Table 2 Object groups and their scaling and tiling parameters for input images used during data set creation.
From: Inspection of railway catenary systems using machine learning with domain knowledge integration
Group name | Classes | Tile size | Overlap | Scale |
|---|---|---|---|---|
Basic elements | All except insulator and electrical component | 1216 | 35% | 0.35 |
Small elements | Insulator, electrical component | 1216 | 25% | 1.0 |
All elements | All classes | 1216 | 35% | 0.35 |
