Table 6 Comparison of different object detection models result for vertebrae localization.
From: Transformer based spinal vertebrae localization and scoliosis curvature classification
# | Model | Spine Area | mAP @ 0.5 IOU |
|---|---|---|---|
1 | Transformers | Thoracic + Lumbar | 0.96 |
2 | YOLOv5 | Thoracic + Lumbar | 0.94 |
3 | YOLOv3 | Thoracic + Lumbar | 0.87 |
4 | Generalized Hough Transform | Thoracic + Lumbar | 0.73 |
