diff --git a/deepface/commons/functions.py b/deepface/commons/functions.py
index 76ccdee..3f7b4d1 100644
--- a/deepface/commons/functions.py
+++ b/deepface/commons/functions.py
@@ -95,7 +95,7 @@ def load_image(img):
 
 def detect_face(img, detector_backend = 'opencv', grayscale = False, enforce_detection = True, align = True):
 
-	img_region = [0, 0, img.shape[0], img.shape[1]]
+	img_region = [0, 0, img.shape[1], img.shape[0]]
 
 	#----------------------------------------------
 	#people would like to skip detection and alignment if they already have pre-processed images
diff --git a/deepface/detectors/DlibWrapper.py b/deepface/detectors/DlibWrapper.py
index 2536892..9acc122 100644
--- a/deepface/detectors/DlibWrapper.py
+++ b/deepface/detectors/DlibWrapper.py
@@ -45,8 +45,8 @@ def detect_face(detector, img, align = True):
 	sp = detector["sp"]
 
 	detected_face = None
-	img_region = [0, 0, img.shape[0], img.shape[1]]
-	confidence = None
+
+	img_region = [0, 0, img.shape[1], img.shape[0]]
 
 	face_detector = detector["face_detector"]
 
diff --git a/deepface/detectors/FaceDetector.py b/deepface/detectors/FaceDetector.py
index 77d734a..6a33053 100644
--- a/deepface/detectors/FaceDetector.py
+++ b/deepface/detectors/FaceDetector.py
@@ -40,8 +40,7 @@ def detect_face(face_detector, detector_backend, img, align = True):
         face, region, confidence = obj[0] #discard multiple faces
     else: #len(obj) == 0
         face = None
-        region = [0, 0, img.shape[0], img.shape[1]]
-        confidence = None
+        region = [0, 0, img.shape[1], img.shape[0]]
 
     return face, region, confidence
 
diff --git a/deepface/detectors/MtcnnWrapper.py b/deepface/detectors/MtcnnWrapper.py
index 9e9607f..ed55315 100644
--- a/deepface/detectors/MtcnnWrapper.py
+++ b/deepface/detectors/MtcnnWrapper.py
@@ -11,8 +11,7 @@ def detect_face(face_detector, img, align = True):
 	resp = []
 
 	detected_face = None
-	img_region = [0, 0, img.shape[0], img.shape[1]]
-	confidence = None
+	img_region = [0, 0, img.shape[1], img.shape[0]]
 
 	img_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) #mtcnn expects RGB but OpenCV read BGR
 	detections = face_detector.detect_faces(img_rgb)
diff --git a/deepface/detectors/OpenCvWrapper.py b/deepface/detectors/OpenCvWrapper.py
index fd04e00..dbe8830 100644
--- a/deepface/detectors/OpenCvWrapper.py
+++ b/deepface/detectors/OpenCvWrapper.py
@@ -40,8 +40,7 @@ def detect_face(detector, img, align = True):
 	resp = []
 
 	detected_face = None
-	img_region = [0, 0, img.shape[0], img.shape[1]]
-	confidence = None
+	img_region = [0, 0, img.shape[1], img.shape[0]]
 
 	faces = []
 	try:
diff --git a/deepface/detectors/RetinaFaceWrapper.py b/deepface/detectors/RetinaFaceWrapper.py
index 6c1a469..55bea23 100644
--- a/deepface/detectors/RetinaFaceWrapper.py
+++ b/deepface/detectors/RetinaFaceWrapper.py
@@ -20,7 +20,7 @@ def detect_face(face_detector, img, align = True):
 
     """
     face = None
-    img_region = [0, 0, img.shape[0], img.shape[1]] #Really?
+    img_region = [0, 0, img.shape[1], img.shape[0]] #Really?
 
     faces = RetinaFace.extract_faces(img_rgb, model = face_detector, align = align)
 
diff --git a/deepface/detectors/SsdWrapper.py b/deepface/detectors/SsdWrapper.py
index 9c9846f..1ba2083 100644
--- a/deepface/detectors/SsdWrapper.py
+++ b/deepface/detectors/SsdWrapper.py
@@ -51,8 +51,7 @@ def detect_face(detector, img, align = True):
 	resp = []
 
 	detected_face = None
-	img_region = [0, 0, img.shape[0], img.shape[1]]
-	confidence = None
+	img_region = [0, 0, img.shape[1], img.shape[0]]
 
 	ssd_labels = ["img_id", "is_face", "confidence", "left", "top", "right", "bottom"]