Update app.py

app.py

@@ -115,21 +115,15 @@ def gradio_interface(input_image):
     recommendations = get_recommendations_and_display("input_image.jpg")
     outputs = []
     for i, rec in enumerate(recommendations):
-        outputs.append((f"Recommendation {i+1}", rec["Image"], rec["Model Name"], rec["Distance"]))
+        outputs.append((rec["Image"], f"{rec['Model Name']} (Distance: {rec['Distance']:.2f})"))
     return outputs
 
-# Gradio interface function
-def gradio_app(image):
-    results = gradio_interface(image)
-    return results
-
 # Create the Gradio app
 iface = gr.Interface(
-    fn=gradio_app,
-    inputs=gr.inputs.Image(type="pil"),
-    outputs=[gr.outputs.Image(type="pil", label=f"Recommendation {i+1} Image") for i in range(5)] +
-            [gr.outputs.Textbox(label=f"Recommendation {i+1} Model Name") for i in range(5)] +
-            [gr.outputs.Textbox(label=f"Recommendation {i+1} Distance") for i in range(5)],
+    fn=gradio_interface,
+    inputs=gr.Image(type="pil"),
+    outputs=[gr.Image(label=f"Recommendation {i+1} Image") for i in range(5)] +
+            [gr.Textbox(label=f"Recommendation {i+1} Details") for i in range(5)],
     title="Image Recommendation System",
     description="Upload an image to get recommendations based on the image"
 )