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. 2021 Apr 7;21(8):2595. doi: 10.3390/s21082595
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
Xmin upper left X coordinate of the bounding box
Ymin upper left X coordinate of the bounding box
Xmax lower right X coordinate of the bounding box
Ymax lower right X coordinate of the bounding box