There are the list of typical Image Classification CNNs.

Todos

• LeNet-5: [ , 1, 32, 32] - [6, 16, 120, 84, 10]
• AlexNet v1/v2: [ , 3, 224, 224] - [64, 192, 384, 256, 256, 4096, 4096, 1000]
• VGG 11/13/16/19: [, 3, 224, 224] - [64,64, 128,128, 256…, 512…, 512…, 4096, 4096, 1000]
• NIN: [MLP + AVG] instead of [CNNs + FC]
• ResNet 18/34/50/101/152: [ , 3, 224, 224] - [64, 643, 1284, 2566, 5123, 1000] – (1,3,1)
• GoogLeNet
• MobileNet
• DenseNet