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Classification report of EfficientNetB5 for defect classification.
| EfficientNetB5 | ||||
|---|---|---|---|---|
| Precision | Recall | F1 Score | Sum of Images | |
| Missing or Damaged Exterior Paint and Primer | 1 | 1 | 1 | 3 |
| Dents | 1 | 0.83 | 0.90 | 6 |
| Reinforcing Patch Repairs | 0.16 | 0.25 | 0.2 | 4 |
| Nicks, Scratches and Gouges | 1 | 0.66 | 0.8 | 3 |
| Blend/Rework Repairs | 0 | 0 | 0 | 3 |
| Lighting Strike Damage | 1 | 1 | 1 | 1 |
| Lighting Strike Fast Repairs | 1 | 1 | 1 | 2 |
| Accuracy | 63.64% | |||
