表 1. Comparison of detection result of different models.
不同模型检测精度的比较
方法 | 准确度 | 敏感性 | 特异性 |
Baseline | 95.06% | 73.91% | 97.56% |
VGG16 | 96.35% | 74.68% | 99.26% |
ResNet101 | 98.66% | 76.81% | 99.16% |
VGG16_OHEM | 96.56% | 79.42% | 99.07% |
ResNet101_OHEM | 99.49% | 83.12% | 99.40% |