Research Article
Improved YOLOX Foreign Object Detection Algorithm for Transmission Lines
Table 2
Experiment results with different improvement methods.
| Model | ASPP | CBAM | GIoU | mAP | FPS |
| YOLOX | × | × | × | 82.33% | 31.43 | Improvement 1 | ✓ | × | × | 85.67% | 30.38 | Improvement 2 | ✓ | ✓ | × | 86.04% | 30.13 | Improvement 3 | ✓ | ✓ | ✓ | 86.57% | 30.08 |
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