FS-RSDD: Few-Shot Rail Surface Defect Detection with Prototype Learning
As an important component of the railway system, the surface damage that occurs on the rails due to daily operations can pose significant safety hazards.This paper proposes a simple yet effective rail surface defect detection model, FS-RSDD, for rail surface condition monitoring, which also aims to address the issue of insufficient defect samples f