updage description

app.py

@@ -11,12 +11,18 @@ title = "Super Resolution with CNN"
 description = """
 
 Your low resolution image will be reconstructed to high resolution with a scale of 2 with a convolutional neural network!<br>
-CNN output on the left, bicubic interpolation output on the right.<br>
-Training and dataset can be found on my [github page](https://github.com/susuhu/super-resolution/blob/main/Super_Resolution.ipynb).<br>
+
+Detailed training and dataset can be found on my [github repo](https://github.com/susuhu/super-resolution).<br>
 
 """
 
-article = "Check out the origianl [paper](https://arxiv.org/abs/1501.00092) proposed by Dong *et al*."
+article = """
+<div style='margin:20px auto;'>
+<p>Sources:<p>
+<p>📜 <a href="https://arxiv.org/abs/1501.00092">Image Super-Resolution Using Deep Convolutional Networks</a></p>
+<p>📦 Dataset <a href="https://github.com/eugenesiow/super-image-data">this GitHub repo</a></p>
+</div>
+"""
 
 # load model
 print("Loading  SRCNN model...")