| Term |
Explanation |
| GPU |
Graphical Processing Unit |
| CNN |
Convolutional Neural Network |
| DCNN |
Deep Convolutional Neural Network |
| MMS |
Mobile Mapping System |
| PMS |
Pavement Management System |
| ML |
Machine Learning |
| DL |
Deep Learning |
| VGG16 |
Visual Geometry Group 16 |
| YOLOV2 |
You Only Look Once |
| CAR |
Classification Accuracy Rate |
| F-RCNN |
Fast Region Convolution Neural Network |
| SVM |
Support Vector Model |
| SIFT |
Scale Invariant Feature Transform |
| SSD |
Single Shot Detector |
| GNSS |
Global Navigation Satellite System |
| GB |
Giga Byte |
| SEI |
Serial Encoder Interface |
| DNNP |
Deep Neural Network Processing |
| RAM |
Random Access Memory |
| ROS |
Robot Operating System |
| PWM |
Pulse Width Modulation |
| DL |
Deep Learning |
| ReLU |
Rectified Linear Unit |
| RoI |
Region of Interest |
| IOU |
Intersection Over Union |
| 4G |
Fourth Generation |
| tp |
true positives |
| fp |
false positives |
| tn |
true negatives |
| fn |
false negatives |
| Acc |
Accuracy |
| Prec |
Precision |
| Rec |
Recall |
| F1 |
F1measure |
| fps |
frames per second |
| MAP |
Mean Average Precision |
| FCN-8 |
Fully Convolutional Neural Network |
| SGD |
Stochastic Gradient Descent |
|
upper left X coordinate of the bounding box |
|
upper left X coordinate of the bounding box |
|
lower right X coordinate of the bounding box |
|
lower right X coordinate of the bounding box |