dump weights of cnn in json using keras

Question

I want to use the dumped weights and model architecture in other framework for testing.

I know that:

• model.get_config() can give the conf

Answer 1

Keras does not have any built-in way to export the weights to JSON.

Solution 1:

For now you can easily do it by iterating over the weights and saving it to the JSON file.

weights_list = model.get_weights()

will return a list of all weight tensors in the model, as Numpy arrays.

Then, all you have to do next is to iterate over this list and write to the file:

for i, weights in enumerate(weights_list):
    writeJSON(weights)

Solution 2:

import json
weights_list = model.get_weights()
print json.dumps(weights_list.tolist())