Self-supervised assisted multi-task learning network for one-shot defect segmentation with fake defect generation

Ziqiang Hu, Hao Chu, Yunzhou Zhang, Dexing Shan, You Shen

Abstract: Highlights•multi-task learning for one-shot segmentation.•High-level attention for the defect details.•method solving domain gap.