Load Keras model and weights from JSON

serialize_keras_model.py

import json

def load_keras_model(filename):
	with open(filename) as file:
		data = file.read()
	json_object = json.loads(data)
	model = model_from_json(data)
	layer_arrays = []
	for layer in json_object["weights"]:
		layer_arrays.append(np.array(layer))
	model.set_weights(layer_arrays)
	
	
def save_keras_model(filename, model, stats={'epochs':-1, 'loss':-1.0, 'accuracy':-1.0}):
	json_string = model.to_json()
	json_object = json.loads(json_string)
	json_object.update(stats)

	layers = model.get_weights()
	layer_list = []
	for layer in layers:
		layer_list.append(layer.tolist())
	json_object["weights"] = layer_list
	with open(filename, "w") as file:
		json.dump(json_object, file, sort_keys=True, indent=True)