| SEM | Scanning Electron Microscopy |
| R-CNN | Regional Convolutional Neural Network |
| ROI | Region of Interest |
| RPN | Regional Proposal Network |
| FPN | Feature Pyramid Network |
| TiO2 | Titanium Dioxide |
| TEM | Transmission Electron Microscope |
| STM | Scanning Tunneling Microscope |
| FCN | Fully Connected Network |
| ResNet | Residual Network |
| SGD | Stochastic Gradient Descent |