Research Article
[Retracted] An Improved COVID-19 Detection using GAN-Based Data Augmentation and Novel QuNet-Based Classification
Table 4
Results with GAN based augmented dataset.
| Model | No weight | ImageNet weight | Accuracy | Recall | Accuracy | Recall |
| DenseNet-121 | 0.8635 | 0.6667 | 0.8730 | 0.7333 | Inception V3 | 0.7556 | 0.8667 | 0.8508 | 0.8095 | Xception | 0.7683 | 0.6857 | 0.8571 | 0.6857 | ResNet101 | 0.6540 | 0.8571 | 0.3333 | 1.000 | QuNet | 0.9000 | 0.7714 | ————– | ———- |
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