diff --git a/README.md b/README.md
index b9317bb..162d471 100644
--- a/README.md
+++ b/README.md
@@ -1,17 +1,16 @@
 # Textline-Recognition
 
-***
-# Introduction
-This tool performs textline detection from image data and returns the results as PAGE-XML.
+## Introduction
+This tool performs textline detection from document image data and returns the results as PAGE-XML.
 
-# Installation
+## Installation
 
 `sudo pip install .`
 
-# Models
-In order to run this tool you also need trained models. You can download them here:   
+## Models
+In order to run this tool you also need trained models. You can download our pre-trained models from here:   
 https://file.spk-berlin.de:8443/textline_detection/
 
-# Usage
+## Usage
 
 `sbb_textline_detector -i <image file name> -o <directory to write output xml> -m <directory of models>`