Update README.md

README.md

@@ -29,6 +29,6 @@ followed by ```pip install tensorflow==1.4.0``` after you activate the environme
 If you do not want to / cannot use conda, I am using tensorflow 1.4.0; see the environment.yml for more package info.
 
 ## Demo
-For a simple demonstration, run ```ae.py``` in your terminal. This will cause the autoencoder to run on the included demo image.
+For a simple overfitting demonstration, run ```ae.py``` in your terminal. This will cause the autoencoder to run on the included demo image.
 
 Note: The demo takes a few minutes on my 1060 6GB, so it will take a while on a CPU...