diff --git a/image_classifier/image_classifier.py b/image_classifier/image_classifier.py
index 4763d66..412c6d0 100755
--- a/image_classifier/image_classifier.py
+++ b/image_classifier/image_classifier.py
@@ -98,7 +98,7 @@ class image_classifier:
                         self._log.debug(f"Detecting known person in file '{entry.name}'...")
                         person = dict()
                         person['filename'] = face_recognition.load_image_file(self.faces_directory + os.sep + entry.name)
-                        person['name'] = os.path.splitext(self.faces_directory + os.sep + entry.name)[0]
+                        person['name'] = os.path.basename(os.path.splitext(self.faces_directory + os.sep + entry.name)[0])
                         person['encoding'] = face_recognition.face_encodings(person['filename'])[0]
                         known_people.append(person)
         return known_people
@@ -113,7 +113,7 @@ class image_classifier:
             for known_person in self.known_people:
                 for encoding in encodings:
                     if face_recognition.compare_faces([known_person['encoding']], encoding)[0]:
-                        people.append(os.path.basename(known_person['name']))
+                        people.append(known_person['name'])
         except PIL.UnidentifiedImageError as error:
             self._log.debug(f"File '{file}' don't seem to be an image.")
             return False