Table 7.
Methods | Features | Model | Classes | Data Samples | Performance |
---|---|---|---|---|---|
Xu et al. [7] | Automated | ResNet | 2 | 618 | 86.7% |
Wang et al. [8] | Automated | Inception model | 2 | 453 | 89.5% |
Apostolopoulos et al. [41] | Automated | MobileNet | 3 | 1427 | 96.78 (train data accuracy) |
Ali Narin et al. [42] | Automated | ResNet-50 | 2 | 20 | 98% (test data- average accuracy) |
Proposed System | Automated | Se-ResNeXt-50 | 2,3,4 | 6674 | 98.36%, 96.99%, 96.40% (test data- average accuracy) |