EL	Electroluminescence
WASR	Wavelet-Aware Selective Reconstruction Network
WADE	Wavelet-Aware Downsampling Encoder
CCFM	Cross-Scale Context Fusion Module
SRD-Head	Selective Reconstruction Detection Head
mAP@0.5	Mean average precision at an IoU threshold of 0.5
FPS	Frames per second
PV	Photovoltaic
SVM	Support Vector Machine
R-CNN	Region-based Convolutional Neural Network
YOLO	You Only Look Once
SSD	Single Shot MultiBox Detector
CBAM	Convolutional Block Attention Module
GAM	Global Attention Mechanism
PVEL-AD	Photovoltaic Electroluminescence Vision Algorithm Defects
Params	Parameters
IoU	Intersection over union
SCDown	Spatial-Channel Downsampling
SHSA	Single-Head Self-Attention
DWT	Discrete Wavelet Transform
CNN	Convolutional Neural Network
SHViT	Single-Head Vision Transformer
Q	Query
K	Key
V	Value
H	Height
W	Width
C	Channel
PAN	Path Aggregation Network
ScConv	Spatial and Channel Reconstruction Convolution
SRU	Spatial Reconstruction Unit
CRU	Channel Reconstruction Unit
DWConv	Depthwise Convolution
CPU	Central Processing Unit
GPU	Graphics Processing Unit
VRAM	Video Random Access Memory
IDE	Integrated Development Environment
SGD	Stochastic Gradient Descent
P	Precision
R	Recall
AP	Average Precision
P–R	Precision–recall
FLOPs	Floating Point Operations
TP	True Positive
FP	False Positive
FN	False Negative
CUDA	Compute Unified Device Architecture
RTX	Ray Tracing Texel eXtreme