Update README.md

Added the Model details. Need to add the example.

README.md

@@ -15,10 +15,12 @@ CutMix is a data Augmentation strategy where some portion of the training exampl
 
 # CutMix augmented examples from CIFAR-10
 
+Here are a few examples of augmented images.
+![Model Image](./model.png)
 
-## Training and evaluation data
+## Model and Dataset used
 
-More information needed
+The Data augmentation is applied to the CIFAR-10 Data set. The model used here is the Resnet-20 with Categorical Cross-Entropy loss.
 
 ## Training procedure