ISP-AD
The Industrial Screen Printing Anomaly Detection Dataset
ImagesCC BY-NC-SA 4.0Introduced 2025-03-06
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.