# save the model and label binarizer to disk
print("[INFO] serializing network and label binarizer...")
model.save("simple_multiclass_classifcation_model.model")
f = open("simple_multiclass_classifcation_lb.pickle", "wb")
f.write(pickle.dumps(lb))
f.close()