Intendation error

src/LBP.py

@@ -9,15 +9,12 @@ class LBPImageEncoder:
 		self.radius = radius
         
 	def describe(self, image, eps=1e-7):
-		# compute the Local Binary Pattern representation
+    	# compute the Local Binary Pattern representation
 		# of the image, and then use the LBP representation
 		# to build the histogram of patterns
         gray_img = imgage.convert('L')
-		lbp = feature.local_binary_pattern(image, self.numPoints,
-			self.radius, method="uniform")
-		(hist, _) = np.histogram(lbp.ravel(),
-			bins=np.arange(0, self.numPoints + 3),
-			range=(0, self.numPoints + 2))
+        lbp = feature.local_binary_pattern(image, self.numPoints, self.radius, method="uniform")
+        (hist, _) = np.histogram(lbp.ravel(), bins=np.arange(0, self.numPoints + 3), range=(0, self.numPoints + 2))
 		# normalize the histogram
 		hist = hist.astype("float")
 		hist /= (hist.sum() + eps)