Update README.md

README.md

@@ -24,7 +24,7 @@ This model is still in training, but can help identify five architectural styles
 
 Upload a photograph of a building to the File Uploader on the right. The Image Classifier will predict its architectural style using a database of over 700 images. Scroll down to read more about each style. 
 
-## Example Images
+## Model-Trained Architectural Styles 
 
 Classical Revival (1895 - 1950)
 
@@ -50,7 +50,9 @@ Tudor homes are inspired by the Medieval period and can range is size and style.
 
 ![tudor cottage architecture](images/ex_tudor_cottage_architecture.jpg)
 
-#### mid-century modern ranch
+#### mid-century modern ranch (1930-1970)
+
+The Ranch style originated in southern California in the mid-1930s. In the 1940s, the Ranch was one of the small house types financed by the Federal Housing Administration (FHA), along with Minimal Traditional and other small house styles. The Ranch house began to pick up popularity as the financial controls that encouraged small house building lifted following WWII; by the 1950s it was the most predominant residential style in the country.
 
 ![mid-century modern ranch](images/ex_mid-century_modern_ranch.jpg)