From 3e34675aab33ed4878e9129a08625404266eaa61 Mon Sep 17 00:00:00 2001
From: galthran-wq <levmorozov900@gmail.com>
Date: Tue, 18 Feb 2025 10:31:48 +0000
Subject: [PATCH] lint

---
 deepface/models/face_detection/CenterFace.py | 11 ++++++++---
 deepface/models/face_detection/Dlib.py       | 11 ++++++++---
 deepface/models/face_detection/FastMtCnn.py  | 11 ++++++++---
 deepface/models/face_detection/MediaPipe.py  | 11 ++++++++---
 4 files changed, 32 insertions(+), 12 deletions(-)

diff --git a/deepface/models/face_detection/CenterFace.py b/deepface/models/face_detection/CenterFace.py
index 03faa97..66fc6cc 100644
--- a/deepface/models/face_detection/CenterFace.py
+++ b/deepface/models/face_detection/CenterFace.py
@@ -34,15 +34,20 @@ class CenterFaceClient(Detector):
 
         return CenterFace(weight_path=weights_path)
 
-    def detect_faces(self, img: Union[np.ndarray, List[np.ndarray]]) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
+    def detect_faces(
+        self, 
+        img: Union[np.ndarray, List[np.ndarray]],
+    ) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
         """
         Detect and align face with CenterFace
 
         Args:
-            img (Union[np.ndarray, List[np.ndarray]]): pre-loaded image as numpy array or a list of those
+            img (Union[np.ndarray, List[np.ndarray]]): 
+            pre-loaded image as numpy array or a list of those
 
         Returns:
-            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): A list or a list of lists of FacialAreaRegion objects
+            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): 
+            A list or a list of lists of FacialAreaRegion objects
         """
         if not isinstance(img, list):
             img = [img]
diff --git a/deepface/models/face_detection/Dlib.py b/deepface/models/face_detection/Dlib.py
index 7500fff..208b044 100644
--- a/deepface/models/face_detection/Dlib.py
+++ b/deepface/models/face_detection/Dlib.py
@@ -47,15 +47,20 @@ class DlibClient(Detector):
         detector["sp"] = sp
         return detector
 
-    def detect_faces(self, img: Union[np.ndarray, List[np.ndarray]]) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
+    def detect_faces(
+        self,
+        img: Union[np.ndarray, List[np.ndarray]],
+    ) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
         """
         Detect and align face with dlib
 
         Args:
-            img (Union[np.ndarray, List[np.ndarray]]): pre-loaded image as numpy array or a list of those
+            img (Union[np.ndarray, List[np.ndarray]]): 
+            pre-loaded image as numpy array or a list of those
 
         Returns:
-            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): A list or a list of lists of FacialAreaRegion objects
+            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): 
+            A list or a list of lists of FacialAreaRegion objects
         """
         if not isinstance(img, list):
             img = [img]
diff --git a/deepface/models/face_detection/FastMtCnn.py b/deepface/models/face_detection/FastMtCnn.py
index 2228220..ea2431e 100644
--- a/deepface/models/face_detection/FastMtCnn.py
+++ b/deepface/models/face_detection/FastMtCnn.py
@@ -17,15 +17,20 @@ class FastMtCnnClient(Detector):
     def __init__(self):
         self.model = self.build_model()
 
-    def detect_faces(self, img: Union[np.ndarray, List[np.ndarray]]) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
+    def detect_faces(
+        self,
+        img: Union[np.ndarray, List[np.ndarray]],
+    ) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
         """
         Detect and align face with mtcnn
 
         Args:
-            img (Union[np.ndarray, List[np.ndarray]]): pre-loaded image as numpy array or a list of those
+            img (Union[np.ndarray, List[np.ndarray]]): 
+            pre-loaded image as numpy array or a list of those
 
         Returns:
-            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): A list or a list of lists of FacialAreaRegion objects
+            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): 
+            A list or a list of lists of FacialAreaRegion objects
         """
         if not isinstance(img, list):
             img = [img]
diff --git a/deepface/models/face_detection/MediaPipe.py b/deepface/models/face_detection/MediaPipe.py
index 9e20c8d..4716e7c 100644
--- a/deepface/models/face_detection/MediaPipe.py
+++ b/deepface/models/face_detection/MediaPipe.py
@@ -43,15 +43,20 @@ class MediaPipeClient(Detector):
         )
         return face_detection
 
-    def detect_faces(self, img: Union[np.ndarray, List[np.ndarray]]) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
+    def detect_faces(
+        self,
+        img: Union[np.ndarray, List[np.ndarray]],
+    ) -> Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]:
         """
         Detect and align face with mediapipe
 
         Args:
-            img (Union[np.ndarray, List[np.ndarray]]): pre-loaded image as numpy array or a list of those
+            img (Union[np.ndarray, List[np.ndarray]]): 
+            pre-loaded image as numpy array or a list of those
 
         Returns:
-            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): A list or a list of lists of FacialAreaRegion objects
+            results (Union[List[FacialAreaRegion], List[List[FacialAreaRegion]]]): 
+            A list or a list of lists of FacialAreaRegion objects
         """
         if not isinstance(img, list):
             img = [img]