Research Article
Improved CenterNet for Accurate and Fast Fitting Object Detection
Table 2
Precision comparison on TFITS.
| Category | CenterNet-HG | M-CenterNet | HRM-CenterNet |
| Grading ring | 88.3 | 86.3 | 89.3 | Shockproof hammer | 85.8 | 83.7 | 89.6 | Bag-type suspension clamp | 89.6 | 89.0 | 91.8 | Yoke plate | 70.8 | 68.4 | 73.9 | u-type hanging ring | 60.7 | 59.5 | 64.2 | Hanging board | 59.6 | 56.1 | 60.7 | Adjusting board | 78.3 | 76.2 | 80.4 | Weight | 92.0 | 88.6 | 92.2 | mAP | 78.1 | 75.9 | 80.3 |
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