Research Article
D2-CovidNet: A Deep Learning Model for COVID-19 Detection in Chest X-Ray Images
Table 2
Flops and parameters of other deep learning models and D2-CovidNet.
| Model | Flops (million) | Params (million) |
| VGG19 [17] | 18736.81 | 137.04 | GoogleNet [18] | 1434.21 | 5.32 | ResNet50 [19] | 3919.13 | 22.42 | DenseNet121 [20] | 2731.91 | 6.62 | SqueezeNet1.0 [21] | 702.71 | 0.73 | MobileNet [22] | 560.73 | 3.11 | ShuffleNet [23] | 142.02 | 0.91 | MobileNetV2 [24] | 311.13 | 2.13 | ShuffleNetV2 [25] | 144.72 | 1.22 | D2-CovidNet | 71.27 | 0.20 |
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