Update app.py

app.py

@@ -40,15 +40,11 @@ def classify_images(img_ultrasound=None, img_oct=None, img_fundus=None, img_fluo
         else:
             detailed_predictions.append(f"{key}: No image provided")
     
-    # Calculate the final decision based on provided predictions, if any
-    if predictions:
-        final_decision = max(set(predictions), key=predictions.count)
-        detailed_predictions.append(f"Final Decision: {final_decision}")
-    else:
-        detailed_predictions.append("No final decision (Insufficient data)")
+    # Handle final decision logic here as needed
     
     return "\n".join(detailed_predictions)
 
+
 # Define the Gradio interface inputs and outputs
 inputs = [gr.Image(label=f"{modality} Image", optional=True) for modality in modality_keys]
 output = gr.Text(label="Predictions")