Update README.md

updated the model description

README.md

@@ -2,15 +2,19 @@
 library_name: keras
 tags:
 - data-augmentation
+- image-classification
 ---
 
-## Model description
+# Tensorflow Keras implementation of : [CutMix data augmentation for image classification](https://keras.io/examples/vision/cutmix/)
 
-More information needed
+The full credit goes to: [Sayan Nath](https://twitter.com/sayannath2350)
 
-## Intended uses & limitations
+## The Data augmentation strategy
+
+CutMix is a data Augmentation strategy where some portion of the training example is removed and pasted with the content from other images in the training set. The labels are also mixed based on the proportion of the pixels that were combined. The full paper is at [https://arxiv.org/pdf/1905.04899.pdf](https://arxiv.org/pdf/1905.04899.pdf) by Yun et. al., 2019.
+
+# CutMix augmented examples from CIFAR-10
 
-More information needed
 
 ## Training and evaluation data