Update README.md

README.md

@@ -36,9 +36,13 @@ To open an interactive audit interface triggered by this function we first need
 ![image](https://renkulab.io/gitlab/learn-renku/teaching-on-renku/autograde/raw/master/images/toVNC.png)
   
 Now we can access the interactive interface running at http://127.0.0.1:5000/   
-![image](https://renkulab.io/gitlab/learn-renku/teaching-on-renku/autograde/raw/master/images/audit_interface.gif)
-
+![image](https://renkulab.io/gitlab/learn-renku/teaching-on-renku/autograde/raw/master/images/audit_interface_480.gif)
+  
+**Preview** results of automtic grading.  
+![image](https://renkulab.io/gitlab/learn-renku/teaching-on-renku/autograde/raw/master/images/preview_results_480.gif)
 
+**Edit** and **comment** the results of automatic grading.  
+![image](https://renkulab.io/gitlab/learn-renku/teaching-on-renku/autograde/raw/master/images/edit_results_480.gif)
 
 ### Generate Reports
 Let's generate a human readable HTML report for grading results using `autograde report`, the command below generates a report inside the results archive `grading/results_\[Bar\,Foo\]_598b9a96.zip`.