CNN-Based Transfer Learning for 3D Knuckle Recognition

Table 1

Training time comparison of all models in the main dataset.

Pretrained model	Accuracy (%)	Training time (second/Epoch)
InceptionV3	99.07	60.4
Xception	97.35	123.8
NASNetMobile	92.92	39.9
DenseNet201	92.59	73.3
ResNet50	91.80	39.8
AlexNet	73.54	7.6
VGG16	7.34	110.3