diff --git a/Logic/TrashRecognition/AugmentImages.py b/Logic/TrashRecognition/AugmentImages.py
index dd26068..256fa18 100644
--- a/Logic/TrashRecognition/AugmentImages.py
+++ b/Logic/TrashRecognition/AugmentImages.py
@@ -1,18 +1,20 @@
 def main():
      import Augmentor
+
      p = [Augmentor.Pipeline("Images/TrainingImages/glass"),
           Augmentor.Pipeline("Images/TrainingImages/metal"),
           Augmentor.Pipeline("Images/TrainingImages/paper"),
           Augmentor.Pipeline("Images/TrainingImages/plastic")]
-     for i in range(len(p)):
-          # Setting rotate values
-          p[i].rotate(probability=0.7, max_left_rotation=10, max_right_rotation=10)
 
-          # Setting zoom values
+     for i in range(len(p)):
+          # Setting the operations to perform on image set
+          p[i].rotate(probability=0.7, max_left_rotation=10, max_right_rotation=10)
           p[i].zoom(probability=0.5, min_factor=1.1, max_factor=1.5)
+          p[i].flip_random(probability=0.6)
+          p[i].skew(probability=0.7, magnitude=0.7)
      
           # Size of training sample
-          p[i].sample(1000)
+          p[i].sample(2000)
 
           p[i].process()