How can I convert a trained Tensorflow model to Keras?

Question

I have a trained Tensorflow model and weights vector which have been exported to protobuf and weights files respectively.

How can I convert these to JSON or YAML and

Answer 1

Unsure if this is what you are looking for, but I happened to just do the same with the newly released keras support in TF 1.2. You can find more on the API here: https://www.tensorflow.org/api_docs/python/tf/contrib/keras

To save you a little time, I also found that I had to include keras modules as shown below with the additional python.keras appended to what is shown in the API docs.

from tensorflow.contrib.keras.python.keras.models import Sequential

Hope that helps get you where you want to go. Essentially once integrated in, you then just handle your model/weight export as usual.