fcddAnomalyDetector
Detect anomalies using fully convolutional data description (FCDD) network for anomaly detection
Description
The fcddAnomalyDetector
object detects images of anomalies using
a fully convolutional data description (FCDD) network. To detect anomalous images, pass the
trained detector to the classify
function.
Note
This function requires the Computer Vision Toolbox™ Automated Visual Inspection Library. You can install the Computer Vision Toolbox Automated Visual Inspection Library from Add-On Explorer. For more information about installing add-ons, see Get and Manage Add-Ons. To run this function, you will require the Deep Learning Toolbox™.
Creation
Description
Input Arguments
Properties
Object Functions
predict | Predict unnormalized anomaly scores |
classify | Classify image as normal or anomalous |
anomalyMap | Predict per-pixel anomaly score map |
Examples
Version History
Introduced in R2022b