Update app.py

app.py

@@ -99,10 +99,15 @@ def make_prediction(image, taxonomic_level):
 
 # Define the Gradio interface
 interface = gr.Interface(
-    fn=make_prediction,            # Function to be called for predictions
-    inputs=[gr.Image(type="pil", label="Upload Image"),   # Input type: Image (PIL format)
-            gr.Dropdown(choices=taxonomic_levels, label="Taxonomic level", value="species")],  # Dropdown for taxonomic level
-    outputs="html",                # Output type: HTML for formatting
+    fn=make_prediction,  # Function to be called for predictions
+    inputs=[
+        gr.Image(type="pil", label="Upload Image"),  # Input type: Image (PIL format)
+        gr.Radio(choices=["Yes, I want to specify the taxonomic level", "No, I will let the model decide"],
+                 label="Do you want to specify the taxonomic resolution for predictions?",
+                 value="No, I will let the model decide"),  # Radio button for taxonomic resolution choice
+        gr.Dropdown(choices=taxonomic_levels, label="Taxonomic level", value="species")  # Dropdown for taxonomic level
+    ],
+    outputs="html",  # Output type: HTML for formatting
     title="Amazon arboreal species classification",
     description="Upload an image and select the taxonomic level to classify the species."
 )