59 datasets found

The MIMII dataset consists of recordings from four different machine types: fans, pumps, slide rails and valves under normal and abnormal operation.

Network traffic classification is the basis of many network security applications and has attracted enough attention in the field of cyberspace security.

The dataset used for medical image anomaly detection, focusing on few-shot learning and anomaly synthesis.

The LHC Olympics R&D dataset, consisting of 106 simulated QCD di-jet events and up to 105 Z (cid:48) q ¯q) events

A dataset for anomaly detection in wireless sensor networks, generated by injecting faults into normal data.

The dataset used in this paper is a collection of monitoring parameters for a nuclear reactor, including temperature, flow rate, pressure, and level of various components. The...

The Eyecandies dataset is a novel synthetic dataset comprising ten different categories of candies rendered in a controlled environment.

The Avenue data set consists of 16 training videos with a total 15328 frames and 21 test videos with a total of 15324.

The BUSI dataset is a collection of ultrasound images depicting normal, benign, and malignant breast cancer cases along with their corresponding segmentation maps.

Time series anomaly detection in finance and healthcare

Time series anomaly detection in finance and healthcare

Time series anomaly detection in finance and healthcare

Time series anomaly detection in finance and healthcare

The ODDS dataset is a collection of real-world datasets for anomaly detection, including Cardiotocography, Thyroid, and Musk.

A benchmark for anomaly detection in crowded scenes. It contains 19600 frames captured using two different cameras.

MIMIC-CXR is a comprehensive collection of de-identified Chest X-ray (CXR) data acquired from Beth Israel Deaconess Medical Center in Boston, United States. MIMIC-CXR includes...

The MVTec Anomaly Detection (AD) dataset is a comprehensive real-world dataset for unsupervised anomaly detection.

The Visual Anomaly (VisA) dataset is a large-scale industrial anomaly detection dataset containing 10,821 high-resolution color images with 9,621 normal and 1,200 anomalous...

The MNIST dataset (Lecun et al., 1998), which consists of 60,000 gray-scale images of handwritten digits. Each image has an accompanying label in {0, 1,..., 9}, and is stored as...