4 Si3N4 ceramic bearing inner ring surface defect identification and classification model
The experimental platform of Si3N4ceramic bearing inner ring surface defect image detection is built by ourselves, and the surface defect images are obtained and made into dataset. As shown in Figure 4, the completion of surface defect recognition and classification is divided into four processes, which are preprocessing and Labelling, data augmentation, feature extraction and defects classification recognition.