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. 2024 Apr 9;24(8):2394. doi: 10.3390/s24082394
ITS Intelligent Traffic System
SSD Single-Shot MultiBox Detector
YOLO You Only Look Once
YOLOv7 You Only Look Once version 7
GSConv Generalized-Sparse Convolution
CA Coordinate Attention
MPDIoU Minimum Point Distance Intersection over Union
CIoU Complete Intersection over Union
SPP Spatial Pyramid Pooling
REPcon Reparameterized convolution
SPPF Spatial Pyramid Pooling-Fast
SPPFCSPC Spatial Pyramid Pooling Fast Cross-Stage Partial Channel
SPPFCSPC-GS Spatial Pyramid Pooling Fast Cross-Stage Partial Channel-Generalized Sparse Convolution
CNN Convolutional Neural Network
SE Squeeze and Excite
DW Depthwise
PW Pointwise
CBAM Convolutional Block Attention Module
DIoU Distance Intersection over Union
P Precision
R Recall
mAP mean Average Precision
FPS Frames Per Second
SGD Stochastic Gradient Descent