Recognition of Thyroid Ultrasound Standard Plane Images Based on Residual Network

Table 5

The computational cost of different CNN models.

CNN models	Trainable parameters	Nontrainable parameters	Total parameters
ResNet18	11,177,352	7,808	11,185,160
ResNet50	23,544,712	53,120	23,597,832
ResNet101	42,562,952	105,344	42,668,296
ResNet152	58,229,640	151,424	58,381,064
VGG16	134,292,168	0	134,292,168
InceptionV3	21,784,168	34,432	21,818,600
MobileNet	3,214,600	21,888	3,236,488
Xception	20,822,768	54,528	20,877,296