Research Article
A New Multiface Target Detection Algorithm for Students in Class Based on Bayesian Optimized YOLOv3 Model
Table 7
Comparison of quantization for different networks.
| Dataset | Average quantized bit width weights | Network accuracy | Ours (%) | ReLeQ (%) | Auto RL (%) |
| VOC2012 | 4 | 94.3 | 92.9 | 94.2 | COCO | 3 | 92.2 | 90.5 | 92.0 | MINIST | 2.75 | 96.9 | 95.8 | 96.9 |
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