diff --git a/facefusion/apis/endpoints/process.py b/facefusion/apis/endpoints/process.py
index c974615d..821d32b9 100644
--- a/facefusion/apis/endpoints/process.py
+++ b/facefusion/apis/endpoints/process.py
@@ -1,48 +1,11 @@
-import os
-import uuid
-from time import time
-from typing import Optional
-
+import cv2
+import numpy
 from starlette.websockets import WebSocket, WebSocketDisconnect
 
-from facefusion import ffmpeg, process_manager, session_context, session_manager, state_manager
+from facefusion import session_context, session_manager, state_manager
 from facefusion.apis.api_helper import get_sec_websocket_protocol
 from facefusion.apis.endpoints.session import extract_access_token
-from facefusion.filesystem import create_directory, remove_file
-from facefusion.workflows import image_to_image
-
-
-def save_image_bytes(image_bytes : bytes, temp_path : str, file_extension : str) -> str:
-	raw_path = os.path.join(temp_path, str(uuid.uuid4()) + file_extension)
-
-	with open(raw_path, 'wb') as raw_file:
-		raw_file.write(image_bytes)
-
-	return raw_path
-
-
-def sanitize_upload(raw_path : str, temp_path : str, file_extension : str) -> Optional[str]:
-	target_path = os.path.join(temp_path, str(uuid.uuid4()) + file_extension)
-
-	process_manager.start()
-	sanitized = ffmpeg.sanitize_image(raw_path, target_path)
-	process_manager.end()
-	remove_file(raw_path)
-
-	if sanitized:
-		return target_path
-	return None
-
-
-def process_target(target_path : str, output_path : str) -> bool:
-	state_manager.set_item('target_path', target_path)
-	state_manager.set_item('output_path', output_path)
-	state_manager.set_item('workflow', 'image-to-image')
-
-	error_code = image_to_image.process(time())
-	remove_file(target_path)
-
-	return error_code == 0
+from facefusion.streamer import process_stream_frame
 
 
 async def websocket_process_image(websocket : WebSocket) -> None:
@@ -56,23 +19,17 @@ async def websocket_process_image(websocket : WebSocket) -> None:
 	await websocket.accept(subprotocol = subprotocol)
 
 	if source_paths:
-		temp_path = state_manager.get_temp_path()
-		create_directory(temp_path)
-
 		try:
 			while True:
 				image_bytes = await websocket.receive_bytes()
-				raw_path = save_image_bytes(image_bytes, temp_path, '.jpg')
-				target_path = sanitize_upload(raw_path, temp_path, '.jpg')
+				target_vision_frame = cv2.imdecode(numpy.frombuffer(image_bytes, numpy.uint8), cv2.IMREAD_COLOR)
 
-				if target_path:
-					output_path = os.path.join(temp_path, str(uuid.uuid4()) + '.jpg')
+				if numpy.any(target_vision_frame):
+					temp_vision_frame = process_stream_frame(target_vision_frame)
+					success, result_bytes = cv2.imencode('.jpg', temp_vision_frame)
 
-					if process_target(target_path, output_path):
-						with open(output_path, 'rb') as output_file:
-							await websocket.send_bytes(output_file.read())
-
-						remove_file(output_path)
+					if success:
+						await websocket.send_bytes(result_bytes.tobytes())
 
 		except (WebSocketDisconnect, OSError):
 			pass