MVTec AD — A Comprehensive Real-World Dataset for Unsupervised Anomaly Detection Paul Bergmann Michael Fauser David Sattlegger Carsten Steger MVTec Software GmbH www.mvtec.com {paul.bergmann, fauser, sattleger, steger}@mvtec.com Abstract The detection of anomalous...
MVTec AD(Anomaly Detection)数据集是机器视觉领域中用于异常检测的标准数据集之一。如果您在学术论文或技术报告中引用了MVTec AD数据集,建议使用以下引用格式: Bergmann, P., Fauser, M., Sattlegger, D., & Steger, C. (2019). MVTec AD - A Comprehensive Real-World Dataset for Unsupervised Anomaly ...
发布机构:MCTec 简介:MVTec-AD 数据集是用于对异常检测方法进行基准测试的数据集,重点是工业检测。它包含超过 5,000 个高分辨率图像,分为 15 个不同的对象和纹理类别。每个类别包括一组无缺陷的训练图像和具有各种缺陷的图像的测试集以及没有缺陷的图像。
MVTec AD - A Comprehensive Real-World Dataset for Unsupervised Anomaly Detectiondoi:10.1109/CVPR.2019.00982Paul BergmannMichael FauserDavid SattleggerCarsten Steger
工业质检数据集 - 飞桨AI Studio
(MVTec AD) dataset containing 5354 high-resolution color images of different object and texture categories. It contains normal, i.e., defect-free, images intended for training and images with anomalies intended for testing. The anomalies manifest themselves in the form of over 70 different types...
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草莓 Paperwithcode上EfficientAD已经霸榜好久了,可以看到在LOCO AD和VisA上都是第一。 但这个框架,官方一直没有放出开源版本,只能看着眼馋。因此,我按文章附录的伪代码实现了一个… 阅读全文 深度学习视觉异常检测最近越做越迷茫,数据集是Mvtec,怎样摆脱迷茫?
MVTec-AD : Anomaly Detection with Anomalib LibraryPython · MVTec ADNotebookInputOutputLogsComments (8)Logsfile_downloadDownload Logs check_circle Successfully ran in 5.9s Accelerator None Environment Latest Container Image Output 0 B Time # Log Message 4.5s 1 /opt/conda/lib/python3.7/site-packa...