Add modified images to extend training dataset.

AugmentImages.py

@@ -0,0 +1,16 @@
+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)):
+    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].sample(1000)
+
+    p[i].process()
+