Skip to main content
. 2023 May 11;23(10):4681. doi: 10.3390/s23104681
AI Artificial Intelligence
AP Average Precision
CA Coordinate-Attention
CAM Channel Attention Mechanism
CBAM Convolutional Block Attention Module
CCA Coordinate-Channel Attention
CE Cross-Entropy
CIoU Complete Intersection-over-Union
CNN Convolutional Neural Network
COCO Common Objects in Context
CPU Central Process Unit
CSA Coordinate-Spatial Attention
CSP Cross Stage Partial
CV Computer Vision
DIoU Distance Intersection-over-Union
DL Deep Learning
DNN Deep Neural Network
DOTA Dataset for Object Detection in Aerial images
FPN Feature Pyramid Network
FPS Frames Per Second
GIoU Generalized Intersection-over-Union
GPU Graphics Processing Unit
GT Ground-Truth
HSV Hue, Saturation and Value
IoU Intersection-over-Union
mAP Mean Average Precision
ML Machine Learning
OTA Optimal Transport Assignment
PAN Path Aggregation Network
RPN Region Proposal Network
SAM Spatial Attention Mechanism
SE Squeeze-and-Excitation
SENet Squeeze-and-Excitation Network
SimAM Simple Parameter-free Attention Module
SimOTA Simplified Optimal Transport Assignment
SoTA State-of-the-Art
VOC Visual Object Classes
YOLO You Only Look Once