Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization

Shancong Mou, Raviteja Vemulapalli, Shiyu Li +8

Defect segmentation is crucial for quality control in advanced manufacturing, yet data scarcity poses challenges for state-of-the-art supervised deep learning. Synthetic defect dat…