When using an autoencoder, the predicted items are sometimes called the reconstructed items. [Click on image for larger view.] Figure 1: Anomaly Detection Using a LightGBM Autoencoder The demo program ...

In industries, the detection of anomalies such as scratches, dents, and discolorations is crucial to ensure product quality and safety. However, conventional methods rely on heavy computational ...

Researchers have designed a robust image-based anomaly detection (AD) framework with illumination enhancement and noise suppression features that can enhance the detection of subtle defects in low ...