--- a
+++ b/add_metrics_to_model.py
@@ -0,0 +1,20 @@
+from keras import Model
+from fetal_net.training import load_old_model
+
+import argparse
+
+parser = argparse.ArgumentParser()
+parser.add_argument("--model_path", help="specifies model path",
+                    type=str, required=True)
+opts = parser.parse_args()
+
+from_metric = 'acc'
+to_metric = 'binary_accuracy'
+
+model: Model = load_old_model(opts.model_path)
+model.compile(optimizer=model.optimizer,
+              loss=model.loss,
+              metrics=[to_metric if _ == from_metric else _
+                       for _ in model.metrics])
+
+model.save(opts.model_path)