diff --git a/hsf/factory.py b/hsf/factory.py
index f906943..737436f 100644
--- a/hsf/factory.py
+++ b/hsf/factory.py
@@ -5,7 +5,6 @@
 import ants
 import hydra
 import torch
-# from hydra import compose, initialize
 from omegaconf import DictConfig
 from rich.logging import RichHandler
 from roiloc.locator import RoiLocator
@@ -28,8 +27,6 @@
 
 log = logging.getLogger(__name__)
 
-# initialize(config_path="hsf/conf")
-# cfg = compose(config_name="config")
 
 
 def get_lr_hippocampi(mri: PosixPath, cfg: DictConfig) -> tuple:
diff --git a/hsf/segment.py b/hsf/segment.py
index fab830c..ed0e200 100644
--- a/hsf/segment.py
+++ b/hsf/segment.py
@@ -27,7 +27,6 @@ def mri_to_subject(mri: PosixPath) -> tio.Subject:
     subject = tio.Subject(mri=tio.ScalarImage(mri))
 
     preprocessing_pipeline = tio.Compose([
-        # tio.ToCanonical(),
         tio.ZNormalization(),
         tio.EnsureShapeMultiple(8),
     ])