Table 5 Feature extractor with Imagenet weights used in this work.
Model | Input shape | Selected features size | Number of parameters | Memory (in bytes) | Feature layer |
|---|---|---|---|---|---|
DenseNet201 | (224, 224, 3) | 1920 | 18,321,984 | 327,486,960 | Global average pooling 2D |
InceptionResNetV2 | (229, 229, 3) | 1536 | 54,336,736 | 379,140,364 | Global average pooling 2D |
EfficientNet B3 | 300, 300, 3 | 1536 | 10,783,535 | 361,891,419 | Dropout |
