# save the model to disk
print("[INFO] serializing network...")
model.save(args["model"], save_format="h5")

# save the label binarizer to disk
print("[INFO] serializing label binarizer...")
f = open(args["labelbin"], "wb")
f.write(pickle.dumps(lb))
f.close()