diff --git a/FaceParams.py b/FaceParams.py
index 5c42e65..83e5dda 100644
--- a/FaceParams.py
+++ b/FaceParams.py
@@ -10,13 +10,44 @@ class FaceParams(object):
     '''
     Simple class used to store parameters used for Face detection
     '''
-    def __init__(self, xml_folder, i_scale=2, h_scale=1.2, h_flags=0, mn=2):
+    def __init__(self, xml_folder, training_type, i_scale=2, h_scale=1.2, h_flags=0, mn=2):
         '''
         Constructor
         '''
+        # Creates dictionary for all types of training files
+        # some of them shall never be used. Perhaps would it be good to lower the dict size, or hide some of them
+        training_types = {#eyes
+                          'eyes':"haarcascade_eye", 
+                          'glasses':"haarcascade_eye_tree_eyeglasses",
+                          'left eye splits':"haarcascade_lefteye_2splits",
+                          'eye pair big':"haarcascade_mcs_eyepair_big",
+                          'eye pair small':"haarcascade_mcs_eyepair_small",
+                          'left eye':"haarcascade_mcs_lefteye",
+                          'right eye':"haarcascade_mcs_righteye",
+                          'right eye splits':"haarcascade_righteye_2splits",
+                          # frontal faces
+                          'frontal face alt':"haarcascade_frontalface_alt", 
+                          'frontal face alt2':"haarcascade_frontalface_alt2", 
+                          'frontal face':"haarcascade_frontalface_default", 
+                          #profile face
+                          'profile face':"haarcascade_profileface", 
+                          #body
+                          'full body':"haarcascade_fullbody", 
+                          'lower body':"haarcascade_lowerbody", 
+                          'upper body mcs':"haarcascade_mcs_upperbody", 
+                          'upper body':"haarcascade_upperbody", 
+                          #ear
+                          'left ear':"haarcascade_mcs_leftear", 
+                          'right ear':"haarcascade_mcs_rightear", 
+                          #mouth
+                          'mouth':"haarcascade_mcs_mouth",
+                          #nose
+                          'nose':"haarcascade_mcs_nose"
+                          }
+        # postpend .xml
+        cascade_name = training_types[training_type] + ".xml"
         # Setting up some default parameters for Face Detection
-        self.face_cascade = cv.Load(os.path.join(xml_folder, "haarcascade_frontalface_alt.xml"))
-        self.eye_cascade = cv.Load(os.path.join(xml_folder, "haarcascade_eye.xml"))
+        self.face_cascade = cv.Load(os.path.join(xml_folder, cascade_name))
 
         # To be defined more precisely
         self.min_size = (20,20)
diff --git a/facemovie.py b/facemovie.py
index 503457b..1f78143 100644
--- a/facemovie.py
+++ b/facemovie.py
@@ -25,7 +25,8 @@ class FaceMovie(object):
         self.guys = [] # List of pictures in source folder
         
         # Setting up some default parameters for Face Detection
-        self.face_params = FaceParams(self.params_source)        
+        training_type = "frontal face alt"
+        self.face_params = FaceParams(self.params_source, training_type)        
         
         # Position of the center in output images 
         self.x_center = 0
diff --git a/main_file.py b/main_file.py
index 1b24528..3923163 100644
--- a/main_file.py
+++ b/main_file.py
@@ -15,7 +15,7 @@ if __name__ == '__main__':
         in_fo = raw_input("indicate input folder:")
         out_fo = raw_input("indicate output folder:")
         par_fo = raw_input("indicate parameters folder:")
-    elif len(sys.argv) == 2:
+    elif len(sys.argv) == 4:
         print "I trust your inputs!"
         [in_fo, out_fo, par_fo] = sys.argv[1, :]
     else :
diff --git a/test_script.py b/test_script.py
index 30e57b8..ba1354c 100644
--- a/test_script.py
+++ b/test_script.py
@@ -3,29 +3,5 @@ Created on 16 avr. 2012
 
 @author: jll
 '''
-import os
-import cv
-from facemovie import *
-
-# quick and dirty tests
-root_fo = "C:\Users\jll\perso\workspace\FaceMovie"
-in_fo = os.path.join(root_fo, "input\Axel")
-out_fo = os.path.join(root_fo, "output")
-par_fo = os.path.join(root_fo, "haarcascades")
-    
-my_movie = FaceMovie(in_fo, out_fo, par_fo)
-my_movie.list_guys()
-my_movie.search_faces()
-
-# I want to change images so that all faces have the same size
-my_movie.normalize_faces()
-
-# I want to know the size of the output frame, knowing initial conditions
-my_movie.find_out_dims()
-
-# choose your final step
-#my_movie.show_faces(1000)
-#my_movie.save_faces("output")
-my_movie.save_movie("output")
-    
-print "Facemovie finished !"
\ No newline at end of file
+my_dict = {'a b c':1, 'b':2, 'c':3}
+print my_dict['a b c']
\ No newline at end of file