stylization.py

# stylization.py
import cv2
import threading
import numpy as np

class Stylizer:
    def __init__(self):
        self.result = None

    def apply_style_threaded(self, image):
        thread = threading.Thread(target=self._stylize, args=(image,))
        thread.start()
        thread.join()
        return self.result

    def _stylize(self, image):
        # Example stylization: stylization filter using OpenCV
        self.result = cv2.stylization(image, sigma_s=60, sigma_r=0.6)