updated the app.py and gradio interface

app.py

@@ -88,15 +88,18 @@ def classify_video(video):
 
     label = "Non-violent" if prob >= 0.5 else "Violent"
     
-    return label, prob
-
+    violent_prob_percentage = f"{round((1 - prob) * 100, 2)}% chance of being violent"
 
+    return label, violent_prob_percentage
 
 # Set up the Gradio interface
 interface = gr.Interface(
     fn=classify_video,
     inputs=gr.Video(),  # Allows video upload
-    outputs=[gr.Text(), gr.Number()],  # Outputs classification and probability
+    outputs=[
+        gr.Text(label="Classification"),  # Label for classification output
+        gr.Text(label="Violence Probability")  # Label for probability output with text
+    ],
     title="Violence Detection in Videos",
     description="Upload a video to classify it as violent or non-violent with a probability score."
 )