Table 2 Ablation study of the proposed model
From: Automatic damage detection and localization of ancient city walls—a case study of the Great Wall
Model 1 | Model 2 | Improved-YOLOv5n | |
|---|---|---|---|
SEAttention | × | ✓ | ✓ |
Distillation | ✓ | × | ✓ |
mAP@0.5 (%) | 74.2 | 73.8 | 74.5 |
From: Automatic damage detection and localization of ancient city walls—a case study of the Great Wall
Model 1 | Model 2 | Improved-YOLOv5n | |
|---|---|---|---|
SEAttention | × | ✓ | ✓ |
Distillation | ✓ | × | ✓ |
mAP@0.5 (%) | 74.2 | 73.8 | 74.5 |