Update app.py

app.py

@@ -31,7 +31,7 @@ with gr.Blocks(theme=theme, css=css) as demo:
 
     1. [Virtual Try-On](#1)
     2. [Sales Forecasting with Image Regressionn](#2)
-    3. [Product Recommendation](#3)
+    3. [Product Recommendation using Image Similarity](#3)
     4. [Text-to-Image Clothing Designer](#4)
     5. [Sketch to Fashion Design](#5)
     6. [Segment Clothing](#6)
@@ -74,7 +74,10 @@ with gr.Blocks(theme=theme, css=css) as demo:
 
     # Text-to-Image Clothing Designer
     gr.Markdown("""
-
+    ---
+    ## Product Recommendation using Image Similarity <a name="3"></a>
+    ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/TGXqlGWDiAsw1Fp75lfrk.png)
+    
     ---
     ## Text-to-Image Clothing Designer <a name="4"></a>
     ![image/png](https://cdn-uploads.huggingface.co/production/uploads/648a824a8ca6cf9857d1349c/Y-EuOGASjO-GMUzjlBCIh.png)