Update README.md

Author: TRoboto

Machine Learning Engineer Nanodegree/Capstone Project - Image Retrieval Using Autoencoders/README.md

@@ -11,4 +11,7 @@ To build an image retrieval system with an autoencoder, what we really care abou
 
 Feature vectors that have a smaller distance will be considered more similar, while images with a larger distance will be deemed less similar.  
 
-We  can  then  sort  our  results  based  on  the  distance  (from  smallest  to  largest)  and  finally  display  the image retrieval results to the end user.  
+We  can  then  sort  our  results  based  on  the  distance  (from  smallest  to  largest)  and  finally  display  the image retrieval results to the end user.  
+
+# Results
+<img src='notebook_ims/results.png' width=60%/>