Converting Theano-based Keras model definition to TensorFlow

Question

When converting Theano-based Keras model definition to TensorFlow, is it enough to change the order of input_shape on the input layer?

For example, the foll

Answer 1

Answer from Francois Chollet:

I think the question means "what input_shape should I pass to my first layer given that I'm using TensorFlow and that my default setting for dim_ordering is "tf"". The answer is yep, that's how you do it, (img_width, img_height, 3).

Important to note that if you want to load saved models that were trained with Theano with dim_ordering="th", into a model definition for TF with dim_ordering="tf", you will need to convert the convolution kernels. Keras has utils for that.