Update app.py

app.py

@@ -96,7 +96,8 @@ with gr.Blocks() as demo:
     gr.Markdown("""
     # Crowd Counting based on SASNet
     <p>
-    We implemented a image crowd counting model with VGG16 following the paper of Song et. al (2021).
+    This space implements crowd counting following the paper of Song et. al (2021). The model is a VGG16 base with MultiBranch-Channels. For more details see the official publication on AAAI.
+    Training data is the Shanghai-Tech A/B data set with Gaussian augmentation for density map creation. The data set annotates more than 300k people. 
     </p>
     
     ## Abstract    
@@ -117,7 +118,7 @@ with gr.Blocks() as demo:
     """)
     with gr.Row():
         with gr.Column():
-            gr.Markdown("")
+            gr.Markdown("Upload an image or use some of the example to let the model count your crowd. The estimated density map is plotted as well. Have fun!")
         with gr.Column():
             text_output = gr.Label()
     with gr.Row():