomaly detection methods with a focus on industrial inspection.\r\nEach category sub dataset comprises a training set of images and a test set of images with various kinds of defects as well as images without defects.\r\n\r\nSupplementary information: ADFI provides a cloud service that automatically creates machine learning models for anomaly detection.\r\nYou can create anomaly detection models with these datasets for free on the ADFI website.","description_withheld":null,"homepage":"https://adfi.jp/download/","introduced_date":"2022-02-22","introduced_date_note":null,"introduced_by":null,"license":{"name":"AI Robotics Ltd.","url":"https://adfi.jp"},"modalities":[{"name":"Images","url":"/datasets/modality/images"}],"tasks":[{"name":"Image Classification","url":"/task/image-classification","datasets_with_task":"/datasets/task/image-classification"},{"name":"Anomaly Detection","url":"/task/anomaly-detection","datasets_with_task":"/datasets/task/anomaly-detection"},{"name":"Outlier Detection","url":"/task/outlier-detection","datasets_with_task":"/datasets/task/outlier-detection"}],"languages":[{"name":"English","url":"/datasets/language/english"},{"name":"Japanese","url":"/datasets/language/japanese"}],"variants":["ADFI"],"data_loaders":[],"num_papers_in_archive":0,"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."}