update links

app.py

@@ -54,10 +54,17 @@ def predict(img):
     return fig
    
 description = """
-MonoScene Demo on SemanticKITTI Validation Set (Sequence 08), which uses the <b>camera parameters of Sequence 08</b>. \n
+MonoScene Demo on SemanticKITTI Validation Set (Sequence 08), which uses the <b>camera parameters of Sequence 08</b>.
 Due to the <b>CPU-only</b> inference, it might take up to 20s to predict a scene. \n
-The output is <b>downsampled by 2</b> to be able to be rendered in browsers. <b>Darker</b> colors represent the <b>scenery outside the Field of View</b>, i.e. not visible on the image. \n
-Project page: https://cv-rits.github.io/MonoScene/
+The output is <b>downsampled by 2</b> to be able to be rendered in browsers. 
+<b>Darker</b> colors represent the <b>scenery outside the Field of View</b>, i.e. not visible on the image.
+<center>
+    <a href="https://cv-rits.github.io/MonoScene/">
+        <img style="display:inline" alt="Project page" src="https://img.shields.io/badge/Project%20Page-MonoScene-red">
+    </a>
+    <a href="https://arxiv.org/abs/2112.00726"><img style="display:inline" src="https://img.shields.io/badge/arXiv%20%2B%20supp-2112.00726-purple"></a>
+    <a href="https://github.com/cv-rits/MonoScene"><img style="display:inline" src="https://img.shields.io/github/stars/cv-rits/MonoScene?style=social"></a>
+</center>
 """
 title = "MonoScene: Monocular 3D Semantic Scene Completion"
 article="""