Table 4.

Number of parameters in each model. Bold indicates the lightweight model whereas the heaviest model is underlined.

Model	Input Size	Number of Parameters
ResNet-10172	224 × 224 × 3	8.4 M
DenseNet-20145	224 × 224 × 3	7.9 M
EfficientNetB446	224 × 224 × 3	7.1 M
MobileNetv247	224 × 224 × 3	4.3 M
Proposed	224 × 224 × 3	5.2 M