Keras Implementation of all major CNN Architectures

Requirements

• NumPy >= 1.11.1
• Keras >= 2.0 (Using TensorFlow in backend)
• Python >= 3.4

Available Architectures

• VGG 16
• Inception V3
• ResNet 50
• DenseNet
• Inception V4
• InceptionResnet V2
• NASNet

Steps

• In the first line Import the name of the model by using the import command and specifying the model name:
  • for Resnet
• Specify the dir path of the training and validation dataset in the PATH and size of the image in sz and the batch size.