Create shortcut path?


I am trying to create a model that is following the ResNet50, in that there is shortcut paths.

Using code and Keras, I can do the following

X = BatchNormalization(axis = 3,)(X)

##### SHORTCUT PATH ####
X_shortcut = Conv2D(F3, (1, 1), strides = (1,1),padding = 'valid', kernel_initializer = glorot_uniform(seed=0))(X_shortcut)
X_shortcut = BatchNormalization(axis = 3)(X_shortcut)

X = Add()([X, X_shortcut])
X = Activation('relu')(X)

However, I do not know or rather figure out how I do the same in the Model editor.

You should be able to create these layers in Model Editor. For adding two layers, you can use merge layer with sum function.

Other option is the to upload the keras code (compatible with keras 1.2.2) (from projects page) and it will import the model.