新闻
ScratchSim: A Procedural Synthetic Data Pipeline for Surface Scratch Detection
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- ScratchSim is a procedural rendering pipeline that generates large-scale synthetic training data for surface scratch detection in industrial quality control.
- 为何重要
- Matters for engineers building defect detection systems where annotated real scratch data is scarce or expensive to collect at scale.
- 注意
- Approach tested only on glossy toy Ferrari; generalization to diverse materials, surface finishes, and real industrial environments remains unproven.
- fine-tun
- eval
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