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

Table 3

Performance of pretrained models after 6 epochs.

Model name	Test accuracy	Test loss	Optimizer	LR
VGG16	0.97	0.1	Adam	0.0001
InceptionV3	1	0.01	Adam	0.001
ResNet50V2	1	0.01	Adam	0.001
ResNet152	0.87	0.4	Adam	0.0001
Xception	0.97	0.13	Adam	0.001
MobileNetV2	0.98	0.01	Adam	0.001