Abstract: The scarcity of defective samples in industrial inspection significantly limits the ability of deep learning models to generalize and perform robustly, especially in printed circuit board ...
Addressing Class Scarcity and Imbalance for Few-Shot Detection of Wind Turbine Blade Surface Defects
Abstract: Wind turbine blade (WTB) surface defect detection often suffers from severe class imbalance and limited annotated data, making conventional deep learning approaches impractical. Few-shot ...
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