| CNN parameters | ResNet101 | MobileNet | VGG19 | InceptionResNetv2 |
| Convlayer name | conv1 | conv_1 | conv1_1 | conv2d_1 | No.of layers | 347 | 155 | 47 | 825 | Input image size | [224,224,3] | [224,224,3] | [224,224,3] | [299,299,3] | Filter size | 7 × 7 | 3 × 3 | 3 × 3 | 3 × 3 | No of filters | 64 | 32 | 64 | 32 | Stride | [2,2] | [2,2] | [1,1] | [2,2] | Dilation factor | [1,1] | [1,1] | [1,1] | [1,1] | Padding size | [3,3,3,3] | [0,1,0,1] | [1,1,1,1] | [0,0,0,0] | Weight initialization | Glorot | Glorot | Glorot | Glorot | Feature layer | fc1000 | Logits | fc8 | Predictions |
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