Visual Inspection
R2026bApply deep learning to visual inspection applications by using Deep Learning Toolbox™ together with Visual Inspection Toolbox™.
Functions
Topics
- Get Started with Visual Inspection (Visual Inspection Toolbox)
Learn about Visual Inspection Toolbox capabilities for automated inspection, defect detection, metrology, and object counting in industrial applications.
- Get Started with Anomaly Detection Using Deep Learning (Visual Inspection Toolbox)
Learn about the basics of anomaly detection.
- Detect Objects Using YOLOX Deep Learning Network (Visual Inspection Toolbox)
Detect objects for visual inspection and computer vision tasks using YOLOX object detector.
Featured Examples
Localize Screen Manufacturing Defects Using Student-Teacher Anomaly Detector
Train a Student-Teacher anomaly detector on normal screen images, then localize manufacturing defects by comparing student and teacher feature outputs.
Detect Defects on Printed Circuit Boards Using YOLOX Network
Detect, localize, and classify defects in printed circuit boards (PCBs) using a you only look once version X (YOLOX) deep learning network.
Localize Industrial Defects Using PatchCore Anomaly Detector
Perform localization of anomalous defects in printed circuit boards (PCBs) using anomaly heat maps generated with the PatchCore anomaly detector.
Train YOLOX Object Detector Using Synthetic Data
Train YOLOX object detector using synthetic image data and fine-tune on real data.
Detect Industrial Defects Using Zero-Shot AnomalyCLIP
Detect and localize industrial production defects in pill images using an AnomalyCLIP anomaly detection network.
Detect Image Anomalies Using Explainable FCDD Network
Use an anomaly detector to distinguish between normal pills and pills with anomalous chips or contamination.
Detect Defects Using Tiled Training of Student-Teacher Anomaly Detector
Detect and localize industrial production defects on chewing gum images by training a Student-Teacher anomaly detection network on tiled images.
Detect Small Objects Using Tiled Training of YOLOX Network
Detect small objects in full-resolution images using tiled training of a you only look once version X (YOLOX) deep learning network.
Detect Image Anomalies Using PatchCore Anomaly Detector
Detect and localize crack anomalies in concrete images using a PatchCore anomaly detection network.
Identify Defects in Air Compressors Using Spectrogram Images
Detect and localize defects in acoustic recordings of air compressors using Mel spectrogram images and a Student-Teacher anomaly detector.
