| CNN parameters | ResNet50 | AlexNet | Inceptionv3 | DenseNet201 |
| Convlayer name | conv1 | conv1 | conv2d_1 | conv1 | conv | No.of layers | 177 | 25 | 316 | 709 | Input image size | [224,224,3] | [227,227,3] | [299,299,3] | [224,224,3] | Filter size | 7 × 7 | 11 × 11 | 3 × 3 | 7 × 7 | No of filters | 64 | 96 | 32 | 64 | Stride | [2,2] | [4,4] | [2,2] | [2,2] | Dilation factor | [1,1] | [1,1] | [1,1] | [1,1] | Padding size | [3,3,3,3] | [0,0,0,0] | [0,0,0,0] | [3,3,3,3] | Weight initialization | Glorot | Glorot | Glorot | Glorot | Feature layer | fc1000 | fc8 | Predictions | fc1000 |
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