Abbreviation	Full English Name
AI	Artificial Intelligence
ANN	Artificial Neural Network
Adam	Adaptive Moment Estimation
AP	Average Precision
CAM	Class Activation Map
CAD	Computer-Aided Design
CE	Cross-Entropy (Loss)
CNN	Convolutional Neural Network
CPU	Central Processing Unit
DNN	Deep Neural Network
FGSM	Fast Gradient Sign Method
FLOPs	Floating Point Operations per Second
FPS	Frames Per Second
GAN	Generative Adversarial Network
GPU	Graphics Processing Unit
IoT	Internet of Things
IoU	Intersection over Union
MAE	Mean Absolute Error
MSE	Mean Squared Error
mAP	Mean Average Precision
mAP@0.5	Mean Average Precision at IoU Threshold 0.5
mAP@0.5:0.95	Mean Average Precision at IoU Threshold 0.5 to 0.95
NMS	Non-Maximum Suppression
PGD	Projected Gradient Descent
PSNR	Peak Signal-to-Noise Ratio
ReLU	Rectified Linear Unit
RDDM	Robust Diffusion Defect Modeling
SLF	Shuffle Lightweight Feature
SLF-YOLO	Shuffle Lightweight Feature-You Only Look Once
SGD	Stochastic Gradient Descent
SNR	Signal-to-Noise Ratio
SSIM	Structural Similarity Index
YOLO	You Only Look Once
YOLOv5	You Only Look Once Version 5
YOLOv8	You Only Look Once Version 8
YOLOv9s	You Only Look Once Version 9
YOLOv10s	You Only Look Once Version 10