works on
defect detection 1domain randomization 1edge deployment 1industrial inspection 1surface scratch detection 1synthetic data generation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection

Paul Julius Kühn, Paul Julius Kühn, Saptarshi Neil Sinha +4

The paper introduces ScratchSim, a procedural rendering pipeline that creates large synthetic datasets for training surface scratch detectors, and shows that models fine‑tuned from…