Adaptive Feature and Loss Modulation for Symmetry-Breaking Small-Defect Detection in Automotive Glass
Detecting small, low-contrast defects on automotive glass is difficult because multiple factors act together: specular reflections, a wide range of defect scales, and repeated downsampling, which collectively obscure the very weak local deviations that distinguish a defect from an approximately regular background. This...