Research Article
Aeroengine Blade Surface Defect Detection System Based on Improved Faster RCNN
Table 3
Performance comparison of various models.
| | Model | AP for scratch | AP for bruise | AP for pockmark | mAP |
| | Faster RCNN | 62.9 | 68.0 | 56.5 | 62.5 | | Faster RCNN with RoI align | 67.0 | 71.9 | 71.9 | 69.0 | | Ours | 79.8 | 82.1 | 75.2 | 79.0 |
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