The demo program presented in this article uses image data, but the autoencoder anomaly detection technique can work with any type of data. The demo begins by creating a Dataset object that stores the ...

Anomaly detection in images is rapidly emerging as a critical field in both industrial quality control and medical diagnostics. Leveraging deep learning techniques, researchers have developed ...

Deep industrial image anomaly detection: A survey. Beijing Zhongke Journal Publising Co. Ltd. Journal Machine Intelligence Research DOI 10.1007/s11633-023-1459-z ...

Image anomaly detection is a task that comes up in data analysis in many industries. Medical scans, however, pose a particular challenge. It is way easier for algorithms to find, ...

Seagate uses NVIDIA AI tools for anomaly detection in hard drive manufacturing.

The demo analyzes a dataset of 3,823 images of handwritten digits where each image is 8 by 8 pixels. The demo program presented in this article uses image data, but the autoencoder anomaly detection ...