Changes Made Keys Final

app.py

@@ -64,22 +64,16 @@ def recognize_face(input_image):
     # Convert back to PIL Image
     pil_img = Image.fromarray(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
     return pil_img, results
-# Define a function to handle webcam images
-def process_webcam_image(image):
-    # Convert the base64 image to a format that can be processed
-    # Process the image through the face recognition function
-    return recognize_face(image)
+
+
 # Gradio interface
 iface = gr.Interface(
     fn=recognize_face,
-    inputs=gr.Image(tool="editor", source="webcam"),
-    outputs=[
-        gr.Image(),
-        gr.JSON(label="Student Information")
-    ],
-    title="Real-time Face Recognition Attendance System",
-    description="Activate your webcam and take a photo to check attendance."
+    inputs=gr.Image(type="pil"),
+    outputs=[gr.Image(type="pil"), gr.JSON(label="Student Information")],
+    title="Face Recognition Attendance System",
+    description="Upload an image to identify individuals."
 )
 
 if __name__ == "__main__":
-    iface.launch()
+    iface.launch(debug=True,inline=False)