Concept
Practical Scale-Ratio Combination Strategy for Anchor Boxes
When generating anchor boxes with scales and aspect ratios , using every possible combination at each pixel would produce total anchor boxes, which is computationally prohibitive. In practice, only those pairings that include either the first scale or the first aspect ratio are retained:
This yields distinct anchor boxes per pixel and anchor boxes for the entire image, dramatically reducing the computational burden while still providing sufficient shape diversity to cover most ground-truth objects.
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Updated 2026-05-20
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