diff --git a/deepface/basemodels/ArcFace.py b/deepface/basemodels/ArcFace.py
index 0ec0834..6015b4b 100644
--- a/deepface/basemodels/ArcFace.py
+++ b/deepface/basemodels/ArcFace.py
@@ -1,7 +1,5 @@
-from typing import List
 import os
 import gdown
-import numpy as np
 from deepface.commons import package_utils, folder_utils
 from deepface.commons.logger import Logger
 from deepface.models.FacialRecognition import FacialRecognition
diff --git a/deepface/basemodels/DeepID.py b/deepface/basemodels/DeepID.py
index 65a797f..f2168ff 100644
--- a/deepface/basemodels/DeepID.py
+++ b/deepface/basemodels/DeepID.py
@@ -1,7 +1,5 @@
-from typing import List
 import os
 import gdown
-import numpy as np
 from deepface.commons import package_utils, folder_utils
 from deepface.commons.logger import Logger
 from deepface.models.FacialRecognition import FacialRecognition
diff --git a/deepface/basemodels/Dlib.py b/deepface/basemodels/Dlib.py
index 225aaf8..778b2e1 100644
--- a/deepface/basemodels/Dlib.py
+++ b/deepface/basemodels/Dlib.py
@@ -25,8 +25,9 @@ class DlibClient(FacialRecognition):
 
     def forward(self, img: np.ndarray) -> List[float]:
         """
-        Find embeddings with Dlib model
-            Overwritten because it is different than regular models
+        Find embeddings with Dlib model.
+            This model necessitates the override of the forward method
+            because it is not a keras model.
         Args:
             img (np.ndarray): pre-loaded image in BGR
         Returns
diff --git a/deepface/basemodels/Facenet.py b/deepface/basemodels/Facenet.py
index e3183d4..63852f5 100644
--- a/deepface/basemodels/Facenet.py
+++ b/deepface/basemodels/Facenet.py
@@ -1,7 +1,5 @@
-from typing import List
 import os
 import gdown
-import numpy as np
 from deepface.commons import package_utils, folder_utils
 from deepface.commons.logger import Logger
 from deepface.models.FacialRecognition import FacialRecognition
diff --git a/deepface/basemodels/FbDeepFace.py b/deepface/basemodels/FbDeepFace.py
index dc3faba..630ad6f 100644
--- a/deepface/basemodels/FbDeepFace.py
+++ b/deepface/basemodels/FbDeepFace.py
@@ -1,8 +1,6 @@
-from typing import List
 import os
 import zipfile
 import gdown
-import numpy as np
 from deepface.commons import package_utils, folder_utils
 from deepface.commons.logger import Logger
 from deepface.models.FacialRecognition import FacialRecognition
diff --git a/deepface/basemodels/GhostFaceNet.py b/deepface/basemodels/GhostFaceNet.py
index 5a65102..d6347c5 100644
--- a/deepface/basemodels/GhostFaceNet.py
+++ b/deepface/basemodels/GhostFaceNet.py
@@ -1,10 +1,8 @@
 # built-in dependencies
 import os
-from typing import List
 
 # 3rd party dependencies
 import gdown
-import numpy as np
 import tensorflow as tf
 
 # project dependencies
diff --git a/deepface/basemodels/OpenFace.py b/deepface/basemodels/OpenFace.py
index 4d410ab..a21dd08 100644
--- a/deepface/basemodels/OpenFace.py
+++ b/deepface/basemodels/OpenFace.py
@@ -1,8 +1,6 @@
-from typing import List
 import os
 import gdown
 import tensorflow as tf
-import numpy as np
 from deepface.commons import package_utils, folder_utils
 from deepface.commons.logger import Logger
 from deepface.models.FacialRecognition import FacialRecognition
diff --git a/deepface/basemodels/SFace.py b/deepface/basemodels/SFace.py
index 6fd7649..b5cf649 100644
--- a/deepface/basemodels/SFace.py
+++ b/deepface/basemodels/SFace.py
@@ -28,7 +28,8 @@ class SFaceClient(FacialRecognition):
     def forward(self, img: np.ndarray) -> List[float]:
         """
         Find embeddings with SFace model
-            Overwritten because it is different than regular models
+            This model necessitates the override of the forward method
+            because it is not a keras model.
         Args:
             img (np.ndarray): pre-loaded image in BGR
         Returns