save_load_keras_model.py

from keras.models import model_from_json

def save_keras_model(model,path):
  model_json = model.to_json()
  with open(path+"json", "w") as json_file:
    json_file.write(model_json)
  model.save_weights(path+'.hdf5')
  
  
def load_keras_model(path):
  json_file = open('model.json', 'r')
  loaded_model_json = json_file.read()
  json_file.close()
  loaded_model = model_from_json(loaded_model_json)
  loaded_model.load_weights(path+'hdf5')
  return loaded_model