Update app.py

app.py

@@ -1,5 +1,6 @@
 import gradio as gr
 import cv2
+import numpy as np
 from detector import detect_cheating
 from utils import plot_cheating_graph, update_score
 
@@ -14,13 +15,18 @@ def process_frame(frame):
     graph = plot_cheating_graph()
     return frame, graph
 
+# Updated input to use live webcam
+webcam = gr.Camera(type="image", label="Live Webcam")
+
 iface = gr.Interface(
     fn=process_frame,
-    inputs=gr.Image(source="webcam", streaming=True),
-    outputs=[gr.Image(label="Live Feed"), gr.Image(label="Cheating Score Graph")],
-    live=True,
+    inputs=webcam,
+    outputs=[
+        gr.Image(label="Processed Frame"),
+        gr.Image(label="Cheating Score Graph")
+    ],
     title="AI Proctoring System",
-    description="Detects cheating based on number of persons and head orientation using YOLOv8."
+    description="Real-time cheating detection system using webcam input and YOLOv8."
 )
 
 iface.launch()