Update app.py

app.py

@@ -64,27 +64,14 @@ result_queue = queue.Queue()
 # Function to process video frame callback
 # Corrected function for video frame callback
 #####FromHERE CHANGE
+# Function to process video frame callback
+# Function to process video frame callback
 def video_frame_callback(frame: av.VideoFrame) -> av.VideoFrame:
-    image = frame.to_ndarray(format="bgr24")
-
-    # Preprocess the frame
-    imgOut = segmentor.removeBG(image, imgList[indexImg])
-
-    # Detect hands
-    hands, processed_image = detector.findHands(imgOut, flipType=False)
-
-    # Create a blank canvas for the keyboard
-    keyboard_canvas = np.zeros_like(processed_image)
-    buttonList = create_buttons(keys)
-
-    # Draw keyboard buttons
-    draw_buttons(keyboard_canvas, buttonList)
-
-    # Process hands for interaction
-    output_text = process_hands(hands, buttonList, processed_image)
+    # Process the frame asynchronously
+    output_text = process_video_frame(frame, detector, segmentor, imgList, indexImg, keys, st.session_state)
+    # Put the processed output text into the queue
     result_queue.put(output_text)
-
-    return av.VideoFrame.from_ndarray(processed_image, format="bgr24")
+    return frame  # Return the processed frame for 
 
 ######______UPTO HERE CHANGE