Table 4. Model setup for all CNNs.

Name	Parameter
Input	Fundus Images From Both dataset
Image size	224 x 224 x 3
Batch Size	32
Activation Function	Relu, Softmax
No of epochs	20
Dropout	50%
Optimization Function	Adam Optimizer
Loss Function	Categorical Cross-entropy
L2 Regularization	0.01