Table 2.

The total parameters of each model along with the trainable and non-trainable parameters after unfreezing some layers.

Parameters	ResNet50	ResNet101	DenseNet121	DenseNet169	InceptionV3
Total	23,564,800	42,632,707	7,040,579	12,647,875	22,023,971
Trainable	14,970,880	25,040,899	5,527,299	11,059,843	17,588,163
Non-Trainable	8,593,920	17,591,80	1,513,280	1,588,032	4,435,808