diff --git a/README.md b/README.md
index 19a9e6a..4dd8d7c 100644
--- a/README.md
+++ b/README.md
@@ -52,15 +52,23 @@ sobel.detect_edges # => ChunkyPNG::Image
## Examples
-![Airplane](test/pictures/airplane.png)
Input file
-![Airplane with naive edge detection](test/output/airplane_standard.png)
+![Airplane](test/pictures/airplane.png)
+
+
+
Naive Edge Detection
-![Airplane with sobel edge detection](test/output/airplane_sobel.png)
+![Airplane with naive edge detection](test/output/airplane_standard.png)
+
+
+
Sobel Edge Detection
+![Airplane with sobel edge detection](test/output/airplane_sobel.png)
+
+
## Contributing