chore: adding images to the article

app.py

@@ -29,10 +29,17 @@ def infer(test_image):
 
 # define the article
 article = """<center>
-Authors: <a href='https://twitter.com/ariG23498'>Aritra Roy Gosthipaty</a> |
+Authors: <a href='https://twitter.com/ariG23498'>Aritra Roy Gosthipaty</a> | 
 <a href='https://twitter.com/ritwik_raha'>Ritwik Raha</a>
 <br>
-<a href='https://arxiv.org/abs/2103.06255'>Involution: Inverting the Inherence of Convolution for Visual Recognition</a>"""
+<a href='https://arxiv.org/abs/2103.06255'>Involution: Inverting the Inherence of Convolution for Visual Recognition</a>
+<br>
+<h3>Convolution Kernel</h3>
+<img src='https://i.imgur.com/MSKLsm5.png' alt='Convolution'>
+<br>
+<h3>Involution Kernel</h3>
+<img src='https://i.imgur.com/jtrGGQg.png' alt='Involution'>
+</center>"""
 
 iface = gr.Interface(
 	fn=infer,