diff --git a/bob/pad/face/test/test.py b/bob/pad/face/test/test.py
index ac1078e42c5fb5509af2a2ea0d7a124bb6a3afeb..799d8efb2b6a0506776dfd07e4b10516b6fd8c83 100644
--- a/bob/pad/face/test/test.py
+++ b/bob/pad/face/test/test.py
@@ -35,8 +35,40 @@ from ..algorithm import VideoSvmPadAlgorithm
 
 from ..algorithm import VideoGmmPadAlgorithm
 
+from ..utils import face_detection_utils
+
 import random
 
+
+
+def test_detect_face_landmarks_in_image():
+
+	img = load(datafile('testimage.jpg', 'bob.bio.face.test'))
+	assert len(img) == 3
+	annotations = face_detection_utils.detect_face_landmarks_in_image(img)
+	assert len(annotations['landmarks']) == 68
+	assert len(annotations['left_eye']) == 2
+	assert len(annotations['right_eye']) == 2
+	assert len(annotations['topleft']) == 2
+	assert len(annotations['bottomright']) == 2
+
+	#assert len(annotations['left_eye']) == (176, 220)
+
+
+
+def test_detect_face_landmarks_in_video():
+
+	img = load(datafile('testimage.jpg', 'bob.bio.face.test'))
+	assert len(img) == 3
+	frame_container= bob.bio.video.FrameContainer()
+	frame_container.add(1,img)
+	frame_container.add(2,img)
+
+	annotations = face_detection_utils.detect_face_landmarks_in_video(frame_container)
+	assert len(annotations) == 2
+	assert len(annotations['1']['landmarks']) == 68
+	
+
 #==============================================================================
 def test_lbp_histogram():
     lbp = LBPHistogram()
diff --git a/bob/pad/face/utils/face_detection_utils.py b/bob/pad/face/utils/face_detection_utils.py
index aaa26da0a49e98143eb6dbda5693b80239c972da..0ba1f2308344618aaba65a889722d90acc2731ed 100644
--- a/bob/pad/face/utils/face_detection_utils.py
+++ b/bob/pad/face/utils/face_detection_utils.py
@@ -122,11 +122,11 @@ def getEyePos(lm):
 
     # Mean position of eye corners as eye centers , casted to int()
 
-    left_eye_t=(lm[36,:]+lm[39,:])/2.0
-    right_eye_t=(lm[42,:]+lm[45,:])/2.0
+    left_eye_t = (lm[36,:] + lm[39,:])/2.0
+    right_eye_t = (lm[42,:] + lm[45,:])/2.0
 
-    right_eye=(int(left_eye_t[1]),int(left_eye_t[0]))  
-    left_eye=(int(right_eye_t[1]),int(right_eye_t[0]))
+    right_eye = (int(left_eye_t[1]),int(left_eye_t[0]))  
+    left_eye = (int(right_eye_t[1]),int(right_eye_t[0]))
     
     return right_eye,left_eye
 
@@ -173,18 +173,18 @@ def detect_face_landmarks_in_image(image, method = "dlib"):
 
     if kp is not None:
 
-        lm=np.vstack((kp.landmarks[:,1],kp.landmarks[:,0])).T
+        lm = np.vstack((kp.landmarks[:,1],kp.landmarks[:,0])).T
 
-        right_eye,left_eye=getEyePos(lm)
+        right_eye,left_eye = getEyePos(lm)
 
-        points=[]
+        points = []
 
         for i in range(lm.shape[0]):
             points.append((int(lm[i,0]),int(lm[i,1])))
 
-        annotations['topleft']=kp.bounding_box.topleft
-        annotations['bottomright']=kp.bounding_box.bottomright
-        annotations['landmarks']=points # list of landmarks
+        annotations['topleft'] = kp.bounding_box.topleft
+        annotations['bottomright'] = kp.bounding_box.bottomright
+        annotations['landmarks'] = points # list of landmarks
         annotations['left_eye'] = left_eye
         annotations['right_eye'] = right_eye