| HANNDI | Handheld Automated Neural Network Detection Instrument |
| FOd | Foreign Object Debris |
| CNN | Convolutional Neural Network |
| YOLO | You Only Look Once |
| CAYG | Clean As You Go |
| FO | Foreign Object |
| WAND | Workforce Augmenting Inspection Device |
| ToF | Time of Flight |
| UAV | Unmanned Aerial Vehicle |
| RGB | Red, Green, Blue |
| R-CNN | Region-based Convolutional Neural Network |
| U-Net | U-shaped Neural Network |
| LinkNet | Lightweight Encoder–Decoder Architecture for Segmentation |
| LPO-YOLOv5s | Lightweight Pouring Object YOLO version 5 small |
| mAP@0.5 | Mean Average Precision at 0.5 Intersection over Union |
| IoU | Intersection over Union |
| ESOD | Enhanced Small Object Detection |
| YOLOF | YOLO with Feature Enhancement |
| LCD | Liquid Crystal Display |
| CAD | Computer-Aided Design |
| ELAN | Efficient Layer Aggregation Network |