diff --git a/project/readme.md b/project/readme.md
index 7d9155a..1de72d2 100644
--- a/project/readme.md
+++ b/project/readme.md
@@ -1,21 +1,21 @@
-###MUSIC GENERATION USING DEEP LEARNING
-###AUTHOR: CEZARY PUKOWNIK
+### MUSIC GENERATION USING DEEP LEARNING
+### AUTHOR: CEZARY PUKOWNIK
 
-#Files:
+# Files:
  - midi.py - code for data extraction, and midi convertion
  - train.py - code for model definition, and training session
  - generate.py - code for model loading, predicting ang saving to midi_dir
  - settings.py - file where deafult settings are stored
  - readme.md - this file
 
- #Directories:
+ # Directories:
  - data/midi - directory where input midi are stored
  - data/models - directory where trained models are stored
  - data/output - directory where generated music is stored
  - data/samples - directory where extracted data from midi is stored
  - data/samples.npz - deprecated
 
-#How to use:
+# How to use:
 1. Use midi.py to export data from midi files
   >>> ./midi.py [midi_folder_path] [output_path]