diff --git a/image_classifier/image_classifier.py b/image_classifier/image_classifier.py
index e1f30e3..c2276a0 100755
--- a/image_classifier/image_classifier.py
+++ b/image_classifier/image_classifier.py
@@ -53,12 +53,12 @@ class image_classifier:
         self.faces_directory = faces_directory
         self.directory = directory
         self.known_people = self.load_known_people()
-        
+
         if os.access(directory, os.R_OK):
             with os.scandir(directory) as directory_item:
                 for entry in directory_item:
                     if not entry.name.startswith('.') and entry.is_file():
-                        self.process_file(entry.name)
+                        self.process_file(directory + os.sep() + entry.name)
 
     def process_file(self, file):
         ''' Process a file, find faces, add EXIF information and