| AI | Artificial Intelligence |
| BCE | Binary Cross Entropy |
| BDDCE | Bottle Defect Dataset in Controlled Environment |
| BDDIE | Bottle Defect Dataset in Industrial Environment |
| BSDD | Blade Surface Defect Dataset |
| CE | Cross Entropy |
| CIoU | Complete Intersection over Union |
| CNN | Convolutional Neural Network |
| CV | Computer Vision |
| CVAT | Computer Vision Annotation Tool |
| DFL | Distributed Focal Loss |
| DL | Deep Learning |
| EWC | Elastic Weight Consolidation |
| IoU | Intersection of Union |
| KD | Knowledge Distillation |
| LwF | Learning without Forgetting |
| mAP | Mean Average Precision |
| ML | Machine Learning |
| MSDD | Metal Surface Defect Dataset |
| NN | Neural Network |
| RCNN | Region-based Convolutional Neural Network |
| RILOD | Real-Time Incremental Learning for Object Detection |
| ROI | Region of Interest |
| SOA | State-of-the-Art |
| YOLO | You Only Look Once |