Table 3.
List of models implemented in the study
| Model | Inspired/Adapted | Model | Inspired/Adapted | Model | Inspired/Adapted |
|---|---|---|---|---|---|
| VGG-16 | [60] | VGG-19 | [23] | MobileNet | [47] |
| InceptionResNetV2 | [48] | InceptionV3 | [48] | ResNet-101 | [49] |
| ResNet50V2 | [50] | Xception | [51] | SqueezeNet | [52] |
| DarkNet-53 | [53] |
SqueezeNet + DarkNet-53 + MobileNetV2 + Xception + ShuffleNet |
[27](Adapted) | EfficentNetB7 | [54] |
| DCGAN | [55] | LSTMCNN | Our proposed | U-Net(Glaucoma) (Adapted) | [45] |
| Proposed Model | (Self-Made Model) | NASNetLarge | [38, 56] | ResNet-101V2 | [61] |
| COVID research paper | [2](Adapted) | DarkNet-53 + MobileNetV2 + ResNet-101 + NASNet Large + Xception + GoogLeNet | (Self-Made-ensemble deep transfer learning model) |