add: description

app.py

@@ -71,5 +71,8 @@ iface = gr.Interface(
 	outputs=[
 		gr.outputs.Image(label="Attention Map"),
 		gr.outputs.Label(num_top_classes=3, label="Prediction")
-	]
+	],
+	title="Augmenting Convolutional networks with attention-based aggregation",
+	description="Get the attention map of a model and understand the reason behind the classification decision.",
+	article="# Acknowledgements\n- [Devjyoti chakraborty](https://twitter.com/Cr0wley_zz)\n- [Ritwik Raha](https://twitter.com/ritwik_raha)",
 ).launch()