Table 2.
Performance evaluation of models

Train_loss Train_accuracy Val_loss Val_accuracy Fit time
Xception 0.0023 0.9697 0.0039 0.9477 4h 40m (11epoch)
InceptionV3 0.0090 0.8625 0.0105 0.8420 10h (39epoch)
DenseNet201 0.0041 0.9340 0.0108 0.8528 3h(6epoch)
Custom CNN 0.0067 0.9701 0.0105 0.8481 5m (6epoch)