--- a
+++ b/code/5_grid_search.py
@@ -0,0 +1,13 @@
+import config
+from utils_evaluation import grid_search
+
+# Searching over thresholds for filtering noise.
+print("\n\n+++++ Running 5_grid_search.py +++++")
+print("\n----- Running grid search -----")
+grid_search(pred_folder=config.args.preds_val,
+            inference_folder=config.args.inference_val,
+            classes=config.classes,
+            image_ext=config.args.image_ext,
+            threshold_search=config.threshold_search)
+print("----- Finished running grid search -----\n")
+print("+++++ Finished running 5_grid_search.py +++++\n\n")