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

Table 2

Performance of pretrained models after 3 epochs.

Model name	Test accuracy	Test loss	Optimizer	LR
VGG16	0.96	0.11	Adam	0.0001
InceptionV3	0.89	0.3	Adam	0.001
ResNet50V2	0.98	0.01	Adam	0.001
ResNet152	0.46	0.3	Adam	0.0001
Xception	0.97	0.03	Adam	0.001
MobileNetV2	0.95	0.17	Adam	0.001