Table 2 The definitions and statistics of the small, medium, and large objects as MS COCO [206]
From: A survey on generative adversarial networks for imbalance problems in computer vision tasks
Object category | Spatial dimension | Object count % | Total object area % | |
|---|---|---|---|---|
Minimum | Maximum | |||
Small | 0 × 0 | 32 × 32 | 41.43 | 1.23 |
Medium | 32 × 32 | 96 × 96 | 34.32 | 10.18 |
Large | 96 × 96 | ∞ × ∞ | 24.24 | 88.59 |