ISP-AD
The Industrial Screen Printing Anomaly Detection Dataset
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The ISP-AD Dataset is a large-scale anomaly detection dataset, representing a real-world industrial use case. It contains 312,674 fault-free and 246,375 defective samples, including 245,664 synthetic defects and 711 real defects collected on the factory floor. Designed to advance research in unsupervised, self-supervised, and supervised anomaly detection, ISP-AD serves as a benchmark for evaluating defect detection methods under realistic industrial conditions.
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