135 datasets found

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  • UBnormal

    The UBnormal dataset is a recent and large dataset proposed for supervised anomaly detection. In contrast to other benchmarks, it is a synthetic dataset created with Cinema4D....

  • Avenue

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

  • Synthetic Dataset

    The dataset used in this work is a custom synthetic dataset generated using the liquid-dsp library, containing 600000 examples of each of 13.8 million examples, with SNRs...

  • BUSI

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

  • CMS Trigger Rate Monitoring Dataset

    The CMS trigger rate monitoring dataset is used for anomaly detection tasks.

  • Metro do Porto dataset for predictive maintenance

    Metro do Porto dataset for predictive maintenance, a real-world case study on anomaly detection and explanation for fault prediction.

  • ImageNet-LT

    The dataset is a benchmark for self-supervised learning on long-tailed data. It contains 115.8K images with 1000 categories, ranging from 1,280 to 5 in terms of class cardinality.

  • ODDS dataset

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

  • IBRL Sensor Network Dataset

    The dataset used in this paper is the WSN dataset of the Intel Berkeley Research Lab (IBRL).

  • ShanghaiTech

    The ShanghaiTech dataset includes 330 training and 107 test videos recorded at 13 different background locations.

  • CUHK Avenue

    The CUHK Avenue dataset comprises one scene captured by a camera looking at an avenue near a subway entrance from a nearly horizontal view angle.

  • UCSD Ped2

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

  • MVTec Anomaly Detection (AD) Dataset

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

  • Visual Anomaly (VisA) Dataset

    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...

  • MNIST Dataset

    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...