updated app with warning message

app.py

@@ -130,6 +130,9 @@ ENTROPY_THR = 2.7
 lite_model = "⚡ Lite ⚡ less accurate prediction"
 pro_model =  "💎 Pro 💎 more accurate prediction"
 
+# Set messages
+warning_message = "⚠️ Processing times may be longer than usual due to high server demand. If that's the case, consider trying again later for faster response times. ⚠️"
+
 # Computes the entropy
 def entropy(pred_probs):
 
@@ -193,7 +196,7 @@ def classify_food(image, model=pro_model) -> Tuple[Dict, str, str]:
         # Check out model parameter
         if model == None:
             model = pro_model
-        
+
         # Make prediction...
         with torch.inference_mode():
             
@@ -329,7 +332,7 @@ def classify_food(image, model=pro_model) -> Tuple[Dict, str, str]:
 # Create title, description, and examples
 title = "Transform-Eats Large<br>🥪🥗🥣🥩🍝🍣🍰"
 description = f"""
-A cutting-edge, leightweight Transformer model to classify 101 delicious food types. Discover the power of AI in culinary recognition.
+A cutting-edge transformer model to classify 101 delicious food types. Discover the power of AI in culinary recognition.
 """
 
 # Group food items alphabetically
@@ -405,6 +408,7 @@ with gr.Blocks(theme="ocean") as demo:
                  gr.Textbox(label="Prediction time:"),
                  gr.Textbox(label="Food Description:"),
                  status_output],                                           # outputs
+                 description=f"{warning_message}",
                  examples=food_vision_examples,                            # Create examples list from "examples/" directory                 
                  article=article,                                          # Created by...
                  flagging_mode=flagging_mode,                              # Only For debugging