Image-Based Arabic Sign Language Recognition System Using Transfer Deep Learning Models

Table 4

Performance of pretrained models after 10 epochs.

Model name	Test accuracy	Test loss	Optimizer	LR
VGG16	0.95	0.04	Adam	0.0001
InceptionV3	0.97	0.08	Adam	0.001
ResNet50V2	1	0.0	Adam	0.001
ResNet152	0.86	0.35	Adam	0.0001
Xception	0.93	0.12	Adam	0.001
MobileNetV2	0.96	0.11	Adam	0.001