Abstract: High-quality and diverse datasets are crucial for supervised learning in industrial defect detection, yet collecting such data remains challenging. Synthetic data generation offers a ...

Distributed acoustic sensing (DAS) systems face critical challenges in data transmission, storage, and real-time processing due to the extremely high density of signal acquisition in large-scale ...