diff --git a/.gitignore b/.gitignore
index ccff41e..b501851 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,4 @@
 /src/__pycache__
-/res/*
 /res
 !/res/example-before.png
 !/res/example-after.png
\ No newline at end of file
diff --git a/README.md b/README.md
index ce3abdb..0ea4f58 100644
--- a/README.md
+++ b/README.md
@@ -12,7 +12,7 @@ It should also have the functionality to convert the image to stl model.
 For now this is only viable for ubuntu gnu/linux machines
 Before cloning repository, you need these to succesfully use the application.
 
-* python3.10 is a requirement
+* python version 3.10 is a requirement might work on earlier python 3 versions
     ```sh
         apt install python3.10
     ```
@@ -21,6 +21,7 @@ Before cloning repository, you need these to succesfully use the application.
         pip install numpy matplotlib opencv-python pillow
     ```
 
+
 # Installation
 
 Installation is relatively fast and easy.
@@ -31,6 +32,7 @@ Installation is relatively fast and easy.
     ```
 2. Prepare the image file with fingerprint, run the application
 
+
 # Usage
 
 There are two ways to enter filter series
@@ -43,6 +45,13 @@ There are two ways to enter filter series
     ```sh
         python src/main.py res/test_fp.png res/test_fp_cpy.png 100 --config config/config.json default_preset
     ```
+# Resulting images
+Before filtering           |  After filtering
+:-------------------------:|:-------------------------:
+![before filtering](https://strade.fit.vutbr.cz/git/xlanro00/BP_DP-xlanro00/src/branch/master/res/example-before.png)  |  
+![after filtering](https://strade.fit.vutbr.cz/git/xlanro00/BP_DP-xlanro00/src/branch/master/res/example-after.png)
+
+
 
 # Roadmap
 
@@ -54,6 +63,7 @@ There are two ways to enter filter series
 - [ ] Convert image to stl format
 - [ ] Export final model ready for printing
 
+
 #
 ### Author
 
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