diff --git a/example_images/image_prep.m b/example_images/image_prep.m
deleted file mode 100644
index 08285c9..0000000
--- a/example_images/image_prep.m
+++ /dev/null
@@ -1,21 +0,0 @@
-img = imread('/home/tatsch/PSPNet-Keras-tensorflow/example_images/cityscapes.png');
-crop_size = 713;
-resized = imresize(img, [crop_size crop_size], 'bilinear');
-mean_r = 123.68; %means to be subtracted and the given values are used in our training stage
-mean_g = 116.779;
-mean_b = 103.939;
-
-mean_rgb = [mean_r; mean_g; mean_b];
-mean_rgb = reshape(mean_rgb, 1, 1, 3);
-
-im_mean = repmat(mean_rgb, [crop_size, crop_size, 1]);
-
-resized_f = single(resized);
-demeaned = resized_f - im_mean;
-
-mean_rc = mean(mean(demeaned(:, :, 1)));
-mean_bc = mean(mean(demeaned(:, :, 2)));
-mean_gc = mean(mean(demeaned(:, :, 3)));
-
-figure;
-imshow(demeaned)
\ No newline at end of file