diff --git a/README.md b/README.md
index bb53f94..eeb0e2b 100644
--- a/README.md
+++ b/README.md
@@ -21,11 +21,11 @@ For text line recognition, we employ the attention-based encoder-decoder on our
 
 
 ## Running Kindai OCR
-You should first download the pre_trained models and put them into ./pretrain/ folder.
-Copy your images into ./data/test/ folder
-run the following script to recognize images:
-python test.py
-The recognized text transcription is in ./data/result.xml and the result images are in ./data/result/
-If you may have to check the path to Japanese font for correct visualization results.
-    fontPIL = '/usr/share/fonts/truetype/fonts-japanese-gothic.ttf' # japanese font
+You should first download the pre_trained models and put them into ./pretrain/ folder.   
+Copy your images into ./data/test/ folder   
+run the following script to recognize images:   
+python test.py   
+The recognized text transcription is in ./data/result.xml and the result images are in ./data/result/   
+If you may have to check the path to Japanese font for correct visualization results.   
+    fontPIL = '/usr/share/fonts/truetype/fonts-japanese-gothic.ttf' # japanese font