Fig 1.
Sample data from the dataset.
Fig 2.
Knowledge transfer from ImageNet to Figshare.
Fig 3.
DenseNet base model.
Fig 4.
DenseNet customized model.
Fig 5.
Performance curves of ResNet.
Table 1.
Classification report of ResNet.
Fig 6.
Performance curves of EfficientNet.
Table 2.
Classification report of EfficientNet.
Fig 7.
Performance curves of MobileNet.
Table 3.
Classification report of MobileNet.
Fig 8.
Performance curves of base DenseNet model.
Table 4.
Classification report of base DenseNet.
Fig 9.
Performance curves of Enhanced DenseNet model.
Table 5.
Classification report of Enhanced DenseNet.
Fig 10.
Performance comparison of employed pretrained models.
Fig 11.
Class-wise performance of base DenseNet and Enhanced DenseNet models.
Fig 12.
Performance curves of DenseNet model without fine-tuning from benchmark [7].
Fig 13.
Performance curves of DenseNet model with fine-tuning from benchmark [7].
Table 6.
Comparison with other similar studies.